import pandas as pd
df=pd.read_csv("D:/DATA SETS/online_retail_sales_dataset.csv")
df.head()
| transaction_id | timestamp | customer_id | product_id | product_category | quantity | price | discount | payment_method | customer_age | customer_gender | customer_location | total_amount | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2023-01-01 00:00:00 | 1993 | 915 | Home & Kitchen | 8 | 103.30 | 0.23 | Gift Card | 27 | Female | North America | 636.33 |
| 1 | 2 | 2023-01-01 00:01:00 | 3474 | 553 | Clothing | 9 | 180.28 | 0.31 | Gift Card | 53 | Other | South America | 1119.54 |
| 2 | 3 | 2023-01-01 00:02:00 | 4564 | 248 | Beauty & Personal Care | 7 | 81.58 | 0.27 | Debit Card | 34 | Other | North America | 416.87 |
| 3 | 4 | 2023-01-01 00:03:00 | 1133 | 948 | Clothing | 3 | 235.20 | 0.00 | Debit Card | 50 | Other | Australia | 705.60 |
| 4 | 5 | 2023-01-01 00:04:00 | 3626 | 284 | Books | 9 | 453.00 | 0.34 | Credit Card | 23 | Female | Australia | 2690.82 |
df.info()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 1000000 entries, 0 to 999999 Data columns (total 13 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 transaction_id 1000000 non-null int64 1 timestamp 1000000 non-null object 2 customer_id 1000000 non-null int64 3 product_id 1000000 non-null int64 4 product_category 1000000 non-null object 5 quantity 1000000 non-null int64 6 price 1000000 non-null float64 7 discount 1000000 non-null float64 8 payment_method 1000000 non-null object 9 customer_age 1000000 non-null int64 10 customer_gender 1000000 non-null object 11 customer_location 1000000 non-null object 12 total_amount 1000000 non-null float64 dtypes: float64(3), int64(5), object(5) memory usage: 99.2+ MB
df.columns
Index(['transaction_id', 'timestamp', 'customer_id', 'product_id',
'product_category', 'quantity', 'price', 'discount', 'payment_method',
'customer_age', 'customer_gender', 'customer_location', 'total_amount'],
dtype='object')
#starting with ABC analysis
columns_use=['timestamp','product_id',
'product_category', 'quantity', 'price', 'discount'
, 'customer_location', 'total_amount']
df1 = df1.sort_values(by='timestamp')
df1.describe()
| product_id | quantity | price | discount | total_amount | |
|---|---|---|---|---|---|
| count | 1000000.000000 | 1000000.000000 | 1000000.000000 | 1000000.000000 | 1000000.000000 |
| mean | 549.804766 | 5.003086 | 252.445705 | 0.250204 | 946.839858 |
| std | 259.848068 | 2.581004 | 142.868633 | 0.144384 | 810.902205 |
| min | 100.000000 | 1.000000 | 5.000000 | 0.000000 | 2.560000 |
| 25% | 325.000000 | 3.000000 | 128.690000 | 0.130000 | 297.180000 |
| 50% | 550.000000 | 5.000000 | 252.700000 | 0.250000 | 715.710000 |
| 75% | 775.000000 | 7.000000 | 375.990000 | 0.380000 | 1397.750000 |
| max | 999.000000 | 9.000000 | 500.000000 | 0.500000 | 4496.130000 |
import numpy as np
# Calculate total sales value for each product
df1['sales_value'] = df1['quantity'] * df1['price'] * (1 - df1['discount'])
# Sort the products by total sales value in descending order
total_sales_by_product = df1.groupby('product_id').agg(
total_sales_value=('sales_value', 'sum'),
total_quantity=('quantity', 'sum')
).reset_index()
#withresepect to value i am classifying to abc analysis
# Sort by total sales value in descending order
total_sales_by_product = total_sales_by_product.sort_values(by='total_sales_value', ascending=False)
# Calculate cumulative percentage of sales
total_sales_value_sum = total_sales_by_product['total_sales_value'].sum()
total_sales_by_product['cumulative_sales_percent'] = total_sales_by_product['total_sales_value'].cumsum() / total_sales_value_sum
# Classify products into A (top 20%), B (next 30%), and C (remaining 50%)
conditions = [
total_sales_by_product['cumulative_sales_percent'] <= 0.20, # Top 20% sales = A class
total_sales_by_product['cumulative_sales_percent'] <= 0.50 # Next 30% sales = B class
]
choices = ['A', 'B']
total_sales_by_product['ABC_class'] = np.select(conditions, choices, default='C')
# View the result
print(total_sales_by_product.head())
product_id total_sales_value total_quantity cumulative_sales_percent \
630 730 1.175183e+06 6026 0.001241
687 787 1.159605e+06 5945 0.002466
685 785 1.159605e+06 6017 0.003691
868 968 1.157691e+06 5971 0.004913
468 568 1.157641e+06 5974 0.006136
ABC_class
630 A
687 A
685 A
868 A
468 A
import pandas as pd
# Define the file path with file name and extension
file_path = 'D:/DATA SETS/total_sales_by_product.xlsx'
# Save the DataFrame to an Excel file
total_sales_by_product.to_excel(file_path, index=False)
# Print the first few rows of the DataFrame to verify
print(total_sales_by_product.head())
product_id total_sales_value total_quantity cumulative_sales_percent \
630 730 1.175183e+06 6026 0.001241
687 787 1.159605e+06 5945 0.002466
685 785 1.159605e+06 6017 0.003691
868 968 1.157691e+06 5971 0.004913
468 568 1.157641e+06 5974 0.006136
ABC_class
630 A
687 A
685 A
868 A
468 A
#from the analysis it is understood that all items carry almost equal weightage
total_sales = total_sales_by_product['total_sales_value'].sum()
# Calculate total sales percentage for each product
total_sales_by_product['total_sales_percentage'] = (total_sales_by_product['total_sales_value'] / total_sales) * 100
print(total_sales_by_product)
product_id total_sales_value total_quantity cumulative_sales_percent \
630 730 1.175183e+06 6026 0.001241
687 787 1.159605e+06 5945 0.002466
685 785 1.159605e+06 6017 0.003691
868 968 1.157691e+06 5971 0.004913
468 568 1.157641e+06 5974 0.006136
.. ... ... ... ...
651 751 9.446335e+05 4978 0.996050
486 586 9.399476e+05 5101 0.997043
896 996 9.364156e+05 5181 0.998032
866 966 9.357626e+05 5210 0.999020
775 875 9.279527e+05 4957 1.000000
ABC_class total_sales_percentage
630 A 0.124116
687 A 0.122471
685 A 0.122471
868 A 0.122269
468 A 0.122264
.. ... ...
651 C 0.099767
486 C 0.099272
896 C 0.098899
866 C 0.098830
775 C 0.098005
[900 rows x 6 columns]
import matplotlib.pyplot as plt
# Plot the histogram for total sales percentage
plt.figure(figsize=(10, 6))
plt.hist(total_sales_by_product['total_sales_percentage'], bins=10, edgecolor='k', alpha=0.7)
plt.title('Histogram of Total Sales Percentage')
plt.xlabel('Total Sales Percentage')
plt.ylabel('Frequency')
plt.grid(True)
plt.show()
#no much difference so every item is crucial
!pip install prophet
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Installing collected packages: stanio, importlib-resources, holidays, cmdstanpy, prophet
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# Group the data by country and product
df1['timestamp'] = pd.to_datetime(df1['timestamp']) # Ensure timestamp is in the correct format
# Group by country and product, and sum the sales
country_sales = df1.groupby([pd.Grouper(key='timestamp', freq='M'), 'customer_location', 'product_id']).agg(
total_sales=('quantity', 'sum')
).reset_index()
# Preview the data
print(country_sales.head())
timestamp customer_location product_id total_sales 0 2023-01-31 Africa 100 39 1 2023-01-31 Africa 101 48 2 2023-01-31 Africa 102 54 3 2023-01-31 Africa 103 40 4 2023-01-31 Africa 104 20
# Save the country_sales DataFrame as an Excel file
file_path = 'D:/DATA SETS/country_sales1.xlsx'
country_sales.to_excel(file_path, index=False)
# Optional: Print the first few rows to verify
print(country_sales.head())
timestamp customer_location product_id total_sales 0 2023-01-31 Africa 100 39 1 2023-01-31 Africa 101 48 2 2023-01-31 Africa 102 54 3 2023-01-31 Africa 103 40 4 2023-01-31 Africa 104 20
from prophet import Prophet
# Create lists of unique countries and products
countries = country_sales['customer_location'].unique()
products = country_sales['product_id'].unique()
# Dictionary to store forecasts for each country and product
forecast_dict = {}
# Loop through each country and product to generate forecasts
for country in countries:
for product in products:
# Filter the data for the specific country and product
country_product_data = country_sales[
(country_sales['customer_location'] == country) &
(country_sales['product_id'] == product)
]
# Check if there's enough data for forecasting
if len(country_product_data) > 2: # We need at least 2 data points
# Prepare data for Prophet (ds = date, y = total_sales)
prophet_data = country_product_data[['timestamp', 'total_sales']].rename(columns={'timestamp': 'ds', 'total_sales': 'y'})
# Initialize and fit the Prophet model
model = Prophet()
model.fit(prophet_data)
# Create future dates (e.g., forecast for 12 months)
future = model.make_future_dataframe(periods=12, freq='M')
# Predict future sales
forecast = model.predict(future)
# Store the forecast in a dictionary using country and product as keys
forecast_dict[(country, product)] = forecast[['ds', 'yhat', 'yhat_lower', 'yhat_upper']]
# Optional: Print the forecast for each country and product
print(f"Forecast for {country} and Product {product}:")
print(forecast[['ds', 'yhat', 'yhat_lower', 'yhat_upper']].tail())
13:54:29 - cmdstanpy - INFO - Chain [1] start processing 13:54:29 - cmdstanpy - INFO - Chain [1] done processing 13:54:29 - cmdstanpy - INFO - Chain [1] start processing 13:54:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 100:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.802962 10.971775 52.044543
31 2025-08-31 31.297949 11.443454 49.421935
32 2025-09-30 30.809227 11.268885 50.268267
33 2025-10-31 30.304215 10.784959 50.723855
34 2025-11-30 29.815493 9.259186 50.014284
Forecast for Africa and Product 101:
ds yhat yhat_lower yhat_upper
29 2025-06-30 37.112733 15.501199 58.402698
30 2025-07-31 37.029317 14.686853 57.791642
31 2025-08-31 36.945900 15.372646 58.917225
32 2025-09-30 36.865174 16.471430 59.196393
33 2025-10-31 36.781757 15.448903 58.900944
13:54:29 - cmdstanpy - INFO - Chain [1] start processing 13:54:29 - cmdstanpy - INFO - Chain [1] done processing 13:54:29 - cmdstanpy - INFO - Chain [1] start processing 13:54:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 102:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.449406 6.743394 41.994570
31 2025-08-31 23.893388 6.210809 42.168174
32 2025-09-30 23.355306 6.837976 40.772098
33 2025-10-31 22.799288 5.899168 40.248616
34 2025-11-30 22.261206 3.794506 37.688802
Forecast for Africa and Product 103:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.486647 11.536038 54.427959
31 2025-08-31 31.741264 11.349377 53.131493
32 2025-09-30 31.019926 8.325984 52.336633
33 2025-10-31 30.274544 8.778095 50.683612
34 2025-11-30 29.553206 8.636230 50.392473
13:54:30 - cmdstanpy - INFO - Chain [1] start processing 13:54:30 - cmdstanpy - INFO - Chain [1] done processing 13:54:30 - cmdstanpy - INFO - Chain [1] start processing 13:54:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 104:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.279221 18.407746 60.263390
31 2025-08-31 40.203508 20.191068 59.846957
32 2025-09-30 40.130238 20.310732 61.408750
33 2025-10-31 40.054525 18.269655 61.028434
34 2025-11-30 39.981255 19.479808 60.030692
Forecast for Africa and Product 105:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.429178 30.911958 67.237607
31 2025-08-31 50.039538 31.798534 68.123036
32 2025-09-30 50.630209 33.039214 69.526965
33 2025-10-31 51.240569 33.510139 68.280308
34 2025-11-30 51.831241 33.993328 69.904440
13:54:30 - cmdstanpy - INFO - Chain [1] start processing 13:54:30 - cmdstanpy - INFO - Chain [1] done processing 13:54:30 - cmdstanpy - INFO - Chain [1] start processing 13:54:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 106:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.679123 15.473456 50.896605
31 2025-08-31 32.048603 13.577702 49.390866
32 2025-09-30 31.438423 12.061384 48.879660
33 2025-10-31 30.807903 12.544927 50.296450
34 2025-11-30 30.197723 11.687384 49.476321
Forecast for Africa and Product 107:
ds yhat yhat_lower yhat_upper
30 2025-07-31 62.419569 43.232506 81.950449
31 2025-08-31 63.383877 42.030509 83.829348
32 2025-09-30 64.317079 43.026454 83.089628
33 2025-10-31 65.281387 46.749204 85.172181
34 2025-11-30 66.214589 44.680266 85.568442
13:54:30 - cmdstanpy - INFO - Chain [1] start processing 13:54:30 - cmdstanpy - INFO - Chain [1] done processing 13:54:30 - cmdstanpy - INFO - Chain [1] start processing 13:54:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 108:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.048886 21.792669 54.395097
31 2025-08-31 38.073663 22.482021 53.662102
32 2025-09-30 38.097641 21.292580 53.255458
33 2025-10-31 38.122417 22.322730 55.171744
34 2025-11-30 38.146395 23.142018 54.575117
Forecast for Africa and Product 109:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.346851 17.857405 47.983702
31 2025-08-31 32.134867 17.848133 46.635592
32 2025-09-30 31.929721 16.963421 46.976607
33 2025-10-31 31.717737 16.586726 46.272823
34 2025-11-30 31.512591 16.950807 46.035987
13:54:31 - cmdstanpy - INFO - Chain [1] start processing 13:54:31 - cmdstanpy - INFO - Chain [1] done processing 13:54:31 - cmdstanpy - INFO - Chain [1] start processing 13:54:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 110:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.385496 7.216111 34.729741
31 2025-08-31 20.234169 6.032555 33.806296
32 2025-09-30 19.119981 5.753784 33.171991
33 2025-10-31 17.968654 4.606917 33.458875
34 2025-11-30 16.854467 3.379871 32.060215
Forecast for Africa and Product 111:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.715257 16.632436 50.578698
31 2025-08-31 33.623417 17.194176 50.820942
32 2025-09-30 33.534540 16.896612 50.621285
33 2025-10-31 33.442701 15.549140 50.748237
34 2025-11-30 33.353824 16.934189 51.316332
13:54:31 - cmdstanpy - INFO - Chain [1] start processing 13:54:31 - cmdstanpy - INFO - Chain [1] done processing 13:54:31 - cmdstanpy - INFO - Chain [1] start processing 13:54:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 112:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.920202 37.231947 74.559822
31 2025-08-31 56.700590 37.781000 76.414111
32 2025-09-30 57.455805 39.061105 76.725703
33 2025-10-31 58.236194 39.101489 76.784153
34 2025-11-30 58.991409 40.864524 77.371603
Forecast for Africa and Product 113:
ds yhat yhat_lower yhat_upper
30 2025-07-31 62.059796 37.836931 83.714868
31 2025-08-31 63.052313 41.041619 84.529325
32 2025-09-30 64.012814 40.926366 85.702578
33 2025-10-31 65.005331 43.640710 87.110448
34 2025-11-30 65.965831 43.424706 85.711216
13:54:31 - cmdstanpy - INFO - Chain [1] start processing 13:54:31 - cmdstanpy - INFO - Chain [1] done processing 13:54:31 - cmdstanpy - INFO - Chain [1] start processing 13:54:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 114:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.302652 24.700436 73.216389
31 2025-08-31 49.703136 23.541285 71.856605
32 2025-09-30 50.090701 27.136344 74.097042
33 2025-10-31 50.491185 26.362215 74.989217
34 2025-11-30 50.878751 25.343532 75.989257
Forecast for Africa and Product 115:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.721611 18.330214 59.201351
31 2025-08-31 38.560576 19.120344 59.258828
32 2025-09-30 38.404736 16.628468 57.805777
33 2025-10-31 38.243702 17.286849 58.380785
34 2025-11-30 38.087862 16.368796 59.673940
13:54:32 - cmdstanpy - INFO - Chain [1] start processing 13:54:32 - cmdstanpy - INFO - Chain [1] done processing 13:54:32 - cmdstanpy - INFO - Chain [1] start processing 13:54:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 116:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.203115 33.047602 83.264223
31 2025-08-31 58.959832 35.619050 85.833325
32 2025-09-30 59.692138 33.781569 83.759084
33 2025-10-31 60.448854 34.318992 85.279945
34 2025-11-30 61.181160 35.796383 87.778378
Forecast for Africa and Product 117:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.447995 20.157500 70.495444
31 2025-08-31 45.535499 21.247973 69.566378
32 2025-09-30 45.620180 19.840707 70.841094
33 2025-10-31 45.707684 21.922718 71.768818
34 2025-11-30 45.792365 21.525232 72.271673
13:54:32 - cmdstanpy - INFO - Chain [1] start processing 13:54:32 - cmdstanpy - INFO - Chain [1] done processing 13:54:32 - cmdstanpy - INFO - Chain [1] start processing 13:54:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 118:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.279327 16.120481 51.044224
31 2025-08-31 34.089402 17.143155 51.397197
32 2025-09-30 33.905602 16.208667 50.630295
33 2025-10-31 33.715677 16.528100 51.595413
34 2025-11-30 33.531878 17.455178 51.382062
Forecast for Africa and Product 119:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.318599 40.176881 65.295659
31 2025-08-31 53.883698 42.811973 66.201801
32 2025-09-30 54.430568 41.043217 66.906026
33 2025-10-31 54.995666 42.978008 67.700313
34 2025-11-30 55.542536 42.886419 68.290937
13:54:32 - cmdstanpy - INFO - Chain [1] start processing 13:54:32 - cmdstanpy - INFO - Chain [1] done processing 13:54:32 - cmdstanpy - INFO - Chain [1] start processing 13:54:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 120:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.500213 27.642521 71.978968
31 2025-08-31 49.804211 27.924728 70.672029
32 2025-09-30 50.098402 28.494850 73.101949
33 2025-10-31 50.402400 27.266986 74.374063
34 2025-11-30 50.696592 26.798701 72.403365
Forecast for Africa and Product 121:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.584831 16.596538 58.383866
31 2025-08-31 38.202941 16.925235 58.538727
32 2025-09-30 37.833370 18.154446 55.765301
33 2025-10-31 37.451481 17.183110 58.142779
34 2025-11-30 37.081910 15.431167 57.338280
13:54:33 - cmdstanpy - INFO - Chain [1] start processing 13:54:33 - cmdstanpy - INFO - Chain [1] done processing 13:54:33 - cmdstanpy - INFO - Chain [1] start processing 13:54:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 122:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.327795 30.252083 79.594785
31 2025-08-31 54.947726 32.655049 78.932970
32 2025-09-30 55.547660 32.042781 80.626087
33 2025-10-31 56.167591 32.025203 80.591613
34 2025-11-30 56.767525 30.424628 80.513268
Forecast for Africa and Product 123:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.637801 6.223589 45.923175
31 2025-08-31 25.189059 5.189293 44.860744
32 2025-09-30 24.754793 4.456947 44.660119
33 2025-10-31 24.306051 4.204819 44.031494
34 2025-11-30 23.871785 3.321732 43.517418
13:54:33 - cmdstanpy - INFO - Chain [1] start processing 13:54:33 - cmdstanpy - INFO - Chain [1] done processing 13:54:33 - cmdstanpy - INFO - Chain [1] start processing 13:54:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 124:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.195395 10.563653 46.959559
31 2025-08-31 27.321353 9.694191 45.564734
32 2025-09-30 26.475506 9.096564 44.789222
33 2025-10-31 25.601464 8.361530 43.534537
34 2025-11-30 24.755617 7.045795 42.141594
Forecast for Africa and Product 125:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.027375 40.754366 71.596239
31 2025-08-31 56.951904 41.658076 72.763584
32 2025-09-30 57.846610 42.897767 72.832683
33 2025-10-31 58.771139 43.941609 73.734481
34 2025-11-30 59.665845 44.615125 74.924526
13:54:33 - cmdstanpy - INFO - Chain [1] start processing 13:54:33 - cmdstanpy - INFO - Chain [1] done processing 13:54:33 - cmdstanpy - INFO - Chain [1] start processing 13:54:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 126:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.523072 16.854245 47.026590
31 2025-08-31 33.076526 17.550553 47.929542
32 2025-09-30 32.644384 17.083823 48.295898
33 2025-10-31 32.197837 16.100261 48.083065
34 2025-11-30 31.765696 14.676667 47.046927
Forecast for Africa and Product 127:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.036665 25.020145 57.295161
31 2025-08-31 40.975909 24.142276 56.337233
32 2025-09-30 40.917113 24.568385 58.108843
33 2025-10-31 40.856356 24.444123 58.455548
34 2025-11-30 40.797560 24.300086 58.273047
13:54:34 - cmdstanpy - INFO - Chain [1] start processing 13:54:34 - cmdstanpy - INFO - Chain [1] done processing 13:54:34 - cmdstanpy - INFO - Chain [1] start processing 13:54:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 128:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.055943 16.113243 47.586751
31 2025-08-31 30.611713 16.551624 45.702659
32 2025-09-30 30.181814 14.336140 44.438971
33 2025-10-31 29.737584 13.644762 46.567228
34 2025-11-30 29.307684 13.882607 44.325796
Forecast for Africa and Product 129:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.565085 15.109411 56.877832
31 2025-08-31 35.210107 15.240209 54.672597
32 2025-09-30 34.866580 11.368242 57.340317
33 2025-10-31 34.511603 11.327435 53.472193
34 2025-11-30 34.168076 13.644390 55.870786
13:54:34 - cmdstanpy - INFO - Chain [1] start processing 13:54:34 - cmdstanpy - INFO - Chain [1] done processing 13:54:34 - cmdstanpy - INFO - Chain [1] start processing 13:54:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 130:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.463392 23.439174 55.389247
31 2025-08-31 39.497455 23.196234 55.489333
32 2025-09-30 39.530419 22.895891 56.467133
33 2025-10-31 39.564481 22.903667 55.391651
34 2025-11-30 39.597445 23.071402 55.064630
Forecast for Africa and Product 131:
ds yhat yhat_lower yhat_upper
30 2025-07-31 67.679666 50.880872 85.676443
31 2025-08-31 68.986206 51.997208 86.245814
32 2025-09-30 70.250601 53.857121 88.134334
33 2025-10-31 71.557141 54.265870 89.022200
34 2025-11-30 72.821536 54.540537 88.807472
13:54:34 - cmdstanpy - INFO - Chain [1] start processing 13:54:34 - cmdstanpy - INFO - Chain [1] done processing 13:54:34 - cmdstanpy - INFO - Chain [1] start processing 13:54:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 132:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.239601 25.260401 62.541967
31 2025-08-31 44.333811 25.460069 62.066624
32 2025-09-30 44.424982 24.452127 64.416516
33 2025-10-31 44.519192 23.733613 63.538948
34 2025-11-30 44.610363 24.372295 62.484219
Forecast for Africa and Product 133:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.968403 21.517700 78.195879
31 2025-08-31 50.283808 23.451108 79.183570
32 2025-09-30 50.589039 20.558198 79.858298
33 2025-10-31 50.904445 20.870901 77.201675
34 2025-11-30 51.209676 22.893331 80.965279
13:54:35 - cmdstanpy - INFO - Chain [1] start processing 13:54:35 - cmdstanpy - INFO - Chain [1] done processing 13:54:35 - cmdstanpy - INFO - Chain [1] start processing 13:54:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 134:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.986760 37.039074 76.774693
31 2025-08-31 57.004366 36.415606 76.146799
32 2025-09-30 57.989147 38.817666 78.077168
33 2025-10-31 59.006753 38.281360 78.576954
34 2025-11-30 59.991533 40.435153 80.056337
Forecast for Africa and Product 135:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.176458 14.549285 43.385378
31 2025-08-31 27.816775 13.171156 42.797869
32 2025-09-30 27.468695 11.996795 43.785659
33 2025-10-31 27.109012 13.251559 42.229223
34 2025-11-30 26.760931 11.774691 40.563282
13:54:35 - cmdstanpy - INFO - Chain [1] start processing 13:54:35 - cmdstanpy - INFO - Chain [1] done processing 13:54:35 - cmdstanpy - INFO - Chain [1] start processing 13:54:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 136:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.055438 16.471562 50.576752
31 2025-08-31 33.828058 16.873705 51.279554
32 2025-09-30 33.608012 17.884813 50.552411
33 2025-10-31 33.380631 15.846334 50.591851
34 2025-11-30 33.160585 16.830191 50.218517
Forecast for Africa and Product 137:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.174198 13.632962 51.307348
31 2025-08-31 32.839257 14.696882 51.526813
32 2025-09-30 32.515122 12.787638 52.189447
33 2025-10-31 32.180182 13.068371 51.249205
34 2025-11-30 31.856046 13.527901 51.070693
13:54:35 - cmdstanpy - INFO - Chain [1] start processing 13:54:35 - cmdstanpy - INFO - Chain [1] done processing 13:54:36 - cmdstanpy - INFO - Chain [1] start processing 13:54:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 138:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.249152 17.688062 52.631386
31 2025-08-31 35.257406 18.724582 53.055810
32 2025-09-30 35.265393 19.564341 52.120928
33 2025-10-31 35.273647 18.090781 53.702734
34 2025-11-30 35.281634 19.170923 52.055326
Forecast for Africa and Product 139:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.559544 15.329945 48.091125
31 2025-08-31 32.467046 13.971447 47.843359
32 2025-09-30 32.377531 15.497165 47.949611
33 2025-10-31 32.285033 16.203330 48.449977
34 2025-11-30 32.195519 16.277332 47.976707
13:54:36 - cmdstanpy - INFO - Chain [1] start processing 13:54:36 - cmdstanpy - INFO - Chain [1] done processing 13:54:36 - cmdstanpy - INFO - Chain [1] start processing 13:54:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 140:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.834116 14.167604 49.483325
31 2025-08-31 31.364071 12.510316 48.015510
32 2025-09-30 30.909189 10.576375 49.012103
33 2025-10-31 30.439144 12.403498 50.813705
34 2025-11-30 29.984262 11.626456 49.915172
Forecast for Africa and Product 141:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.880904 23.275964 63.573243
31 2025-08-31 44.209785 24.312803 64.587128
32 2025-09-30 44.528058 25.507093 64.538219
33 2025-10-31 44.856939 25.445004 64.138625
34 2025-11-30 45.175212 24.457592 65.448164
13:54:36 - cmdstanpy - INFO - Chain [1] start processing 13:54:36 - cmdstanpy - INFO - Chain [1] done processing 13:54:36 - cmdstanpy - INFO - Chain [1] start processing 13:54:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 142:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.350421 11.148967 55.312455
31 2025-08-31 32.809486 11.125222 54.133587
32 2025-09-30 32.286000 8.486007 54.496340
33 2025-10-31 31.745065 9.617873 56.319702
34 2025-11-30 31.221580 9.624089 54.008944
Forecast for Africa and Product 143:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.897190 27.176460 68.958183
31 2025-08-31 48.159151 26.979346 69.768730
32 2025-09-30 48.412661 27.127733 69.557951
33 2025-10-31 48.674622 25.966980 70.015482
34 2025-11-30 48.928133 26.223681 68.522724
13:54:36 - cmdstanpy - INFO - Chain [1] start processing 13:54:37 - cmdstanpy - INFO - Chain [1] done processing 13:54:37 - cmdstanpy - INFO - Chain [1] start processing 13:54:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 144:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.066471 31.270789 61.266380
31 2025-08-31 46.357343 31.555050 62.132517
32 2025-09-30 46.638832 32.086854 59.855387
33 2025-10-31 46.929704 32.516924 61.409536
34 2025-11-30 47.211193 32.872762 61.825592
Forecast for Africa and Product 145:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.202710 32.586287 72.067033
31 2025-08-31 53.078084 33.992724 73.792040
32 2025-09-30 53.925220 34.126503 74.298348
33 2025-10-31 54.800594 33.399281 75.023959
34 2025-11-30 55.647730 36.110683 77.418738
13:54:37 - cmdstanpy - INFO - Chain [1] start processing 13:54:37 - cmdstanpy - INFO - Chain [1] done processing 13:54:37 - cmdstanpy - INFO - Chain [1] start processing 13:54:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 146:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.379518 9.808971 41.312880
31 2025-08-31 24.686815 9.404077 40.039546
32 2025-09-30 24.016458 6.846838 40.139523
33 2025-10-31 23.323755 7.398221 37.973946
34 2025-11-30 22.653397 6.813928 37.446394
Forecast for Africa and Product 147:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.926639 23.401511 68.671109
31 2025-08-31 45.272414 24.552997 65.952052
32 2025-09-30 45.607035 24.250036 66.298398
33 2025-10-31 45.952811 25.309996 67.749400
34 2025-11-30 46.287432 24.824582 67.226728
13:54:37 - cmdstanpy - INFO - Chain [1] start processing 13:54:37 - cmdstanpy - INFO - Chain [1] done processing 13:54:37 - cmdstanpy - INFO - Chain [1] start processing 13:54:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 148:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.549212 13.073155 52.881972
31 2025-08-31 30.972049 11.592383 51.192949
32 2025-09-30 30.413504 10.650917 50.858430
33 2025-10-31 29.836341 10.157210 49.364692
34 2025-11-30 29.277796 6.981515 48.427857
Forecast for Africa and Product 149:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.797061 22.283808 53.199406
31 2025-08-31 37.763500 21.801159 53.671616
32 2025-09-30 37.731021 22.216901 53.498154
33 2025-10-31 37.697460 20.839753 54.066731
34 2025-11-30 37.664981 22.340809 53.446522
13:54:38 - cmdstanpy - INFO - Chain [1] start processing 13:54:38 - cmdstanpy - INFO - Chain [1] done processing 13:54:38 - cmdstanpy - INFO - Chain [1] start processing 13:54:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 150:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.394972 15.699443 52.239305
31 2025-08-31 34.038766 16.039928 51.647705
32 2025-09-30 33.694050 16.948126 51.960294
33 2025-10-31 33.337843 15.991027 51.468031
34 2025-11-30 32.993127 15.248450 50.608113
Forecast for Africa and Product 151:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.444872 29.111170 67.734109
31 2025-08-31 48.960685 31.737592 68.434529
32 2025-09-30 49.459858 32.133521 68.615342
33 2025-10-31 49.975670 30.649926 68.759186
34 2025-11-30 50.474843 31.888310 69.026543
13:54:38 - cmdstanpy - INFO - Chain [1] start processing 13:54:38 - cmdstanpy - INFO - Chain [1] done processing 13:54:38 - cmdstanpy - INFO - Chain [1] start processing 13:54:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 152:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.266475 8.774420 40.868869
31 2025-08-31 24.615260 8.972540 39.762768
32 2025-09-30 23.985053 8.869804 40.941221
33 2025-10-31 23.333839 8.443351 38.611577
34 2025-11-30 22.703631 5.651788 38.805076
Forecast for Africa and Product 153:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.024111 7.437228 48.264712
31 2025-08-31 25.974603 5.543755 45.896088
32 2025-09-30 24.958950 4.858275 45.708430
33 2025-10-31 23.909442 3.790430 43.647237
34 2025-11-30 22.893790 2.689796 44.019598
13:54:38 - cmdstanpy - INFO - Chain [1] start processing 13:54:38 - cmdstanpy - INFO - Chain [1] done processing 13:54:38 - cmdstanpy - INFO - Chain [1] start processing 13:54:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 154:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.027135 33.454698 55.480290
31 2025-08-31 44.563131 33.385466 55.288377
32 2025-09-30 45.081838 34.437019 56.143176
33 2025-10-31 45.617835 34.859699 55.777847
34 2025-11-30 46.136542 35.932442 56.016786
Forecast for Africa and Product 155:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.961093 7.557638 34.329125
31 2025-08-31 19.313491 5.112062 33.028044
32 2025-09-30 18.686781 4.919372 33.531062
33 2025-10-31 18.039179 3.830596 31.659047
34 2025-11-30 17.412469 3.815772 30.381475
13:54:39 - cmdstanpy - INFO - Chain [1] start processing 13:54:39 - cmdstanpy - INFO - Chain [1] done processing 13:54:39 - cmdstanpy - INFO - Chain [1] start processing 13:54:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 156:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.534231 34.112639 71.830696
31 2025-08-31 53.919103 36.612440 73.162269
32 2025-09-30 54.291560 35.270769 72.494109
33 2025-10-31 54.676432 36.147754 72.999390
34 2025-11-30 55.048889 36.504551 73.678259
Forecast for Africa and Product 157:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.557824 26.919051 63.204346
31 2025-08-31 45.715502 27.135733 64.687043
32 2025-09-30 45.868093 26.732857 64.129223
33 2025-10-31 46.025771 26.895094 64.116054
34 2025-11-30 46.178363 27.637039 65.906395
13:54:39 - cmdstanpy - INFO - Chain [1] start processing 13:54:39 - cmdstanpy - INFO - Chain [1] done processing 13:54:39 - cmdstanpy - INFO - Chain [1] start processing 13:54:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 158:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.997008 33.770939 71.416287
31 2025-08-31 53.479391 34.887567 71.758455
32 2025-09-30 53.946214 34.239671 72.298431
33 2025-10-31 54.428597 34.491332 72.537921
34 2025-11-30 54.895420 36.838129 72.789698
Forecast for Africa and Product 159:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.037587 14.878117 49.287455
31 2025-08-31 31.733635 15.316794 50.046683
32 2025-09-30 31.439489 13.226048 48.615990
33 2025-10-31 31.135537 13.716080 49.117786
34 2025-11-30 30.841390 11.731692 47.397164
13:54:39 - cmdstanpy - INFO - Chain [1] start processing 13:54:39 - cmdstanpy - INFO - Chain [1] done processing 13:54:39 - cmdstanpy - INFO - Chain [1] start processing 13:54:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 160:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.411904 15.342322 44.610590
31 2025-08-31 29.253891 15.430532 44.925220
32 2025-09-30 29.100975 14.558582 43.730187
33 2025-10-31 28.942962 13.749623 43.544647
34 2025-11-30 28.790046 13.794794 43.827919
Forecast for Africa and Product 161:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.492292 19.233979 64.172520
31 2025-08-31 41.499909 17.866269 64.347969
32 2025-09-30 41.507279 20.928249 65.490451
33 2025-10-31 41.514896 19.102902 65.323080
34 2025-11-30 41.522267 16.697249 63.125868
13:54:40 - cmdstanpy - INFO - Chain [1] start processing 13:54:40 - cmdstanpy - INFO - Chain [1] done processing 13:54:40 - cmdstanpy - INFO - Chain [1] start processing 13:54:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 162:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.463524 29.996960 58.495526
31 2025-08-31 44.657204 29.987690 59.787073
32 2025-09-30 44.844637 30.535588 59.542409
33 2025-10-31 45.038318 30.627476 60.741142
34 2025-11-30 45.225751 30.263293 60.122956
Forecast for Africa and Product 163:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.544201 18.197688 54.655081
31 2025-08-31 35.067837 16.262380 52.429709
32 2025-09-30 34.606839 17.204242 54.376737
33 2025-10-31 34.130474 16.195017 52.064907
34 2025-11-30 33.669476 16.639453 51.659143
13:54:40 - cmdstanpy - INFO - Chain [1] start processing 13:54:40 - cmdstanpy - INFO - Chain [1] done processing 13:54:40 - cmdstanpy - INFO - Chain [1] start processing 13:54:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 164:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.546887 35.132580 66.403635
31 2025-08-31 51.133456 34.997550 66.090407
32 2025-09-30 51.701104 36.779938 66.696448
33 2025-10-31 52.287673 38.072683 67.878143
34 2025-11-30 52.855321 37.362716 67.790553
Forecast for Africa and Product 165:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.555396 5.840083 51.394955
31 2025-08-31 27.497881 5.492076 48.237801
32 2025-09-30 26.474480 4.060794 48.752089
33 2025-10-31 25.416965 4.119450 46.416936
34 2025-11-30 24.393564 3.299826 45.646013
13:54:40 - cmdstanpy - INFO - Chain [1] start processing 13:54:40 - cmdstanpy - INFO - Chain [1] done processing 13:54:41 - cmdstanpy - INFO - Chain [1] start processing 13:54:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 166:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.980783 12.622597 48.403886
31 2025-08-31 29.357768 10.600745 47.654997
32 2025-09-30 28.754850 11.478699 47.196622
33 2025-10-31 28.131835 8.513704 47.174225
34 2025-11-30 27.528918 8.585093 45.013640
Forecast for Africa and Product 167:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.997015 10.617384 50.901676
31 2025-08-31 30.554760 11.174372 50.137312
32 2025-09-30 30.126771 10.683220 52.203257
33 2025-10-31 29.684516 10.718665 49.321403
34 2025-11-30 29.256527 8.500407 48.656183
13:54:41 - cmdstanpy - INFO - Chain [1] start processing 13:54:41 - cmdstanpy - INFO - Chain [1] done processing 13:54:41 - cmdstanpy - INFO - Chain [1] start processing 13:54:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 168:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.860389 13.126186 46.703934
31 2025-08-31 28.329814 11.882341 43.996822
32 2025-09-30 27.816354 11.623323 44.056591
33 2025-10-31 27.285778 11.452136 43.182142
34 2025-11-30 26.772318 10.867186 44.625534
Forecast for Africa and Product 169:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.504426 17.951734 55.301882
31 2025-08-31 35.463656 17.118079 54.417374
32 2025-09-30 35.424200 17.420509 53.902149
33 2025-10-31 35.383430 17.178262 54.150317
34 2025-11-30 35.343974 16.764700 55.084561
13:54:41 - cmdstanpy - INFO - Chain [1] start processing 13:54:41 - cmdstanpy - INFO - Chain [1] done processing 13:54:41 - cmdstanpy - INFO - Chain [1] start processing 13:54:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 170:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.055240 20.271741 60.966247
31 2025-08-31 41.053056 20.797117 58.992984
32 2025-09-30 41.050943 21.009242 62.672503
33 2025-10-31 41.048759 21.077839 60.009217
34 2025-11-30 41.046646 22.458710 61.863067
Forecast for Africa and Product 171:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.082189 17.826522 51.536450
31 2025-08-31 33.930246 16.129759 52.143001
32 2025-09-30 33.783204 15.980636 52.093479
33 2025-10-31 33.631262 16.650623 51.578486
34 2025-11-30 33.484220 16.254821 52.272387
13:54:41 - cmdstanpy - INFO - Chain [1] start processing 13:54:42 - cmdstanpy - INFO - Chain [1] done processing 13:54:42 - cmdstanpy - INFO - Chain [1] start processing 13:54:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 172:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.250062 29.807732 70.076963
31 2025-08-31 49.693427 27.918107 69.200084
32 2025-09-30 50.122491 28.923206 69.922498
33 2025-10-31 50.565856 28.308228 71.666528
34 2025-11-30 50.994919 30.439432 73.127843
Forecast for Africa and Product 173:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.114596 14.292640 44.488948
31 2025-08-31 28.875383 14.963146 43.236050
32 2025-09-30 28.643887 13.858072 43.391773
33 2025-10-31 28.404674 14.333340 42.116676
34 2025-11-30 28.173178 13.278932 42.006105
13:54:42 - cmdstanpy - INFO - Chain [1] start processing 13:54:42 - cmdstanpy - INFO - Chain [1] done processing 13:54:42 - cmdstanpy - INFO - Chain [1] start processing 13:54:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 174:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.653793 20.797703 53.612579
31 2025-08-31 37.484694 19.592833 54.289642
32 2025-09-30 37.321050 19.297409 54.159351
33 2025-10-31 37.151951 19.161125 55.431652
34 2025-11-30 36.988307 20.405416 54.405348
Forecast for Africa and Product 175:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.239813 9.402439 43.739717
31 2025-08-31 26.835638 10.123061 45.351563
32 2025-09-30 26.444502 8.386005 44.126029
33 2025-10-31 26.040327 8.852712 43.004795
34 2025-11-30 25.649190 7.456894 42.490919
13:54:42 - cmdstanpy - INFO - Chain [1] start processing 13:54:42 - cmdstanpy - INFO - Chain [1] done processing 13:54:42 - cmdstanpy - INFO - Chain [1] start processing 13:54:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 176:
ds yhat yhat_lower yhat_upper
29 2025-06-30 35.556481 16.591703 55.195461
30 2025-07-31 35.604672 15.687557 55.762680
31 2025-08-31 35.652864 14.406203 55.433870
32 2025-09-30 35.699502 16.230201 57.186796
33 2025-10-31 35.747693 15.541710 55.458480
Forecast for Africa and Product 177:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.631954 11.013998 49.695595
31 2025-08-31 28.978540 10.064447 49.777799
32 2025-09-30 28.346204 8.541239 48.312116
33 2025-10-31 27.692791 6.442419 48.794199
34 2025-11-30 27.060455 7.615718 46.923217
13:54:43 - cmdstanpy - INFO - Chain [1] start processing 13:54:43 - cmdstanpy - INFO - Chain [1] done processing 13:54:43 - cmdstanpy - INFO - Chain [1] start processing 13:54:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 178:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.949318 28.633807 78.042808
31 2025-08-31 54.412550 29.615329 81.270159
32 2025-09-30 54.860840 31.513138 78.843542
33 2025-10-31 55.324073 29.216147 80.161911
34 2025-11-30 55.772362 32.183115 78.497256
Forecast for Africa and Product 179:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.630661 8.112554 52.282176
31 2025-08-31 28.942716 6.177032 52.111704
32 2025-09-30 28.276963 5.435035 48.975320
33 2025-10-31 27.589019 5.985313 50.380384
34 2025-11-30 26.923266 4.060468 49.383953
13:54:43 - cmdstanpy - INFO - Chain [1] start processing 13:54:43 - cmdstanpy - INFO - Chain [1] done processing 13:54:43 - cmdstanpy - INFO - Chain [1] start processing 13:54:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 180:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.719929 17.453176 52.859842
31 2025-08-31 34.373662 17.077147 51.484975
32 2025-09-30 34.038564 16.718862 50.323918
33 2025-10-31 33.692296 17.472553 50.953836
34 2025-11-30 33.357198 17.057189 50.653217
Forecast for Africa and Product 181:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.847864 17.729699 58.359286
31 2025-08-31 38.907424 18.547877 58.694929
32 2025-09-30 38.965062 18.492678 58.012877
33 2025-10-31 39.024622 18.881573 60.082118
34 2025-11-30 39.082261 17.331280 59.294676
13:54:43 - cmdstanpy - INFO - Chain [1] start processing 13:54:43 - cmdstanpy - INFO - Chain [1] done processing 13:54:44 - cmdstanpy - INFO - Chain [1] start processing 13:54:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 182:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.840215 19.390935 60.222217
31 2025-08-31 39.740921 19.330199 59.818343
32 2025-09-30 39.644830 19.074482 61.439247
33 2025-10-31 39.545536 19.257607 59.805295
34 2025-11-30 39.449446 19.157683 61.135112
Forecast for Africa and Product 183:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.524289 41.924069 69.057199
31 2025-08-31 55.974818 42.234339 70.357129
32 2025-09-30 56.410815 42.346658 70.639360
33 2025-10-31 56.861345 43.178902 70.802201
34 2025-11-30 57.297341 43.289390 71.007641
13:54:44 - cmdstanpy - INFO - Chain [1] start processing 13:54:44 - cmdstanpy - INFO - Chain [1] done processing 13:54:44 - cmdstanpy - INFO - Chain [1] start processing 13:54:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 184:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.725152 13.100168 46.527179
31 2025-08-31 31.510661 13.776372 49.475181
32 2025-09-30 31.303089 13.792705 49.410605
33 2025-10-31 31.088598 13.371908 48.014110
34 2025-11-30 30.881026 12.608583 48.399799
Forecast for Africa and Product 185:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.178959 25.084678 57.013291
31 2025-08-31 41.873841 25.110084 57.967622
32 2025-09-30 41.578565 27.382320 57.372285
33 2025-10-31 41.273447 26.121132 57.651198
34 2025-11-30 40.978172 25.840477 56.787125
13:54:44 - cmdstanpy - INFO - Chain [1] start processing 13:54:44 - cmdstanpy - INFO - Chain [1] done processing 13:54:44 - cmdstanpy - INFO - Chain [1] start processing 13:54:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 186:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.019414 17.714418 56.024731
31 2025-08-31 37.452085 17.615084 59.016425
32 2025-09-30 36.903058 17.101453 55.976508
33 2025-10-31 36.335729 16.281190 55.140131
34 2025-11-30 35.786702 14.887102 54.930407
13:54:44 - cmdstanpy - INFO - Chain [1] start processing 13:54:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 187:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.219275 31.719640 68.071285
31 2025-08-31 50.580693 32.692495 68.879573
32 2025-09-30 50.930454 32.406183 70.136546
33 2025-10-31 51.291872 33.053778 70.236328
34 2025-11-30 51.641633 32.505141 70.019342
Forecast for Africa and Product 188:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.133609 15.109231 60.680402
31 2025-08-31 37.800326 15.459895 59.095206
32 2025-09-30 37.477795 15.826603 60.421617
33 2025-10-31 37.144513 14.155028 58.990279
34 2025-11-30 36.821982 14.535411 60.294500
13:54:45 - cmdstanpy - INFO - Chain [1] start processing 13:54:45 - cmdstanpy - INFO - Chain [1] done processing 13:54:45 - cmdstanpy - INFO - Chain [1] start processing 13:54:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 189:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.861588 30.260216 74.727176
31 2025-08-31 53.328020 28.577497 76.348757
32 2025-09-30 53.779405 32.026033 77.049488
33 2025-10-31 54.245837 30.233175 76.482784
34 2025-11-30 54.697223 30.013885 77.523599
Forecast for Africa and Product 190:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.706624 20.120847 56.443225
31 2025-08-31 38.857894 19.177431 59.580564
32 2025-09-30 39.004285 18.073902 58.269670
33 2025-10-31 39.155555 20.011324 58.539226
34 2025-11-30 39.301945 19.781609 57.856094
13:54:45 - cmdstanpy - INFO - Chain [1] start processing 13:54:45 - cmdstanpy - INFO - Chain [1] done processing 13:54:45 - cmdstanpy - INFO - Chain [1] start processing 13:54:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 191:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.331456 33.354402 76.937010
31 2025-08-31 56.069447 32.581444 78.642447
32 2025-09-30 56.783632 36.270783 79.465944
33 2025-10-31 57.521623 33.910050 80.189842
34 2025-11-30 58.235808 36.999028 80.186361
Forecast for Africa and Product 192:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.356578 20.329752 65.352783
31 2025-08-31 43.547614 19.084465 67.028787
32 2025-09-30 43.732489 20.615540 66.325774
33 2025-10-31 43.923525 21.302049 68.555635
34 2025-11-30 44.108400 20.144516 66.533998
13:54:45 - cmdstanpy - INFO - Chain [1] start processing 13:54:45 - cmdstanpy - INFO - Chain [1] done processing 13:54:46 - cmdstanpy - INFO - Chain [1] start processing 13:54:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 193:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.393756 34.734418 70.191770
31 2025-08-31 53.197336 35.177548 70.549306
32 2025-09-30 53.974993 35.298662 70.864318
33 2025-10-31 54.778573 36.021575 71.816247
34 2025-11-30 55.556230 38.833752 72.945298
Forecast for Africa and Product 194:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.304167 10.090175 58.464468
31 2025-08-31 34.617542 9.726298 59.041664
32 2025-09-30 33.953065 9.838200 59.816130
33 2025-10-31 33.266439 9.080790 57.658907
34 2025-11-30 32.601963 9.110378 54.858855
13:54:46 - cmdstanpy - INFO - Chain [1] start processing 13:54:46 - cmdstanpy - INFO - Chain [1] done processing 13:54:46 - cmdstanpy - INFO - Chain [1] start processing 13:54:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 195:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.902730 20.862213 56.961675
31 2025-08-31 38.868483 20.925501 57.719913
32 2025-09-30 38.835341 20.208229 56.193608
33 2025-10-31 38.801093 20.936987 58.414410
34 2025-11-30 38.767951 21.550759 56.875891
Forecast for Africa and Product 196:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.025004 23.170995 60.932118
31 2025-08-31 42.285143 22.288323 60.980932
32 2025-09-30 42.536889 24.613017 61.772584
33 2025-10-31 42.797028 24.371105 64.341428
34 2025-11-30 43.048774 24.466761 60.477917
13:54:46 - cmdstanpy - INFO - Chain [1] start processing 13:54:46 - cmdstanpy - INFO - Chain [1] done processing 13:54:46 - cmdstanpy - INFO - Chain [1] start processing 13:54:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 197:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.966135 -0.876371 51.285686
31 2025-08-31 26.344276 0.296143 54.099374
32 2025-09-30 25.742478 -1.907786 53.546733
33 2025-10-31 25.120620 -2.061404 51.293252
34 2025-11-30 24.518822 -2.052720 51.392201
Forecast for Africa and Product 198:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.581509 23.643497 55.513582
31 2025-08-31 39.575291 24.077893 56.173725
32 2025-09-30 39.569274 22.630981 54.596969
33 2025-10-31 39.563056 24.216428 55.826290
34 2025-11-30 39.557039 24.047972 53.348747
13:54:46 - cmdstanpy - INFO - Chain [1] start processing 13:54:46 - cmdstanpy - INFO - Chain [1] done processing 13:54:47 - cmdstanpy - INFO - Chain [1] start processing 13:54:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 199:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.834601 21.755241 59.144937
31 2025-08-31 40.604621 21.672540 58.450353
32 2025-09-30 40.382059 23.167288 57.532446
33 2025-10-31 40.152079 19.207318 58.467286
34 2025-11-30 39.929517 21.549710 57.393270
Forecast for Africa and Product 200:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.731713 11.322772 59.069551
31 2025-08-31 36.172314 10.322383 60.256376
32 2025-09-30 35.630960 10.934544 60.215814
33 2025-10-31 35.071561 9.642741 59.471666
34 2025-11-30 34.530208 10.143043 58.277357
13:54:47 - cmdstanpy - INFO - Chain [1] start processing 13:54:47 - cmdstanpy - INFO - Chain [1] done processing 13:54:47 - cmdstanpy - INFO - Chain [1] start processing 13:54:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 201:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.507727 20.298725 61.689218
31 2025-08-31 40.770648 20.443540 60.140835
32 2025-09-30 41.025088 21.144073 61.895324
33 2025-10-31 41.288009 21.057539 61.256360
34 2025-11-30 41.542449 21.173001 61.674598
Forecast for Africa and Product 202:
ds yhat yhat_lower yhat_upper
30 2025-07-31 13.603472 -11.969047 40.033647
31 2025-08-31 11.694769 -15.559928 38.775654
32 2025-09-30 9.847637 -16.435500 35.984321
33 2025-10-31 7.938934 -20.080834 34.843953
34 2025-11-30 6.091802 -20.576290 32.989516
13:54:47 - cmdstanpy - INFO - Chain [1] start processing 13:54:47 - cmdstanpy - INFO - Chain [1] done processing 13:54:47 - cmdstanpy - INFO - Chain [1] start processing 13:54:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 203:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.170973 23.519273 74.337449
31 2025-08-31 48.568751 23.352596 74.107799
32 2025-09-30 48.953697 24.100125 74.208284
33 2025-10-31 49.351475 23.420290 76.079969
34 2025-11-30 49.736421 25.007516 74.841387
Forecast for Africa and Product 204:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.149519 18.134889 54.080196
31 2025-08-31 35.945599 18.407149 53.085019
32 2025-09-30 35.748257 17.831279 53.524502
33 2025-10-31 35.544337 18.319735 53.164993
34 2025-11-30 35.346995 17.459962 53.232275
13:54:47 - cmdstanpy - INFO - Chain [1] start processing 13:54:47 - cmdstanpy - INFO - Chain [1] done processing 13:54:48 - cmdstanpy - INFO - Chain [1] start processing 13:54:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 205:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.304920 19.795531 56.871964
31 2025-08-31 38.507364 18.631238 57.911861
32 2025-09-30 38.703277 19.468888 60.066938
33 2025-10-31 38.905721 18.792507 58.546815
34 2025-11-30 39.101634 19.368921 59.126741
Forecast for Africa and Product 206:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.712766 15.234779 65.611976
31 2025-08-31 39.662598 12.232370 62.623734
32 2025-09-30 39.614048 13.429140 64.503657
33 2025-10-31 39.563880 14.463544 66.233436
34 2025-11-30 39.515330 14.824454 65.350190
13:54:48 - cmdstanpy - INFO - Chain [1] start processing 13:54:48 - cmdstanpy - INFO - Chain [1] done processing 13:54:48 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Africa and Product 207:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.082787 7.828256 43.970690
31 2025-08-31 25.338745 7.804691 43.283929
32 2025-09-30 24.618703 4.451236 43.530692
33 2025-10-31 23.874661 5.676160 43.531762
34 2025-11-30 23.154619 4.452880 41.480312
13:54:48 - cmdstanpy - INFO - Chain [1] done processing 13:54:48 - cmdstanpy - INFO - Chain [1] start processing 13:54:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 208:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.676908 32.096582 82.470293
31 2025-08-31 57.463611 30.858236 80.969494
32 2025-09-30 58.224937 32.750909 84.453615
33 2025-10-31 59.011640 30.658887 85.146893
34 2025-11-30 59.772965 37.803882 83.404908
Forecast for Africa and Product 209:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.257946 17.062145 66.301323
31 2025-08-31 41.306375 15.795950 67.978116
32 2025-09-30 41.353241 14.996451 66.378995
33 2025-10-31 41.401670 16.111467 67.839355
34 2025-11-30 41.448537 15.599061 65.805190
13:54:48 - cmdstanpy - INFO - Chain [1] start processing 13:54:48 - cmdstanpy - INFO - Chain [1] done processing 13:54:49 - cmdstanpy - INFO - Chain [1] start processing 13:54:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 210:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.256721 23.635218 67.253746
31 2025-08-31 45.664820 21.907773 68.471714
32 2025-09-30 46.059755 22.713346 69.143782
33 2025-10-31 46.467854 23.027072 68.492245
34 2025-11-30 46.862789 22.225517 71.139387
Forecast for Africa and Product 211:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.443797 34.784451 67.451532
31 2025-08-31 51.885099 35.095940 68.360443
32 2025-09-30 52.312165 33.949914 68.625199
33 2025-10-31 52.753467 35.478551 71.148534
34 2025-11-30 53.180533 36.634011 69.694032
13:54:49 - cmdstanpy - INFO - Chain [1] start processing 13:54:49 - cmdstanpy - INFO - Chain [1] done processing 13:54:49 - cmdstanpy - INFO - Chain [1] start processing 13:54:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 212:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.183967 19.766310 64.930977
31 2025-08-31 42.091240 20.612885 64.458249
32 2025-09-30 42.001505 20.607615 64.300852
33 2025-10-31 41.908778 20.981951 64.602943
34 2025-11-30 41.819042 19.047948 64.649529
Forecast for Africa and Product 213:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.852882 17.462615 70.633914
31 2025-08-31 43.745734 16.218328 67.570094
32 2025-09-30 43.642042 18.713089 70.887860
33 2025-10-31 43.534894 16.449473 70.815869
34 2025-11-30 43.431203 16.658008 70.898578
13:54:49 - cmdstanpy - INFO - Chain [1] start processing 13:54:49 - cmdstanpy - INFO - Chain [1] done processing 13:54:49 - cmdstanpy - INFO - Chain [1] start processing 13:54:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 214:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.683131 1.932647 42.968503
31 2025-08-31 21.853648 1.433270 41.554452
32 2025-09-30 21.050923 1.637973 41.409423
33 2025-10-31 20.221440 -0.087428 41.733457
34 2025-11-30 19.418715 -1.016458 40.047007
Forecast for Africa and Product 215:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.194627 25.611556 64.909436
31 2025-08-31 45.269586 26.669805 63.494435
32 2025-09-30 45.342127 26.092095 66.000710
33 2025-10-31 45.417087 25.261811 64.736862
34 2025-11-30 45.489628 25.173652 66.982552
13:54:50 - cmdstanpy - INFO - Chain [1] start processing 13:54:50 - cmdstanpy - INFO - Chain [1] done processing 13:54:50 - cmdstanpy - INFO - Chain [1] start processing 13:54:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 216:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.761723 25.307018 63.598773
31 2025-08-31 45.191914 26.087987 63.545740
32 2025-09-30 45.608227 28.105961 65.073253
33 2025-10-31 46.038418 26.757043 65.699881
34 2025-11-30 46.454731 27.822661 65.383122
Forecast for Africa and Product 217:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.624940 26.775301 64.732903
31 2025-08-31 45.598005 27.653639 63.017337
32 2025-09-30 45.571939 25.846671 66.012718
33 2025-10-31 45.545004 26.065592 65.255753
34 2025-11-30 45.518938 25.935368 64.606168
13:54:50 - cmdstanpy - INFO - Chain [1] start processing 13:54:50 - cmdstanpy - INFO - Chain [1] done processing 13:54:50 - cmdstanpy - INFO - Chain [1] start processing 13:54:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 218:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.866847 -0.409793 52.778953
31 2025-08-31 26.228345 0.113028 52.103412
32 2025-09-30 25.610440 -1.691679 52.524685
33 2025-10-31 24.971938 -2.187706 51.709891
34 2025-11-30 24.354032 -2.911818 50.210668
Forecast for Africa and Product 219:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.411761 15.186828 59.263925
31 2025-08-31 36.047893 14.126209 59.204546
32 2025-09-30 35.695763 13.455378 55.875810
33 2025-10-31 35.331895 13.432277 57.141400
34 2025-11-30 34.979764 12.599991 56.727073
13:54:50 - cmdstanpy - INFO - Chain [1] start processing 13:54:50 - cmdstanpy - INFO - Chain [1] done processing 13:54:50 - cmdstanpy - INFO - Chain [1] start processing 13:54:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 220:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.684713 23.979543 62.657242
31 2025-08-31 44.036027 25.467067 63.242681
32 2025-09-30 44.376009 24.259908 63.240294
33 2025-10-31 44.727324 25.434720 66.160323
34 2025-11-30 45.067305 26.501915 64.034290
Forecast for Africa and Product 221:
ds yhat yhat_lower yhat_upper
30 2025-07-31 5.857468 -14.145462 26.573084
31 2025-08-31 4.484463 -15.051083 22.952246
32 2025-09-30 3.155748 -15.718673 22.059374
33 2025-10-31 1.782743 -16.648093 22.170637
34 2025-11-30 0.454029 -19.129307 18.894788
13:54:51 - cmdstanpy - INFO - Chain [1] start processing 13:54:51 - cmdstanpy - INFO - Chain [1] done processing 13:54:51 - cmdstanpy - INFO - Chain [1] start processing 13:54:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 222:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.182481 25.125210 73.071860
31 2025-08-31 49.479949 25.385133 73.160494
32 2025-09-30 49.767822 27.417814 73.241429
33 2025-10-31 50.065289 26.635799 70.687011
34 2025-11-30 50.353162 23.427845 73.292354
Forecast for Africa and Product 223:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.175082 27.527500 60.452559
31 2025-08-31 44.864972 28.293099 61.372298
32 2025-09-30 45.532607 27.736532 62.817597
33 2025-10-31 46.222497 29.454675 62.560544
34 2025-11-30 46.890133 28.722435 63.347508
13:54:51 - cmdstanpy - INFO - Chain [1] start processing 13:54:51 - cmdstanpy - INFO - Chain [1] done processing 13:54:51 - cmdstanpy - INFO - Chain [1] start processing 13:54:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 224:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.140297 11.870375 46.402339
31 2025-08-31 28.478186 11.059499 45.787796
32 2025-09-30 27.837432 11.563386 45.545678
33 2025-10-31 27.175321 11.073799 43.503629
34 2025-11-30 26.534568 10.330901 44.843643
Forecast for Africa and Product 225:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.607819 11.472530 43.721514
31 2025-08-31 27.102060 10.861889 43.111608
32 2025-09-30 26.612615 10.845488 43.187264
33 2025-10-31 26.106855 10.110215 43.137965
34 2025-11-30 25.617410 10.741931 41.066735
13:54:51 - cmdstanpy - INFO - Chain [1] start processing 13:54:51 - cmdstanpy - INFO - Chain [1] done processing 13:54:52 - cmdstanpy - INFO - Chain [1] start processing 13:54:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 226:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.790313 18.205321 53.297738
31 2025-08-31 36.690572 18.743171 53.497136
32 2025-09-30 36.594049 20.298876 53.148586
33 2025-10-31 36.494309 19.826774 53.974125
34 2025-11-30 36.397785 20.617639 54.880311
Forecast for Africa and Product 227:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.501096 11.048727 49.791389
31 2025-08-31 30.299657 9.052989 49.018590
32 2025-09-30 30.104716 9.775638 49.377272
33 2025-10-31 29.903277 9.718461 49.043500
34 2025-11-30 29.708335 9.206430 48.080477
13:54:52 - cmdstanpy - INFO - Chain [1] start processing 13:54:52 - cmdstanpy - INFO - Chain [1] done processing 13:54:52 - cmdstanpy - INFO - Chain [1] start processing 13:54:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 228:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.728523 31.735347 67.408541
31 2025-08-31 49.239348 31.768580 67.208565
32 2025-09-30 49.733695 32.015972 67.853231
33 2025-10-31 50.244520 31.852369 68.102234
34 2025-11-30 50.738867 34.073610 69.474560
Forecast for Africa and Product 229:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.584923 21.970771 71.662327
31 2025-08-31 46.590769 22.589805 71.138249
32 2025-09-30 46.596427 20.783640 72.008034
33 2025-10-31 46.602274 21.761670 71.691905
34 2025-11-30 46.607932 20.714610 71.034942
13:54:52 - cmdstanpy - INFO - Chain [1] start processing 13:54:52 - cmdstanpy - INFO - Chain [1] done processing 13:54:52 - cmdstanpy - INFO - Chain [1] start processing 13:54:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 230:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.193437 32.400377 80.406165
31 2025-08-31 57.982369 32.793991 82.091930
32 2025-09-30 58.745852 35.079022 84.501434
33 2025-10-31 59.534785 33.475570 84.603060
34 2025-11-30 60.298268 36.036900 85.578409
Forecast for Africa and Product 231:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.980971 14.747766 45.626749
31 2025-08-31 29.745291 15.511986 45.354562
32 2025-09-30 29.517213 14.973618 44.970775
33 2025-10-31 29.281533 13.820920 45.223691
34 2025-11-30 29.053455 13.377931 45.474947
13:54:52 - cmdstanpy - INFO - Chain [1] start processing 13:54:52 - cmdstanpy - INFO - Chain [1] done processing 13:54:53 - cmdstanpy - INFO - Chain [1] start processing 13:54:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 232:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.724761 5.677441 48.734884
31 2025-08-31 27.212539 5.872743 47.318670
32 2025-09-30 26.716840 4.880915 48.082742
33 2025-10-31 26.204618 5.752616 47.624810
34 2025-11-30 25.708920 3.672909 46.955287
Forecast for Africa and Product 233:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.713146 32.397259 70.847518
31 2025-08-31 51.247813 33.140737 69.392513
32 2025-09-30 51.765232 33.363281 70.387293
33 2025-10-31 52.299898 33.258230 72.919791
34 2025-11-30 52.817318 35.116675 71.410066
13:54:53 - cmdstanpy - INFO - Chain [1] start processing 13:54:53 - cmdstanpy - INFO - Chain [1] done processing 13:54:53 - cmdstanpy - INFO - Chain [1] start processing 13:54:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 234:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.382252 19.702667 62.126783
31 2025-08-31 40.559560 21.308833 61.743895
32 2025-09-30 40.731148 19.969738 61.250799
33 2025-10-31 40.908456 22.049505 59.199038
34 2025-11-30 41.080044 20.314048 62.313694
13:54:53 - cmdstanpy - INFO - Chain [1] start processing 13:54:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 235:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.701139 12.423103 48.692670
31 2025-08-31 30.427280 10.064558 48.891589
32 2025-09-30 30.162255 12.137886 48.088276
33 2025-10-31 29.888395 11.115340 49.104089
34 2025-11-30 29.623370 11.973112 48.387754
Forecast for Africa and Product 236:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.100448 7.815550 45.717248
31 2025-08-31 26.285610 8.078499 44.835327
32 2025-09-30 25.497058 6.426084 42.881358
33 2025-10-31 24.682220 8.177195 42.433490
34 2025-11-30 23.893667 5.622412 41.650826
13:54:53 - cmdstanpy - INFO - Chain [1] start processing 13:54:53 - cmdstanpy - INFO - Chain [1] done processing 13:54:54 - cmdstanpy - INFO - Chain [1] start processing 13:54:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 237:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.955872 11.027991 45.854850
31 2025-08-31 28.513149 10.873111 44.712415
32 2025-09-30 28.084707 9.878693 45.193221
33 2025-10-31 27.641984 10.357896 47.250160
34 2025-11-30 27.213543 7.928452 45.086877
Forecast for Africa and Product 238:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.962625 15.648221 54.405917
31 2025-08-31 34.701466 14.478272 54.651780
32 2025-09-30 34.448731 14.409174 53.390032
33 2025-10-31 34.187572 15.193621 52.745203
34 2025-11-30 33.934837 14.790310 54.178378
13:54:54 - cmdstanpy - INFO - Chain [1] start processing 13:54:54 - cmdstanpy - INFO - Chain [1] done processing 13:54:54 - cmdstanpy - INFO - Chain [1] start processing 13:54:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 239:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.999146 22.308637 63.746518
31 2025-08-31 42.958177 22.316031 63.904428
32 2025-09-30 42.918530 20.821208 63.707872
33 2025-10-31 42.877561 22.057328 63.500156
34 2025-11-30 42.837913 22.406193 65.378897
Forecast for Africa and Product 240:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.749802 29.157647 68.944763
31 2025-08-31 50.384439 29.529969 69.208642
32 2025-09-30 50.998604 31.229124 72.478901
33 2025-10-31 51.633242 31.322428 71.836069
34 2025-11-30 52.247407 31.939627 71.427151
13:54:54 - cmdstanpy - INFO - Chain [1] start processing 13:54:54 - cmdstanpy - INFO - Chain [1] done processing 13:54:54 - cmdstanpy - INFO - Chain [1] start processing 13:54:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 241:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.475985 16.352050 49.396609
31 2025-08-31 32.283570 15.146769 48.767751
32 2025-09-30 32.097361 13.548000 48.622816
33 2025-10-31 31.904946 16.004246 49.169024
34 2025-11-30 31.718738 15.046632 49.360027
Forecast for Africa and Product 242:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.140092 9.071453 61.313102
31 2025-08-31 35.820119 9.853416 59.457206
32 2025-09-30 35.510467 9.264211 60.527735
33 2025-10-31 35.190494 9.911694 61.674039
34 2025-11-30 34.880843 9.241716 60.362390
13:54:54 - cmdstanpy - INFO - Chain [1] start processing 13:54:54 - cmdstanpy - INFO - Chain [1] done processing 13:54:55 - cmdstanpy - INFO - Chain [1] start processing 13:54:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 243:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.789928 18.317784 50.497817
31 2025-08-31 34.827695 18.807872 50.580645
32 2025-09-30 34.864244 18.108163 51.612805
33 2025-10-31 34.902011 18.583413 50.598311
34 2025-11-30 34.938560 19.416715 51.397241
Forecast for Africa and Product 244:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.721479 34.753756 70.387233
31 2025-08-31 53.191267 34.630304 71.878923
32 2025-09-30 53.645900 35.408184 72.899091
33 2025-10-31 54.115687 36.292914 72.577107
34 2025-11-30 54.570320 36.671733 71.222800
13:54:55 - cmdstanpy - INFO - Chain [1] start processing 13:54:55 - cmdstanpy - INFO - Chain [1] done processing 13:54:55 - cmdstanpy - INFO - Chain [1] start processing 13:54:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 245:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.110038 7.871730 48.612839
31 2025-08-31 27.477584 6.607785 48.782283
32 2025-09-30 26.865533 5.391311 46.122430
33 2025-10-31 26.233079 4.655194 48.233121
34 2025-11-30 25.621028 4.899723 48.428496
Forecast for Africa and Product 246:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.133915 14.810392 51.476323
31 2025-08-31 32.653752 14.752956 51.014736
32 2025-09-30 32.189078 13.857804 50.680187
33 2025-10-31 31.708914 13.151829 50.905468
34 2025-11-30 31.244240 13.281938 49.950718
13:54:55 - cmdstanpy - INFO - Chain [1] start processing 13:54:55 - cmdstanpy - INFO - Chain [1] done processing 13:54:55 - cmdstanpy - INFO - Chain [1] start processing 13:54:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 247:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.023220 20.839757 49.524015
31 2025-08-31 34.991485 21.176678 50.738599
32 2025-09-30 34.960774 19.964346 49.657734
33 2025-10-31 34.929039 21.119038 49.386708
34 2025-11-30 34.898328 21.054006 49.585928
Forecast for Africa and Product 248:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.534137 22.832469 57.420611
31 2025-08-31 40.806836 23.827818 58.483654
32 2025-09-30 41.070738 23.231608 58.440278
33 2025-10-31 41.343438 25.204194 59.029754
34 2025-11-30 41.607340 24.627605 58.921878
13:54:56 - cmdstanpy - INFO - Chain [1] start processing 13:54:56 - cmdstanpy - INFO - Chain [1] done processing 13:54:56 - cmdstanpy - INFO - Chain [1] start processing 13:54:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 249:
ds yhat yhat_lower yhat_upper
30 2025-07-31 65.389171 43.848364 88.084136
31 2025-08-31 66.430852 46.322078 88.202818
32 2025-09-30 67.438930 47.459909 88.544159
33 2025-10-31 68.480611 47.739073 90.317881
34 2025-11-30 69.488690 48.862429 92.016129
Forecast for Africa and Product 250:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.923892 30.301555 64.477625
31 2025-08-31 47.169079 29.049307 63.726579
32 2025-09-30 47.406357 30.228148 63.581238
33 2025-10-31 47.651543 30.486928 64.901984
34 2025-11-30 47.888821 31.679262 64.071440
13:54:56 - cmdstanpy - INFO - Chain [1] start processing 13:54:56 - cmdstanpy - INFO - Chain [1] done processing 13:54:56 - cmdstanpy - INFO - Chain [1] start processing 13:54:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 251:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.006916 28.453425 67.255034
31 2025-08-31 48.388172 29.344491 67.725232
32 2025-09-30 48.757130 28.824573 67.777687
33 2025-10-31 49.138386 29.671619 67.416534
34 2025-11-30 49.507344 32.657530 67.960705
Forecast for Africa and Product 252:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.211985 31.940199 66.305573
31 2025-08-31 49.680269 31.586675 66.239723
32 2025-09-30 50.133448 31.627623 67.967958
33 2025-10-31 50.601732 32.561331 68.759088
34 2025-11-30 51.054910 34.609106 69.118076
13:54:56 - cmdstanpy - INFO - Chain [1] start processing 13:54:56 - cmdstanpy - INFO - Chain [1] done processing 13:54:56 - cmdstanpy - INFO - Chain [1] start processing 13:54:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 253:
ds yhat yhat_lower yhat_upper
30 2025-07-31 14.525820 -10.389704 39.375766
31 2025-08-31 13.097817 -9.645304 37.911899
32 2025-09-30 11.715878 -11.142461 34.266790
33 2025-10-31 10.287874 -13.398233 34.186595
34 2025-11-30 8.905935 -14.384051 31.602352
Forecast for Africa and Product 254:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.804667 14.676438 61.649925
31 2025-08-31 38.744296 18.202715 62.598000
32 2025-09-30 38.685874 17.589389 60.012975
33 2025-10-31 38.625503 15.379638 61.206706
34 2025-11-30 38.567081 14.789492 60.874064
13:54:57 - cmdstanpy - INFO - Chain [1] start processing 13:54:57 - cmdstanpy - INFO - Chain [1] done processing 13:54:57 - cmdstanpy - INFO - Chain [1] start processing 13:54:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 255:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.051477 -4.625113 42.481879
31 2025-08-31 17.982108 -6.882797 43.336374
32 2025-09-30 16.947235 -7.604917 40.753544
33 2025-10-31 15.877867 -7.895802 40.595012
34 2025-11-30 14.842994 -9.831193 39.378053
Forecast for Africa and Product 256:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.268197 35.986522 75.738803
31 2025-08-31 56.000598 34.155222 75.889314
32 2025-09-30 56.709373 37.141391 78.002273
33 2025-10-31 57.441773 36.286720 78.017822
34 2025-11-30 58.150548 38.638884 78.931688
13:54:57 - cmdstanpy - INFO - Chain [1] start processing 13:54:57 - cmdstanpy - INFO - Chain [1] done processing 13:54:57 - cmdstanpy - INFO - Chain [1] start processing 13:54:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 257:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.400477 30.890434 72.243751
31 2025-08-31 52.914185 32.223832 73.371659
32 2025-09-30 53.411322 32.608438 73.899700
33 2025-10-31 53.925030 33.531099 73.739871
34 2025-11-30 54.422166 33.577332 75.528993
Forecast for Africa and Product 258:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.753219 20.861416 55.594230
31 2025-08-31 38.753750 20.658705 56.125055
32 2025-09-30 38.754264 22.192812 57.147523
33 2025-10-31 38.754795 19.812685 57.420855
34 2025-11-30 38.755310 20.392813 56.425681
13:54:57 - cmdstanpy - INFO - Chain [1] start processing 13:54:57 - cmdstanpy - INFO - Chain [1] done processing 13:54:58 - cmdstanpy - INFO - Chain [1] start processing 13:54:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 259:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.067529 20.927078 56.071340
31 2025-08-31 39.122389 21.380083 55.720839
32 2025-09-30 39.175480 22.453596 56.732784
33 2025-10-31 39.230340 22.876458 56.891188
34 2025-11-30 39.283430 22.955968 57.733430
Forecast for Africa and Product 260:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.146904 23.166231 66.131997
31 2025-08-31 45.213964 23.108755 65.531544
32 2025-09-30 45.278860 24.239444 67.527700
33 2025-10-31 45.345920 22.843381 66.625647
34 2025-11-30 45.410817 24.070208 67.135185
13:54:58 - cmdstanpy - INFO - Chain [1] start processing 13:54:58 - cmdstanpy - INFO - Chain [1] done processing 13:54:58 - cmdstanpy - INFO - Chain [1] start processing 13:54:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 261:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.013815 25.820521 77.345545
31 2025-08-31 49.471104 21.594507 73.341984
32 2025-09-30 49.913642 22.738079 74.782853
33 2025-10-31 50.370931 23.354442 77.552304
34 2025-11-30 50.813468 23.627710 78.389756
Forecast for Africa and Product 262:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.252523 5.210267 44.460369
31 2025-08-31 23.353363 3.266030 43.224840
32 2025-09-30 22.483208 3.912535 41.373126
33 2025-10-31 21.584048 2.272202 41.566505
34 2025-11-30 20.713894 1.790677 39.475315
13:54:58 - cmdstanpy - INFO - Chain [1] start processing 13:54:58 - cmdstanpy - INFO - Chain [1] done processing 13:54:58 - cmdstanpy - INFO - Chain [1] start processing 13:54:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 263:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.723814 26.064632 74.172543
31 2025-08-31 50.224232 25.884733 74.508930
32 2025-09-30 50.708508 26.994202 75.396765
33 2025-10-31 51.208926 25.918206 74.381340
34 2025-11-30 51.693202 27.083990 75.095379
Forecast for Africa and Product 264:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.885591 3.857435 41.422623
31 2025-08-31 22.114181 2.581452 40.561374
32 2025-09-30 21.367655 3.194652 39.935298
33 2025-10-31 20.596245 2.748405 39.860865
34 2025-11-30 19.849720 0.668881 38.729273
13:54:58 - cmdstanpy - INFO - Chain [1] start processing 13:54:58 - cmdstanpy - INFO - Chain [1] done processing 13:54:59 - cmdstanpy - INFO - Chain [1] start processing 13:54:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 265:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.936480 28.480745 63.612648
31 2025-08-31 46.420661 29.264571 63.291344
32 2025-09-30 46.889222 29.504540 63.460461
33 2025-10-31 47.373402 30.045257 64.147221
34 2025-11-30 47.841964 31.131244 65.928754
Forecast for Africa and Product 266:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.184840 25.556567 63.717701
31 2025-08-31 45.081141 26.277535 62.462507
32 2025-09-30 44.980787 26.770233 62.870490
33 2025-10-31 44.877088 25.155234 62.267557
34 2025-11-30 44.776735 26.279462 62.086385
13:54:59 - cmdstanpy - INFO - Chain [1] start processing 13:54:59 - cmdstanpy - INFO - Chain [1] done processing 13:54:59 - cmdstanpy - INFO - Chain [1] start processing 13:54:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 267:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.106139 21.882244 59.954548
31 2025-08-31 41.352328 22.188730 60.002228
32 2025-09-30 41.590574 21.560688 59.508982
33 2025-10-31 41.836763 23.095309 61.486175
34 2025-11-30 42.075010 21.997606 60.039531
Forecast for Africa and Product 268:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.726258 34.071680 70.588423
31 2025-08-31 53.399640 34.545264 73.790232
32 2025-09-30 54.051299 35.666434 73.496139
33 2025-10-31 54.724681 34.051176 72.901919
34 2025-11-30 55.376340 36.215678 76.659813
13:54:59 - cmdstanpy - INFO - Chain [1] start processing 13:54:59 - cmdstanpy - INFO - Chain [1] done processing 13:54:59 - cmdstanpy - INFO - Chain [1] start processing 13:54:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 269:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.241735 23.531470 59.212240
31 2025-08-31 42.276270 24.236443 61.149758
32 2025-09-30 42.309690 23.433020 60.377322
33 2025-10-31 42.344224 24.580889 59.407899
34 2025-11-30 42.377645 24.319066 58.799696
Forecast for Africa and Product 270:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.365486 39.166642 69.374997
31 2025-08-31 55.114099 39.155656 70.205530
32 2025-09-30 55.838563 39.487817 71.608054
33 2025-10-31 56.587175 41.237818 72.070769
34 2025-11-30 57.311639 41.666553 72.151786
13:54:59 - cmdstanpy - INFO - Chain [1] start processing 13:54:59 - cmdstanpy - INFO - Chain [1] done processing 13:55:00 - cmdstanpy - INFO - Chain [1] start processing 13:55:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 271:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.800900 14.892234 58.582266
31 2025-08-31 36.280101 14.874316 57.735605
32 2025-09-30 35.776103 14.091995 55.891803
33 2025-10-31 35.255304 12.345535 56.752694
34 2025-11-30 34.751305 13.976515 57.140473
Forecast for Africa and Product 272:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.192680 21.054349 59.704361
31 2025-08-31 40.293983 22.660009 59.632024
32 2025-09-30 40.392018 21.897489 58.165467
33 2025-10-31 40.493322 21.383587 59.341595
34 2025-11-30 40.591357 20.949340 58.768510
13:55:00 - cmdstanpy - INFO - Chain [1] start processing 13:55:00 - cmdstanpy - INFO - Chain [1] done processing 13:55:00 - cmdstanpy - INFO - Chain [1] start processing 13:55:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 273:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.993639 10.116107 48.786117
31 2025-08-31 29.536946 11.234400 47.154397
32 2025-09-30 29.094986 11.235185 48.126426
33 2025-10-31 28.638293 10.164823 47.361109
34 2025-11-30 28.196332 10.540433 46.259194
Forecast for Africa and Product 274:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.359208 22.146834 66.815875
31 2025-08-31 44.658339 20.839858 68.435600
32 2025-09-30 44.947820 22.298391 69.167035
33 2025-10-31 45.246950 21.265517 67.507602
34 2025-11-30 45.536431 22.719566 66.388505
13:55:00 - cmdstanpy - INFO - Chain [1] start processing 13:55:00 - cmdstanpy - INFO - Chain [1] done processing 13:55:00 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Africa and Product 275:
ds yhat yhat_lower yhat_upper
30 2025-07-31 14.626542 -2.982489 31.825796
31 2025-08-31 13.478797 -4.066963 30.878961
32 2025-09-30 12.368075 -4.444366 29.595957
33 2025-10-31 11.220330 -6.576972 28.332229
34 2025-11-30 10.109609 -6.695001 25.717957
13:55:00 - cmdstanpy - INFO - Chain [1] done processing 13:55:01 - cmdstanpy - INFO - Chain [1] start processing 13:55:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 276:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.880515 30.293280 64.875931
31 2025-08-31 48.340607 29.934645 65.369458
32 2025-09-30 48.785857 31.106187 67.534146
33 2025-10-31 49.245948 31.172674 67.064605
34 2025-11-30 49.691198 31.715328 68.061696
Forecast for Africa and Product 277:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.751445 27.988930 70.381666
31 2025-08-31 48.932320 27.226777 70.360132
32 2025-09-30 49.107360 25.121510 70.179346
33 2025-10-31 49.288235 26.744488 70.278820
34 2025-11-30 49.463275 27.331550 72.288765
13:55:01 - cmdstanpy - INFO - Chain [1] start processing 13:55:01 - cmdstanpy - INFO - Chain [1] done processing 13:55:01 - cmdstanpy - INFO - Chain [1] start processing 13:55:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 278:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.579612 18.850836 57.424057
31 2025-08-31 37.180678 18.720595 56.892500
32 2025-09-30 36.794613 16.179554 56.203850
33 2025-10-31 36.395680 16.009420 55.725355
34 2025-11-30 36.009615 15.322550 54.537889
Forecast for Africa and Product 279:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.963491 4.404250 44.902153
31 2025-08-31 21.975956 0.838180 41.871865
32 2025-09-30 21.020277 0.305818 40.363560
33 2025-10-31 20.032742 -0.710761 41.159214
34 2025-11-30 19.077063 -2.198827 40.360414
13:55:01 - cmdstanpy - INFO - Chain [1] start processing 13:55:01 - cmdstanpy - INFO - Chain [1] done processing 13:55:01 - cmdstanpy - INFO - Chain [1] start processing 13:55:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 280:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.768434 23.504538 55.207250
31 2025-08-31 38.673576 23.369891 54.912720
32 2025-09-30 38.581777 22.139074 54.112802
33 2025-10-31 38.486919 22.423961 54.734898
34 2025-11-30 38.395121 23.207829 54.326322
Forecast for Africa and Product 281:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.392693 13.494860 37.244710
31 2025-08-31 24.905709 12.471375 35.918728
32 2025-09-30 24.434434 12.530056 36.759381
33 2025-10-31 23.947450 11.647718 35.669762
34 2025-11-30 23.476176 10.750600 35.413365
13:55:02 - cmdstanpy - INFO - Chain [1] start processing 13:55:02 - cmdstanpy - INFO - Chain [1] done processing 13:55:02 - cmdstanpy - INFO - Chain [1] start processing 13:55:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 282:
ds yhat yhat_lower yhat_upper
30 2025-07-31 16.226453 -5.082619 37.371456
31 2025-08-31 14.970811 -7.731477 36.650790
32 2025-09-30 13.755673 -7.661165 34.758174
33 2025-10-31 12.500032 -9.460375 34.597300
34 2025-11-30 11.284894 -10.200752 32.042127
Forecast for Africa and Product 283:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.722928 27.340764 70.189772
31 2025-08-31 49.152579 28.781666 72.518878
32 2025-09-30 49.568370 28.785769 71.187928
33 2025-10-31 49.998020 29.788252 72.106535
34 2025-11-30 50.413811 27.795836 69.678035
13:55:02 - cmdstanpy - INFO - Chain [1] start processing 13:55:02 - cmdstanpy - INFO - Chain [1] done processing 13:55:02 - cmdstanpy - INFO - Chain [1] start processing 13:55:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 284:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.376415 17.794195 47.528571
31 2025-08-31 30.884529 14.168640 45.527940
32 2025-09-30 30.408510 15.424876 46.613362
33 2025-10-31 29.916624 14.926973 43.888680
34 2025-11-30 29.440606 12.496679 43.334017
Forecast for Africa and Product 285:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.473233 44.425393 73.286029
31 2025-08-31 59.352964 45.173753 73.709968
32 2025-09-30 60.204318 45.865653 75.362273
33 2025-10-31 61.084049 45.936967 74.821012
34 2025-11-30 61.935402 47.976227 76.965190
13:55:02 - cmdstanpy - INFO - Chain [1] start processing 13:55:02 - cmdstanpy - INFO - Chain [1] done processing 13:55:03 - cmdstanpy - INFO - Chain [1] start processing 13:55:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 286:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.124123 21.082364 53.056659
31 2025-08-31 37.061178 19.819643 54.063635
32 2025-09-30 37.000264 21.558782 53.604941
33 2025-10-31 36.937318 19.929269 52.530106
34 2025-11-30 36.876404 20.251895 52.356246
Forecast for Africa and Product 287:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.182678 13.974646 42.964977
31 2025-08-31 27.661494 12.710007 42.156770
32 2025-09-30 27.157123 11.391177 41.070413
33 2025-10-31 26.635939 11.187365 41.413204
34 2025-11-30 26.131567 11.837326 40.127909
13:55:03 - cmdstanpy - INFO - Chain [1] start processing 13:55:03 - cmdstanpy - INFO - Chain [1] done processing 13:55:03 - cmdstanpy - INFO - Chain [1] start processing 13:55:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 288:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.873991 14.138839 54.002327
31 2025-08-31 32.240991 11.372112 50.484851
32 2025-09-30 31.628409 10.985893 52.085058
33 2025-10-31 30.995409 10.511874 51.248363
34 2025-11-30 30.382827 9.198396 51.904379
Forecast for Africa and Product 289:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.960589 23.575571 63.171774
31 2025-08-31 44.300704 24.900559 65.939970
32 2025-09-30 44.629848 23.124140 64.965851
33 2025-10-31 44.969963 24.446289 65.344548
34 2025-11-30 45.299107 26.183736 65.646169
13:55:03 - cmdstanpy - INFO - Chain [1] start processing 13:55:03 - cmdstanpy - INFO - Chain [1] done processing 13:55:03 - cmdstanpy - INFO - Chain [1] start processing 13:55:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 290:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.218742 29.937280 73.729914
31 2025-08-31 52.718238 31.211939 74.152859
32 2025-09-30 53.201622 31.831645 73.650864
33 2025-10-31 53.701119 33.596152 76.476781
34 2025-11-30 54.184503 33.021927 75.628187
Forecast for Africa and Product 291:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.283256 19.282271 55.963094
31 2025-08-31 37.241184 17.949445 54.550859
32 2025-09-30 37.200469 18.891470 55.591763
33 2025-10-31 37.158397 17.442653 55.277832
34 2025-11-30 37.117683 18.963159 56.334401
13:55:03 - cmdstanpy - INFO - Chain [1] start processing 13:55:04 - cmdstanpy - INFO - Chain [1] done processing 13:55:04 - cmdstanpy - INFO - Chain [1] start processing 13:55:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 292:
ds yhat yhat_lower yhat_upper
30 2025-07-31 64.227347 44.881102 84.948537
31 2025-08-31 65.516897 44.541373 84.890897
32 2025-09-30 66.764850 47.494702 86.611526
33 2025-10-31 68.054400 47.125945 87.078195
34 2025-11-30 69.302352 49.712192 89.948106
Forecast for Africa and Product 293:
ds yhat yhat_lower yhat_upper
30 2025-07-31 69.874290 45.832814 93.771282
31 2025-08-31 71.169968 48.011444 95.016160
32 2025-09-30 72.423850 46.787787 96.957288
33 2025-10-31 73.719529 47.619626 98.791574
34 2025-11-30 74.973411 50.261115 99.763434
13:55:04 - cmdstanpy - INFO - Chain [1] start processing 13:55:04 - cmdstanpy - INFO - Chain [1] done processing 13:55:04 - cmdstanpy - INFO - Chain [1] start processing 13:55:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 294:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.673247 18.348463 53.726102
31 2025-08-31 35.257878 17.726062 54.372278
32 2025-09-30 34.855909 17.516131 53.094589
33 2025-10-31 34.440540 16.072363 52.943519
34 2025-11-30 34.038571 15.017877 52.164420
Forecast for Africa and Product 295:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.265341 16.952451 60.228278
31 2025-08-31 39.360609 16.977651 61.114640
32 2025-09-30 39.452804 15.067246 61.725973
33 2025-10-31 39.548073 16.516508 61.977932
34 2025-11-30 39.640268 16.118945 62.105775
13:55:04 - cmdstanpy - INFO - Chain [1] start processing 13:55:04 - cmdstanpy - INFO - Chain [1] done processing 13:55:04 - cmdstanpy - INFO - Chain [1] start processing 13:55:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 296:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.520907 7.058077 50.011284
31 2025-08-31 29.199340 6.721503 51.075592
32 2025-09-30 28.888146 8.054724 50.669867
33 2025-10-31 28.566579 6.768331 51.341590
34 2025-11-30 28.255386 5.057756 51.330567
Forecast for Africa and Product 297:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.164639 3.156837 39.161478
31 2025-08-31 20.314343 1.487773 38.534126
32 2025-09-30 19.491476 1.460617 38.003496
33 2025-10-31 18.641180 0.832477 36.723255
34 2025-11-30 17.818313 -0.239127 37.190809
13:55:05 - cmdstanpy - INFO - Chain [1] start processing 13:55:05 - cmdstanpy - INFO - Chain [1] done processing 13:55:05 - cmdstanpy - INFO - Chain [1] start processing 13:55:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 298:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.372536 25.327549 66.383168
31 2025-08-31 45.397502 25.301085 65.588657
32 2025-09-30 45.421661 27.153958 66.449034
33 2025-10-31 45.446626 26.085238 66.254354
34 2025-11-30 45.470786 26.510641 64.880401
Forecast for Africa and Product 299:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.963487 32.844525 73.739677
31 2025-08-31 53.559850 31.854591 73.550309
32 2025-09-30 54.136976 32.811656 74.743595
33 2025-10-31 54.733339 33.859345 76.601769
34 2025-11-30 55.310464 36.517172 77.162043
13:55:05 - cmdstanpy - INFO - Chain [1] start processing 13:55:05 - cmdstanpy - INFO - Chain [1] done processing 13:55:05 - cmdstanpy - INFO - Chain [1] start processing 13:55:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 300:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.112267 7.927302 42.478832
31 2025-08-31 24.650670 8.723347 41.262121
32 2025-09-30 24.203964 6.800751 41.798233
33 2025-10-31 23.742367 6.447211 39.165310
34 2025-11-30 23.295660 6.608771 41.356714
Forecast for Africa and Product 301:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.722905 18.668352 65.628463
31 2025-08-31 41.944953 19.324715 64.635618
32 2025-09-30 42.159839 17.189644 64.351532
33 2025-10-31 42.381888 17.575829 65.538643
34 2025-11-30 42.596774 19.404750 67.382470
13:55:05 - cmdstanpy - INFO - Chain [1] start processing 13:55:05 - cmdstanpy - INFO - Chain [1] done processing 13:55:05 - cmdstanpy - INFO - Chain [1] start processing 13:55:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 302:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.480444 17.153252 53.685684
31 2025-08-31 36.244331 19.105243 55.224532
32 2025-09-30 36.015835 17.641145 53.965643
33 2025-10-31 35.779723 16.888388 56.441200
34 2025-11-30 35.551227 16.575256 54.277022
Forecast for Africa and Product 303:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.479299 7.197590 53.113149
31 2025-08-31 28.773539 7.425480 52.914600
32 2025-09-30 28.090546 6.141442 50.046537
33 2025-10-31 27.384786 3.838773 49.439381
34 2025-11-30 26.701792 2.159606 49.347715
13:55:06 - cmdstanpy - INFO - Chain [1] start processing 13:55:06 - cmdstanpy - INFO - Chain [1] done processing 13:55:06 - cmdstanpy - INFO - Chain [1] start processing 13:55:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 304:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.692565 3.266945 43.006686
31 2025-08-31 22.014663 2.128833 39.702147
32 2025-09-30 21.358629 2.383030 40.338258
33 2025-10-31 20.680727 1.457049 40.259128
34 2025-11-30 20.024693 0.670794 38.065078
Forecast for Africa and Product 305:
ds yhat yhat_lower yhat_upper
29 2025-06-30 46.154023 28.560750 65.027207
30 2025-07-31 46.383050 27.860194 66.638833
31 2025-08-31 46.612078 29.591455 64.898376
32 2025-09-30 46.833718 29.244855 65.470652
33 2025-10-31 47.062745 29.120746 63.447960
13:55:06 - cmdstanpy - INFO - Chain [1] start processing 13:55:06 - cmdstanpy - INFO - Chain [1] done processing 13:55:06 - cmdstanpy - INFO - Chain [1] start processing 13:55:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 306:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.785951 18.764847 59.109915
31 2025-08-31 38.565646 18.526246 58.033295
32 2025-09-30 38.352447 16.963702 60.149657
33 2025-10-31 38.132141 17.485215 59.587677
34 2025-11-30 37.918942 17.334424 58.269836
Forecast for Africa and Product 307:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.259608 30.719333 80.333742
31 2025-08-31 55.807341 29.434050 81.222058
32 2025-09-30 56.337406 29.226363 82.005840
33 2025-10-31 56.885139 30.062733 82.529975
34 2025-11-30 57.415204 31.766799 81.557839
13:55:06 - cmdstanpy - INFO - Chain [1] start processing 13:55:06 - cmdstanpy - INFO - Chain [1] done processing 13:55:06 - cmdstanpy - INFO - Chain [1] start processing 13:55:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 308:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.437647 17.487882 66.090801
31 2025-08-31 42.642659 19.902669 66.493841
32 2025-09-30 42.841057 18.349264 65.953415
33 2025-10-31 43.046069 18.202984 67.366259
34 2025-11-30 43.244468 19.836444 68.294006
Forecast for Africa and Product 309:
ds yhat yhat_lower yhat_upper
30 2025-07-31 13.276368 -1.406416 27.883526
31 2025-08-31 12.049201 -1.897951 27.504630
32 2025-09-30 10.861620 -3.903911 25.341658
33 2025-10-31 9.634453 -4.471086 24.180690
34 2025-11-30 8.446872 -6.161490 23.325159
13:55:07 - cmdstanpy - INFO - Chain [1] start processing 13:55:07 - cmdstanpy - INFO - Chain [1] done processing 13:55:07 - cmdstanpy - INFO - Chain [1] start processing 13:55:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 310:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.748953 21.642072 55.126210
31 2025-08-31 38.088641 22.441889 55.676608
32 2025-09-30 38.417371 21.269134 54.185893
33 2025-10-31 38.757059 21.136146 54.452159
34 2025-11-30 39.085789 21.196920 56.604943
Forecast for Africa and Product 311:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.107637 20.026915 53.819689
31 2025-08-31 36.038364 18.825899 53.683957
32 2025-09-30 35.971326 18.696075 51.870005
33 2025-10-31 35.902053 17.788049 53.134099
34 2025-11-30 35.835014 19.040651 52.366357
13:55:07 - cmdstanpy - INFO - Chain [1] start processing 13:55:07 - cmdstanpy - INFO - Chain [1] done processing 13:55:07 - cmdstanpy - INFO - Chain [1] start processing 13:55:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 312:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.827349 18.311676 50.555657
31 2025-08-31 34.407008 18.598776 49.290755
32 2025-09-30 34.000226 19.276455 50.513026
33 2025-10-31 33.579885 16.684459 48.751021
34 2025-11-30 33.173104 17.546231 48.825319
Forecast for Africa and Product 313:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.373451 14.691756 58.707368
31 2025-08-31 35.915704 12.870837 58.001809
32 2025-09-30 35.472723 12.727673 57.734935
33 2025-10-31 35.014976 12.916182 57.911586
34 2025-11-30 34.571995 12.173311 55.179928
13:55:07 - cmdstanpy - INFO - Chain [1] start processing 13:55:07 - cmdstanpy - INFO - Chain [1] done processing 13:55:08 - cmdstanpy - INFO - Chain [1] start processing 13:55:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 314:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.284356 11.624023 52.390218
31 2025-08-31 30.921461 7.984441 51.447515
32 2025-09-30 30.570272 7.831696 52.265856
33 2025-10-31 30.207378 7.441825 51.849279
34 2025-11-30 29.856189 6.278963 50.103725
Forecast for Africa and Product 315:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.861676 14.524016 58.579318
31 2025-08-31 35.619040 15.667873 59.230062
32 2025-09-30 35.384232 14.639775 58.366539
33 2025-10-31 35.141597 13.444811 55.802899
34 2025-11-30 34.906789 11.414986 56.962246
13:55:08 - cmdstanpy - INFO - Chain [1] start processing 13:55:08 - cmdstanpy - INFO - Chain [1] done processing 13:55:08 - cmdstanpy - INFO - Chain [1] start processing 13:55:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 316:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.151696 16.263801 53.902979
31 2025-08-31 34.908096 16.634526 53.513751
32 2025-09-30 34.672354 15.490487 53.435595
33 2025-10-31 34.428753 15.999235 52.025002
34 2025-11-30 34.193011 15.325562 52.702613
Forecast for Africa and Product 317:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.686616 29.250990 77.025770
31 2025-08-31 53.933893 28.243707 80.048816
32 2025-09-30 54.173194 29.337084 78.202660
33 2025-10-31 54.420471 29.545388 75.725004
34 2025-11-30 54.659772 31.938415 77.099575
13:55:08 - cmdstanpy - INFO - Chain [1] start processing 13:55:08 - cmdstanpy - INFO - Chain [1] done processing 13:55:08 - cmdstanpy - INFO - Chain [1] start processing 13:55:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 318:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.733344 38.011588 69.731754
31 2025-08-31 55.266766 39.474594 70.745422
32 2025-09-30 55.782982 39.746133 72.490116
33 2025-10-31 56.316404 41.306503 72.816170
34 2025-11-30 56.832619 41.353148 72.195618
Forecast for Africa and Product 319:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.803900 22.576649 66.061544
31 2025-08-31 43.559272 24.402563 63.978989
32 2025-09-30 43.322536 23.325302 64.304093
33 2025-10-31 43.077909 21.485524 64.829399
34 2025-11-30 42.841173 22.564399 65.843907
13:55:08 - cmdstanpy - INFO - Chain [1] start processing 13:55:09 - cmdstanpy - INFO - Chain [1] done processing 13:55:09 - cmdstanpy - INFO - Chain [1] start processing 13:55:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 320:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.766439 29.802784 82.325623
31 2025-08-31 56.092959 30.124366 82.351755
32 2025-09-30 56.408945 31.965307 82.152539
33 2025-10-31 56.735465 30.355542 82.103763
34 2025-11-30 57.051452 32.803806 80.868049
Forecast for Africa and Product 321:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.800206 21.595991 63.734341
31 2025-08-31 42.836337 21.708061 63.550123
32 2025-09-30 42.871302 22.997867 64.762651
33 2025-10-31 42.907433 21.069107 63.684608
34 2025-11-30 42.942399 20.506415 65.148532
13:55:09 - cmdstanpy - INFO - Chain [1] start processing 13:55:09 - cmdstanpy - INFO - Chain [1] done processing 13:55:09 - cmdstanpy - INFO - Chain [1] start processing 13:55:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 322:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.001002 10.824061 52.696979
31 2025-08-31 31.941357 11.729401 50.926920
32 2025-09-30 31.883637 12.457188 52.553571
33 2025-10-31 31.823992 12.432293 50.787186
34 2025-11-30 31.766272 9.932774 52.169020
Forecast for Africa and Product 323:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.694641 0.851266 46.266222
31 2025-08-31 22.780232 2.978135 44.264812
32 2025-09-30 21.895321 -0.362451 43.798131
33 2025-10-31 20.980912 -0.023891 42.939786
34 2025-11-30 20.096001 -0.581647 42.707284
13:55:09 - cmdstanpy - INFO - Chain [1] start processing 13:55:09 - cmdstanpy - INFO - Chain [1] done processing 13:55:09 - cmdstanpy - INFO - Chain [1] start processing 13:55:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 324:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.096494 14.117637 50.785143
31 2025-08-31 32.410310 13.631833 51.252359
32 2025-09-30 31.746261 13.178840 51.596144
33 2025-10-31 31.060077 11.998911 49.757057
34 2025-11-30 30.396027 10.703064 48.462423
Forecast for Africa and Product 325:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.800006 21.577955 53.348654
31 2025-08-31 37.789424 21.115745 53.087452
32 2025-09-30 37.779183 20.606620 53.571746
33 2025-10-31 37.768600 23.907879 53.281015
34 2025-11-30 37.758359 23.081786 53.608123
13:55:10 - cmdstanpy - INFO - Chain [1] start processing 13:55:10 - cmdstanpy - INFO - Chain [1] done processing 13:55:10 - cmdstanpy - INFO - Chain [1] start processing 13:55:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 326:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.520247 22.746787 60.659721
31 2025-08-31 42.691806 20.731698 62.348188
32 2025-09-30 42.857831 21.158084 62.985214
33 2025-10-31 43.029389 23.971538 63.270629
34 2025-11-30 43.195414 22.284871 61.911466
Forecast for Africa and Product 327:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.125940 12.144445 56.686154
31 2025-08-31 33.946435 11.151665 54.960396
32 2025-09-30 33.772721 9.096372 56.286129
33 2025-10-31 33.593216 10.242832 56.380465
34 2025-11-30 33.419501 11.406041 54.848168
13:55:10 - cmdstanpy - INFO - Chain [1] start processing 13:55:10 - cmdstanpy - INFO - Chain [1] done processing 13:55:10 - cmdstanpy - INFO - Chain [1] start processing 13:55:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 328:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.560915 28.571147 64.186573
31 2025-08-31 46.871712 30.400535 64.351504
32 2025-09-30 47.172484 28.527808 64.222477
33 2025-10-31 47.483281 27.897004 66.099996
34 2025-11-30 47.784053 29.312751 64.992014
Forecast for Africa and Product 329:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.777847 1.173873 43.720431
31 2025-08-31 21.996471 1.917561 43.428741
32 2025-09-30 21.240302 -0.506271 41.951617
33 2025-10-31 20.458926 -0.129603 42.371423
34 2025-11-30 19.702756 -1.728926 40.098771
13:55:10 - cmdstanpy - INFO - Chain [1] start processing 13:55:10 - cmdstanpy - INFO - Chain [1] done processing 13:55:10 - cmdstanpy - INFO - Chain [1] start processing 13:55:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 330:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.285180 23.823113 65.158067
31 2025-08-31 45.388581 24.221771 67.076303
32 2025-09-30 45.488646 23.828226 67.007651
33 2025-10-31 45.592047 26.251413 66.826107
34 2025-11-30 45.692112 23.793368 67.638036
Forecast for Africa and Product 331:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.898981 17.943013 57.643410
31 2025-08-31 37.511684 19.037928 58.312586
32 2025-09-30 37.136880 17.128142 57.337341
33 2025-10-31 36.749582 16.197540 57.044205
34 2025-11-30 36.374778 16.632319 55.917725
13:55:11 - cmdstanpy - INFO - Chain [1] start processing 13:55:11 - cmdstanpy - INFO - Chain [1] done processing 13:55:11 - cmdstanpy - INFO - Chain [1] start processing 13:55:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 332:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.292641 20.898412 60.504065
31 2025-08-31 41.288459 21.351984 60.580351
32 2025-09-30 41.284411 22.205330 60.453232
33 2025-10-31 41.280229 21.990361 60.182327
34 2025-11-30 41.276182 21.314576 60.169507
Forecast for Africa and Product 333:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.808181 9.602462 42.743713
31 2025-08-31 25.177249 8.585618 43.012951
32 2025-09-30 24.566670 7.462038 41.750326
33 2025-10-31 23.935739 7.374016 40.213123
34 2025-11-30 23.325160 4.810212 38.978691
13:55:11 - cmdstanpy - INFO - Chain [1] start processing 13:55:11 - cmdstanpy - INFO - Chain [1] done processing 13:55:11 - cmdstanpy - INFO - Chain [1] start processing 13:55:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 334:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.232140 19.112378 57.837076
31 2025-08-31 39.141082 19.009169 58.997947
32 2025-09-30 39.052962 19.302725 57.763893
33 2025-10-31 38.961904 20.556832 58.147035
34 2025-11-30 38.873784 20.889190 58.704386
Forecast for Africa and Product 335:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.960507 17.300774 59.989399
31 2025-08-31 39.979517 18.923738 62.568352
32 2025-09-30 39.997914 18.005121 61.796716
33 2025-10-31 40.016925 19.986093 61.399678
34 2025-11-30 40.035322 19.772636 62.657336
13:55:11 - cmdstanpy - INFO - Chain [1] start processing 13:55:11 - cmdstanpy - INFO - Chain [1] done processing 13:55:12 - cmdstanpy - INFO - Chain [1] start processing 13:55:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 336:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.597446 14.810842 43.290794
31 2025-08-31 28.098293 14.200938 41.648987
32 2025-09-30 27.615242 12.541892 42.853092
33 2025-10-31 27.116089 11.757622 40.185724
34 2025-11-30 26.633038 12.300354 40.987766
Forecast for Africa and Product 337:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.075309 5.214852 45.304207
31 2025-08-31 24.466297 5.160149 45.188613
32 2025-09-30 23.876930 4.270144 44.823437
33 2025-10-31 23.267918 3.120116 44.461713
34 2025-11-30 22.678551 2.719669 42.310421
13:55:12 - cmdstanpy - INFO - Chain [1] start processing 13:55:12 - cmdstanpy - INFO - Chain [1] done processing 13:55:12 - cmdstanpy - INFO - Chain [1] start processing 13:55:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 338:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.399908 1.764879 37.251683
31 2025-08-31 17.256317 0.590330 33.773078
32 2025-09-30 16.149617 -2.246160 33.962266
33 2025-10-31 15.006026 -1.181066 31.493513
34 2025-11-30 13.899326 -3.470775 31.263822
Forecast for Africa and Product 339:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.236048 5.783368 40.587996
31 2025-08-31 22.146406 4.613282 39.805895
32 2025-09-30 21.091913 3.372805 39.633328
33 2025-10-31 20.002271 1.791698 38.186646
34 2025-11-30 18.947779 0.318217 36.175912
13:55:12 - cmdstanpy - INFO - Chain [1] start processing 13:55:12 - cmdstanpy - INFO - Chain [1] done processing 13:55:12 - cmdstanpy - INFO - Chain [1] start processing 13:55:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 340:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.352302 14.102558 50.228992
31 2025-08-31 32.002880 14.393625 50.955369
32 2025-09-30 31.664730 14.215890 50.509911
33 2025-10-31 31.315308 13.435384 49.605078
34 2025-11-30 30.977158 13.021818 48.520057
Forecast for Africa and Product 341:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.934228 25.081424 67.329437
31 2025-08-31 47.077221 26.825106 68.928291
32 2025-09-30 47.215601 26.156436 68.379953
33 2025-10-31 47.358595 26.268456 67.621585
34 2025-11-30 47.496975 26.976108 68.228574
13:55:12 - cmdstanpy - INFO - Chain [1] start processing 13:55:12 - cmdstanpy - INFO - Chain [1] done processing 13:55:13 - cmdstanpy - INFO - Chain [1] start processing 13:55:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 342:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.336096 11.148519 47.749341
31 2025-08-31 29.779168 10.905485 46.604139
32 2025-09-30 29.240205 12.254749 47.135740
33 2025-10-31 28.683277 12.028653 46.029056
34 2025-11-30 28.144315 9.884468 44.672883
Forecast for Africa and Product 343:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.404755 34.653711 66.060685
31 2025-08-31 51.048096 34.842968 67.029575
32 2025-09-30 51.670684 36.135663 67.110341
33 2025-10-31 52.314025 36.442679 69.245284
34 2025-11-30 52.936613 37.189365 68.682444
13:55:13 - cmdstanpy - INFO - Chain [1] start processing 13:55:13 - cmdstanpy - INFO - Chain [1] done processing 13:55:13 - cmdstanpy - INFO - Chain [1] start processing 13:55:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 344:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.836222 20.230416 58.933477
31 2025-08-31 39.827341 19.812568 59.733354
32 2025-09-30 39.818746 19.303289 60.267342
33 2025-10-31 39.809865 20.614640 59.748991
34 2025-11-30 39.801270 19.920210 62.060775
Forecast for Africa and Product 345:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.990140 38.046975 81.684540
31 2025-08-31 59.840679 38.495674 81.897044
32 2025-09-30 60.663781 39.654128 83.152374
33 2025-10-31 61.514320 40.282292 83.210402
34 2025-11-30 62.337423 42.331374 84.399785
13:55:13 - cmdstanpy - INFO - Chain [1] start processing 13:55:13 - cmdstanpy - INFO - Chain [1] done processing 13:55:13 - cmdstanpy - INFO - Chain [1] start processing 13:55:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 346:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.654422 19.846995 56.568591
31 2025-08-31 36.260822 17.758425 54.974205
32 2025-09-30 35.879919 17.564794 52.137240
33 2025-10-31 35.486319 16.193536 53.468771
34 2025-11-30 35.105416 17.276604 53.461890
Forecast for Africa and Product 347:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.607879 33.619707 69.995682
31 2025-08-31 53.080749 34.293146 71.953030
32 2025-09-30 53.538365 35.810162 70.738913
33 2025-10-31 54.011235 35.976025 71.864871
34 2025-11-30 54.468851 37.705172 71.338124
13:55:13 - cmdstanpy - INFO - Chain [1] start processing 13:55:14 - cmdstanpy - INFO - Chain [1] done processing 13:55:14 - cmdstanpy - INFO - Chain [1] start processing 13:55:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 348:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.776210 14.768302 53.281170
31 2025-08-31 34.568210 14.567844 54.524749
32 2025-09-30 34.366919 13.972455 54.386235
33 2025-10-31 34.158918 14.488780 52.560872
34 2025-11-30 33.957628 14.255048 54.259556
Forecast for Africa and Product 349:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.133494 21.078362 62.009077
31 2025-08-31 41.055474 20.673809 60.484779
32 2025-09-30 40.979971 21.303881 60.658955
33 2025-10-31 40.901952 21.238715 60.048478
34 2025-11-30 40.826449 21.379994 60.862639
13:55:14 - cmdstanpy - INFO - Chain [1] start processing 13:55:14 - cmdstanpy - INFO - Chain [1] done processing 13:55:14 - cmdstanpy - INFO - Chain [1] start processing 13:55:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 350:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.834650 26.498525 58.654418
31 2025-08-31 41.529990 24.470899 57.937337
32 2025-09-30 41.235157 24.350212 58.142275
33 2025-10-31 40.930497 24.869063 58.882005
34 2025-11-30 40.635664 25.560200 57.092394
Forecast for Africa and Product 351:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.852342 18.269468 63.519676
31 2025-08-31 40.807238 19.034009 63.866135
32 2025-09-30 40.763590 20.830600 62.805774
33 2025-10-31 40.718486 19.743616 62.050487
34 2025-11-30 40.674838 18.531494 61.395402
13:55:14 - cmdstanpy - INFO - Chain [1] start processing 13:55:14 - cmdstanpy - INFO - Chain [1] done processing 13:55:14 - cmdstanpy - INFO - Chain [1] start processing 13:55:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 352:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.867382 14.955823 59.857383
31 2025-08-31 36.454663 13.804733 59.183544
32 2025-09-30 36.055256 13.089864 58.246288
33 2025-10-31 35.642536 13.890352 59.621869
34 2025-11-30 35.243130 13.473661 56.285306
Forecast for Africa and Product 353:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.661974 31.153209 59.976156
31 2025-08-31 46.035438 30.461497 60.490130
32 2025-09-30 46.396855 31.386948 60.948022
33 2025-10-31 46.770319 32.065356 62.139638
34 2025-11-30 47.131735 32.446204 61.390289
13:55:15 - cmdstanpy - INFO - Chain [1] start processing 13:55:15 - cmdstanpy - INFO - Chain [1] done processing 13:55:15 - cmdstanpy - INFO - Chain [1] start processing 13:55:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 354:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.649139 24.329637 59.559182
31 2025-08-31 41.888655 24.185101 60.056329
32 2025-09-30 42.120444 23.314814 58.951736
33 2025-10-31 42.359959 24.721993 60.375625
34 2025-11-30 42.591748 24.107488 59.966494
13:55:15 - cmdstanpy - INFO - Chain [1] start processing 13:55:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 355:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.035111 29.716999 70.674658
31 2025-08-31 50.552182 30.140241 73.192181
32 2025-09-30 51.052573 30.180343 72.978082
33 2025-10-31 51.569645 30.395906 72.335531
34 2025-11-30 52.070036 30.642003 73.019488
Forecast for Africa and Product 356:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.707445 18.897512 53.214852
31 2025-08-31 36.749628 18.815696 54.060940
32 2025-09-30 36.790452 18.896025 54.736702
33 2025-10-31 36.832636 19.829865 55.393467
34 2025-11-30 36.873459 19.715159 54.391696
13:55:15 - cmdstanpy - INFO - Chain [1] start processing 13:55:15 - cmdstanpy - INFO - Chain [1] done processing 13:55:15 - cmdstanpy - INFO - Chain [1] start processing 13:55:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 357:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.062684 32.208579 61.716697
31 2025-08-31 47.553464 32.830571 61.447854
32 2025-09-30 48.028413 33.758555 62.709951
33 2025-10-31 48.519194 33.619266 62.307421
34 2025-11-30 48.994143 34.056240 64.185648
Forecast for Africa and Product 358:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.868035 35.194295 74.326115
31 2025-08-31 55.530052 33.958980 75.954256
32 2025-09-30 56.170714 36.971148 76.417020
33 2025-10-31 56.832731 36.120400 76.879907
34 2025-11-30 57.473393 36.196321 77.920466
13:55:15 - cmdstanpy - INFO - Chain [1] start processing 13:55:16 - cmdstanpy - INFO - Chain [1] done processing 13:55:16 - cmdstanpy - INFO - Chain [1] start processing 13:55:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 359:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.744008 21.404916 64.646522
31 2025-08-31 43.018096 21.215098 63.396882
32 2025-09-30 43.283343 22.079147 63.101588
33 2025-10-31 43.557431 24.073715 63.609158
34 2025-11-30 43.822677 24.437082 64.364642
Forecast for Africa and Product 360:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.586524 17.496885 61.870045
31 2025-08-31 38.650776 17.048876 60.805257
32 2025-09-30 38.712955 16.769104 59.091699
33 2025-10-31 38.777207 19.242600 59.944120
34 2025-11-30 38.839386 16.921831 61.199891
13:55:16 - cmdstanpy - INFO - Chain [1] start processing 13:55:16 - cmdstanpy - INFO - Chain [1] done processing 13:55:16 - cmdstanpy - INFO - Chain [1] start processing 13:55:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 361:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.194079 16.876529 56.667196
31 2025-08-31 36.197610 17.149153 54.722860
32 2025-09-30 36.201027 16.823081 55.897711
33 2025-10-31 36.204558 17.476899 55.999635
34 2025-11-30 36.207975 14.930519 54.544558
Forecast for Africa and Product 362:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.297267 2.831682 43.836901
31 2025-08-31 21.254423 0.131695 42.775788
32 2025-09-30 20.245218 -0.149215 41.823912
33 2025-10-31 19.202374 -1.896156 41.399626
34 2025-11-30 18.193170 -2.129864 39.071006
13:55:16 - cmdstanpy - INFO - Chain [1] start processing 13:55:16 - cmdstanpy - INFO - Chain [1] done processing 13:55:16 - cmdstanpy - INFO - Chain [1] start processing 13:55:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 363:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.329171 41.095732 75.135928
31 2025-08-31 59.300737 42.752753 75.035993
32 2025-09-30 60.240963 43.013443 77.174569
33 2025-10-31 61.212529 44.880996 77.250367
34 2025-11-30 62.152755 45.756778 78.037478
Forecast for Africa and Product 364:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.155793 21.499571 61.725700
31 2025-08-31 41.209679 21.309778 60.414641
32 2025-09-30 41.261826 21.570710 59.870055
33 2025-10-31 41.315712 21.344115 61.490870
34 2025-11-30 41.367860 23.015394 59.997088
13:55:17 - cmdstanpy - INFO - Chain [1] start processing 13:55:17 - cmdstanpy - INFO - Chain [1] done processing 13:55:17 - cmdstanpy - INFO - Chain [1] start processing 13:55:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 365:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.239666 18.086267 44.219947
31 2025-08-31 30.992558 18.921046 44.602532
32 2025-09-30 30.753421 18.262967 44.340784
33 2025-10-31 30.506312 18.297751 43.834028
34 2025-11-30 30.267175 16.811999 44.132121
Forecast for Africa and Product 366:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.970028 3.261782 44.905721
31 2025-08-31 23.222038 4.073282 43.628078
32 2025-09-30 22.498178 1.869870 41.679384
33 2025-10-31 21.750188 1.717165 41.686602
34 2025-11-30 21.026327 1.160510 43.249928
13:55:17 - cmdstanpy - INFO - Chain [1] start processing 13:55:17 - cmdstanpy - INFO - Chain [1] done processing 13:55:17 - cmdstanpy - INFO - Chain [1] start processing 13:55:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 367:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.366967 26.541776 66.723130
31 2025-08-31 46.586943 27.936611 66.400441
32 2025-09-30 46.799823 26.614270 66.547269
33 2025-10-31 47.019799 27.561790 66.953015
34 2025-11-30 47.232679 27.779747 69.066268
Forecast for Africa and Product 368:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.834031 14.418030 50.141498
31 2025-08-31 30.388802 12.458043 47.999520
32 2025-09-30 29.957935 11.850373 48.585020
33 2025-10-31 29.512706 11.530083 47.284257
34 2025-11-30 29.081840 10.034998 46.434768
13:55:17 - cmdstanpy - INFO - Chain [1] start processing 13:55:17 - cmdstanpy - INFO - Chain [1] done processing 13:55:18 - cmdstanpy - INFO - Chain [1] start processing 13:55:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 369:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.257082 30.513677 72.747451
31 2025-08-31 52.784907 32.254339 73.939410
32 2025-09-30 53.295706 30.844007 74.507129
33 2025-10-31 53.823531 32.982702 75.998983
34 2025-11-30 54.334330 34.177796 75.387163
Forecast for Africa and Product 370:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.501104 4.589904 44.011645
31 2025-08-31 23.649285 2.665092 43.152315
32 2025-09-30 22.824945 3.819064 44.400454
33 2025-10-31 21.973126 2.234197 40.837136
34 2025-11-30 21.148786 0.919136 40.051076
13:55:18 - cmdstanpy - INFO - Chain [1] start processing 13:55:18 - cmdstanpy - INFO - Chain [1] done processing 13:55:18 - cmdstanpy - INFO - Chain [1] start processing 13:55:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 371:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.236728 28.330154 64.881524
31 2025-08-31 47.573500 29.323007 64.726816
32 2025-09-30 47.899408 28.724318 65.483938
33 2025-10-31 48.236180 28.991832 66.435390
34 2025-11-30 48.562088 30.305345 67.184206
Forecast for Africa and Product 372:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.945482 4.748313 44.679016
31 2025-08-31 23.982659 3.760396 43.881783
32 2025-09-30 23.050895 4.316451 41.750133
33 2025-10-31 22.088072 2.456767 40.312170
34 2025-11-30 21.156307 2.390725 39.539643
13:55:18 - cmdstanpy - INFO - Chain [1] start processing 13:55:18 - cmdstanpy - INFO - Chain [1] done processing 13:55:18 - cmdstanpy - INFO - Chain [1] start processing 13:55:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 373:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.314861 24.558406 73.470358
31 2025-08-31 49.649365 23.754852 75.640530
32 2025-09-30 49.973078 24.631138 74.990139
33 2025-10-31 50.307582 25.541880 75.947367
34 2025-11-30 50.631295 25.319223 76.634377
Forecast for Africa and Product 374:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.660041 28.695372 70.405824
31 2025-08-31 48.728070 28.693045 67.889435
32 2025-09-30 48.793905 26.929739 69.486848
33 2025-10-31 48.861933 28.576586 68.824440
34 2025-11-30 48.927768 28.758259 68.197751
13:55:18 - cmdstanpy - INFO - Chain [1] start processing 13:55:18 - cmdstanpy - INFO - Chain [1] done processing 13:55:19 - cmdstanpy - INFO - Chain [1] start processing 13:55:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 375:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.129950 6.514829 40.132107
31 2025-08-31 23.507912 6.386867 40.085393
32 2025-09-30 22.905941 6.106370 40.923384
33 2025-10-31 22.283903 4.936486 37.594032
34 2025-11-30 21.681932 5.905464 38.779193
Forecast for Africa and Product 376:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.117036 20.014097 56.143181
31 2025-08-31 37.925391 21.106283 56.110973
32 2025-09-30 37.739928 21.108878 55.637265
33 2025-10-31 37.548283 18.942944 57.423516
34 2025-11-30 37.362820 18.793520 55.796873
13:55:19 - cmdstanpy - INFO - Chain [1] start processing 13:55:19 - cmdstanpy - INFO - Chain [1] done processing 13:55:19 - cmdstanpy - INFO - Chain [1] start processing 13:55:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 377:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.939013 10.561722 42.004973
31 2025-08-31 26.217755 10.344818 41.497140
32 2025-09-30 25.519764 9.304369 41.002298
33 2025-10-31 24.798507 9.234033 41.532353
34 2025-11-30 24.100516 7.907304 39.544062
Forecast for Africa and Product 378:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.804446 10.881934 51.650722
31 2025-08-31 31.328878 9.176836 52.596042
32 2025-09-30 30.868651 8.738713 51.945016
33 2025-10-31 30.393084 9.769954 51.026823
34 2025-11-30 29.932857 7.186564 51.183526
13:55:19 - cmdstanpy - INFO - Chain [1] start processing 13:55:19 - cmdstanpy - INFO - Chain [1] done processing 13:55:19 - cmdstanpy - INFO - Chain [1] start processing 13:55:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 379:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.146303 14.393223 55.645217
31 2025-08-31 34.765243 13.458454 55.243638
32 2025-09-30 34.396475 14.027801 55.010979
33 2025-10-31 34.015415 11.335994 55.427978
34 2025-11-30 33.646648 12.763303 54.918230
Forecast for Africa and Product 380:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.486606 -3.958822 43.423819
31 2025-08-31 19.316395 -7.558264 46.018274
32 2025-09-30 18.183933 -7.655007 44.109579
33 2025-10-31 17.013722 -7.921029 41.920856
34 2025-11-30 15.881259 -8.231865 39.694576
13:55:19 - cmdstanpy - INFO - Chain [1] start processing 13:55:19 - cmdstanpy - INFO - Chain [1] done processing 13:55:20 - cmdstanpy - INFO - Chain [1] start processing 13:55:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 381:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.756667 32.875550 61.040812
31 2025-08-31 47.060688 32.815483 62.680191
32 2025-09-30 47.354901 32.719352 62.143167
33 2025-10-31 47.658922 33.112649 63.294975
34 2025-11-30 47.953135 33.201644 62.206518
Forecast for Africa and Product 382:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.391473 21.420289 52.989908
31 2025-08-31 37.471032 22.702459 53.899020
32 2025-09-30 37.548024 22.808395 53.073015
33 2025-10-31 37.627582 22.838985 54.470668
34 2025-11-30 37.704574 22.272887 53.415805
13:55:20 - cmdstanpy - INFO - Chain [1] start processing 13:55:20 - cmdstanpy - INFO - Chain [1] done processing 13:55:20 - cmdstanpy - INFO - Chain [1] start processing 13:55:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 383:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.392159 25.200586 69.830904
31 2025-08-31 47.920695 26.974667 70.427485
32 2025-09-30 48.432181 27.150721 69.274654
33 2025-10-31 48.960717 28.014424 70.047536
34 2025-11-30 49.472203 28.170264 70.971898
Forecast for Africa and Product 384:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.497998 25.064804 65.968987
31 2025-08-31 44.569133 25.830130 64.022540
32 2025-09-30 44.637973 25.727525 63.861306
33 2025-10-31 44.709107 24.718875 62.155198
34 2025-11-30 44.777947 24.661806 64.400342
13:55:20 - cmdstanpy - INFO - Chain [1] start processing 13:55:20 - cmdstanpy - INFO - Chain [1] done processing 13:55:20 - cmdstanpy - INFO - Chain [1] start processing 13:55:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 385:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.702005 34.043168 67.887915
31 2025-08-31 52.300718 35.715012 69.523728
32 2025-09-30 52.880119 36.615376 69.130855
33 2025-10-31 53.478832 36.159308 70.514510
34 2025-11-30 54.058233 37.214373 71.554527
Forecast for Africa and Product 386:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.113309 15.285041 43.188766
31 2025-08-31 28.547216 14.419621 43.267687
32 2025-09-30 27.999384 13.820498 41.791531
33 2025-10-31 27.433291 13.711894 41.071591
34 2025-11-30 26.885459 12.309197 40.357038
13:55:21 - cmdstanpy - INFO - Chain [1] start processing 13:55:21 - cmdstanpy - INFO - Chain [1] done processing 13:55:21 - cmdstanpy - INFO - Chain [1] start processing 13:55:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 387:
ds yhat yhat_lower yhat_upper
30 2025-07-31 62.479182 38.085732 86.901835
31 2025-08-31 63.590234 40.227122 88.637523
32 2025-09-30 64.665445 39.581041 88.507396
33 2025-10-31 65.776496 43.931181 90.389018
34 2025-11-30 66.851707 42.714012 89.481347
Forecast for Africa and Product 388:
ds yhat yhat_lower yhat_upper
30 2025-07-31 7.206671 -11.807784 26.408171
31 2025-08-31 5.642817 -14.701601 24.078779
32 2025-09-30 4.129410 -14.021134 22.251987
33 2025-10-31 2.565555 -16.425542 21.362285
34 2025-11-30 1.052148 -17.394441 17.951003
13:55:21 - cmdstanpy - INFO - Chain [1] start processing 13:55:21 - cmdstanpy - INFO - Chain [1] done processing 13:55:21 - cmdstanpy - INFO - Chain [1] start processing 13:55:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 389:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.633992 21.612966 63.345895
31 2025-08-31 41.812519 21.327186 64.599644
32 2025-09-30 41.985287 19.024121 63.931362
33 2025-10-31 42.163815 19.861294 65.353140
34 2025-11-30 42.336583 19.774693 65.065996
Forecast for Africa and Product 390:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.210433 8.411141 56.669532
31 2025-08-31 32.670416 9.383282 58.528264
32 2025-09-30 32.147818 9.297408 55.483256
33 2025-10-31 31.607801 7.065331 55.595817
34 2025-11-30 31.085204 6.390821 54.480146
13:55:21 - cmdstanpy - INFO - Chain [1] start processing 13:55:21 - cmdstanpy - INFO - Chain [1] done processing 13:55:21 - cmdstanpy - INFO - Chain [1] start processing 13:55:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 391:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.095144 8.623889 46.755854
31 2025-08-31 27.589627 8.356565 47.040220
32 2025-09-30 27.100417 8.161683 46.738089
33 2025-10-31 26.594900 7.035748 45.970989
34 2025-11-30 26.105690 7.104393 44.741313
Forecast for Africa and Product 392:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.383985 13.322180 46.119277
31 2025-08-31 28.684725 10.323149 46.298741
32 2025-09-30 28.008022 10.282635 44.898096
33 2025-10-31 27.308762 10.157508 44.697139
34 2025-11-30 26.632058 9.447774 42.231665
13:55:22 - cmdstanpy - INFO - Chain [1] start processing 13:55:22 - cmdstanpy - INFO - Chain [1] done processing 13:55:22 - cmdstanpy - INFO - Chain [1] start processing 13:55:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 393:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.966606 16.629136 64.231916
31 2025-08-31 39.958054 16.057623 63.685147
32 2025-09-30 39.949777 16.228521 63.184574
33 2025-10-31 39.941224 17.204394 64.285119
34 2025-11-30 39.932947 17.011825 63.328971
Forecast for Africa and Product 394:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.144231 21.865533 56.652104
31 2025-08-31 39.390613 23.054654 57.421690
32 2025-09-30 39.629047 21.107904 58.175826
33 2025-10-31 39.875429 22.605026 57.710940
34 2025-11-30 40.113863 22.095099 58.360436
13:55:22 - cmdstanpy - INFO - Chain [1] start processing 13:55:22 - cmdstanpy - INFO - Chain [1] done processing 13:55:22 - cmdstanpy - INFO - Chain [1] start processing 13:55:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 395:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.807141 17.075920 60.321018
31 2025-08-31 38.610818 18.115275 61.259466
32 2025-09-30 38.420827 13.120843 60.766834
33 2025-10-31 38.224503 15.525062 61.040432
34 2025-11-30 38.034512 15.097587 61.681692
Forecast for Africa and Product 396:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.144242 4.572251 40.209472
31 2025-08-31 21.332745 5.770652 39.571181
32 2025-09-30 20.547425 3.011060 39.186929
33 2025-10-31 19.735928 1.221028 36.820675
34 2025-11-30 18.950609 1.695974 37.200989
13:55:22 - cmdstanpy - INFO - Chain [1] start processing 13:55:22 - cmdstanpy - INFO - Chain [1] done processing 13:55:22 - cmdstanpy - INFO - Chain [1] start processing 13:55:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 397:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.531532 35.098087 69.286716
31 2025-08-31 52.254744 34.883336 69.034763
32 2025-09-30 52.954625 37.539920 70.159320
33 2025-10-31 53.677837 36.193552 71.191981
34 2025-11-30 54.377719 37.728665 71.983024
Forecast for Africa and Product 398:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.246093 19.310472 63.256511
31 2025-08-31 42.509117 21.499397 64.093999
32 2025-09-30 42.763656 21.148518 63.827324
33 2025-10-31 43.026680 21.511989 65.272851
34 2025-11-30 43.281219 20.437466 65.210548
13:55:23 - cmdstanpy - INFO - Chain [1] start processing 13:55:23 - cmdstanpy - INFO - Chain [1] done processing 13:55:23 - cmdstanpy - INFO - Chain [1] start processing 13:55:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 399:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.470309 29.020768 63.230405
31 2025-08-31 46.609924 29.759876 64.235071
32 2025-09-30 46.745036 30.778311 63.817890
33 2025-10-31 46.884651 30.767609 63.223689
34 2025-11-30 47.019763 29.572174 62.455660
Forecast for Africa and Product 400:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.562062 24.352258 70.670473
31 2025-08-31 47.892280 24.770647 72.682902
32 2025-09-30 48.211845 24.453017 70.330061
33 2025-10-31 48.542062 24.097177 71.744053
34 2025-11-30 48.861627 25.043774 70.983302
13:55:23 - cmdstanpy - INFO - Chain [1] start processing 13:55:23 - cmdstanpy - INFO - Chain [1] done processing 13:55:23 - cmdstanpy - INFO - Chain [1] start processing 13:55:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 401:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.548215 18.379255 47.507286
31 2025-08-31 33.461273 16.739793 49.369585
32 2025-09-30 33.377136 17.295632 48.760086
33 2025-10-31 33.290194 18.055129 49.604750
34 2025-11-30 33.206056 17.455805 49.419038
Forecast for Africa and Product 402:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.001008 15.930376 50.579810
31 2025-08-31 32.350416 15.292848 49.714189
32 2025-09-30 31.720812 15.019566 49.675330
33 2025-10-31 31.070221 14.624579 48.762823
34 2025-11-30 30.440616 12.585634 46.575632
13:55:23 - cmdstanpy - INFO - Chain [1] start processing 13:55:23 - cmdstanpy - INFO - Chain [1] done processing 13:55:24 - cmdstanpy - INFO - Chain [1] start processing 13:55:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 403:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.338902 17.879896 55.871571
31 2025-08-31 37.141421 19.078770 56.120796
32 2025-09-30 36.950310 18.764941 56.031229
33 2025-10-31 36.752829 17.625675 55.450825
34 2025-11-30 36.561719 17.086718 55.705912
Forecast for Africa and Product 404:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.513566 15.046484 42.172370
31 2025-08-31 28.144309 15.114730 40.991309
32 2025-09-30 27.786964 14.555339 39.926409
33 2025-10-31 27.417707 13.509626 40.694904
34 2025-11-30 27.060361 13.821133 39.868301
13:55:24 - cmdstanpy - INFO - Chain [1] start processing 13:55:24 - cmdstanpy - INFO - Chain [1] done processing 13:55:24 - cmdstanpy - INFO - Chain [1] start processing 13:55:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 405:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.181908 35.780715 75.936642
31 2025-08-31 56.951432 37.443566 77.134382
32 2025-09-30 57.696133 39.392171 77.217439
33 2025-10-31 58.465657 37.993664 77.518881
34 2025-11-30 59.210358 38.610582 80.089810
Forecast for Africa and Product 406:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.870293 19.330730 55.571488
31 2025-08-31 37.721941 19.301472 55.842904
32 2025-09-30 37.578375 18.066732 56.535194
33 2025-10-31 37.430024 19.970251 56.207715
34 2025-11-30 37.286458 19.825344 55.743601
13:55:24 - cmdstanpy - INFO - Chain [1] start processing 13:55:24 - cmdstanpy - INFO - Chain [1] done processing 13:55:24 - cmdstanpy - INFO - Chain [1] start processing 13:55:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 407:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.195595 19.389645 59.334761
31 2025-08-31 39.891720 19.055714 60.289268
32 2025-09-30 39.597647 16.416600 61.987738
33 2025-10-31 39.293772 18.102728 60.964947
34 2025-11-30 38.999699 16.178413 60.261509
Forecast for Africa and Product 408:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.812908 44.004200 76.745667
31 2025-08-31 60.977530 44.225207 77.709991
32 2025-09-30 62.104584 45.208828 80.435516
33 2025-10-31 63.269205 48.245422 80.640218
34 2025-11-30 64.396259 47.535628 81.482436
13:55:24 - cmdstanpy - INFO - Chain [1] start processing 13:55:24 - cmdstanpy - INFO - Chain [1] done processing 13:55:25 - cmdstanpy - INFO - Chain [1] start processing 13:55:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 409:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.314317 20.128721 60.756184
31 2025-08-31 41.355134 19.194619 60.715899
32 2025-09-30 41.394634 19.007315 62.470536
33 2025-10-31 41.435450 19.613763 62.819750
34 2025-11-30 41.474950 21.394189 62.159087
Forecast for Africa and Product 410:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.127350 31.570475 74.586067
31 2025-08-31 54.739744 33.272349 75.886332
32 2025-09-30 55.332383 33.845349 77.141443
33 2025-10-31 55.944777 35.637525 77.636968
34 2025-11-30 56.537417 34.539121 76.716422
13:55:25 - cmdstanpy - INFO - Chain [1] start processing 13:55:25 - cmdstanpy - INFO - Chain [1] done processing 13:55:25 - cmdstanpy - INFO - Chain [1] start processing 13:55:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 411:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.702707 0.942424 44.353370
31 2025-08-31 20.810738 0.033053 41.931521
32 2025-09-30 19.947543 -1.783347 39.032099
33 2025-10-31 19.055574 -2.534501 38.832305
34 2025-11-30 18.192379 -3.059449 39.798849
Forecast for Africa and Product 412:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.810275 41.698765 79.007839
31 2025-08-31 61.945529 42.512441 80.921562
32 2025-09-30 63.044162 44.711018 83.117476
33 2025-10-31 64.179416 46.020734 81.963786
34 2025-11-30 65.278049 46.611680 83.753399
13:55:25 - cmdstanpy - INFO - Chain [1] start processing 13:55:25 - cmdstanpy - INFO - Chain [1] done processing 13:55:25 - cmdstanpy - INFO - Chain [1] start processing 13:55:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 413:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.890232 38.498888 80.923387
31 2025-08-31 60.838747 38.329767 84.631629
32 2025-09-30 61.756665 39.693534 83.741957
33 2025-10-31 62.705180 40.391102 87.610212
34 2025-11-30 63.623098 41.199663 86.044760
Forecast for Africa and Product 414:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.599314 33.381067 66.923123
31 2025-08-31 51.025591 33.424322 66.650602
32 2025-09-30 51.438118 34.859897 68.828531
33 2025-10-31 51.864396 34.939413 67.870830
34 2025-11-30 52.276922 34.390309 69.179426
13:55:26 - cmdstanpy - INFO - Chain [1] start processing 13:55:26 - cmdstanpy - INFO - Chain [1] done processing 13:55:26 - cmdstanpy - INFO - Chain [1] start processing 13:55:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 415:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.626988 25.701035 65.431154
31 2025-08-31 46.774613 27.398139 66.412560
32 2025-09-30 46.917476 28.071859 67.305332
33 2025-10-31 47.065101 28.149170 66.523528
34 2025-11-30 47.207964 25.576703 66.191034
Forecast for Africa and Product 416:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.432932 14.175284 46.847189
31 2025-08-31 30.092897 13.552987 46.623896
32 2025-09-30 29.763831 12.185633 47.640934
33 2025-10-31 29.423796 12.037609 46.416180
34 2025-11-30 29.094729 11.671898 45.323270
13:55:26 - cmdstanpy - INFO - Chain [1] start processing 13:55:26 - cmdstanpy - INFO - Chain [1] done processing 13:55:26 - cmdstanpy - INFO - Chain [1] start processing 13:55:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 417:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.142764 12.821267 44.634332
31 2025-08-31 27.726367 12.666570 42.475576
32 2025-09-30 27.323402 10.758903 42.318674
33 2025-10-31 26.907005 12.266031 41.914624
34 2025-11-30 26.504041 10.964582 41.588859
Forecast for Africa and Product 418:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.956009 26.939202 61.087831
31 2025-08-31 44.329321 27.202402 62.558274
32 2025-09-30 44.690590 26.985064 60.634376
33 2025-10-31 45.063901 27.038853 63.239170
34 2025-11-30 45.425170 27.712670 62.877926
13:55:26 - cmdstanpy - INFO - Chain [1] start processing 13:55:26 - cmdstanpy - INFO - Chain [1] done processing 13:55:26 - cmdstanpy - INFO - Chain [1] start processing 13:55:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 419:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.556149 26.615073 63.112000
31 2025-08-31 44.835504 27.150031 63.310712
32 2025-09-30 45.105848 26.357411 61.982454
33 2025-10-31 45.385203 27.673869 63.775741
34 2025-11-30 45.655547 27.305144 61.450022
Forecast for Africa and Product 420:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.441328 1.157735 36.729286
31 2025-08-31 17.139536 -2.701580 34.594284
32 2025-09-30 15.879737 -2.708908 34.358247
33 2025-10-31 14.577945 -3.225216 34.330527
34 2025-11-30 13.318147 -5.562632 32.325031
13:55:27 - cmdstanpy - INFO - Chain [1] start processing 13:55:27 - cmdstanpy - INFO - Chain [1] done processing 13:55:27 - cmdstanpy - INFO - Chain [1] start processing 13:55:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 421:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.394876 29.089643 76.850068
31 2025-08-31 52.716873 29.455128 75.253483
32 2025-09-30 53.028483 29.254005 77.107408
33 2025-10-31 53.350479 30.130475 77.144600
34 2025-11-30 53.662089 30.398812 76.086027
13:55:27 - cmdstanpy - INFO - Chain [1] start processing 13:55:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 422:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.934609 14.998843 56.194775
31 2025-08-31 35.726773 13.474521 54.845324
32 2025-09-30 35.525642 15.551674 57.122389
33 2025-10-31 35.317807 13.497808 54.676911
34 2025-11-30 35.116676 15.215094 55.323912
Forecast for Africa and Product 423:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.097028 20.413058 65.798892
31 2025-08-31 42.993236 19.685256 65.283577
32 2025-09-30 42.892792 21.116318 65.035165
33 2025-10-31 42.789000 19.497355 66.307094
34 2025-11-30 42.688556 19.634339 66.085155
13:55:27 - cmdstanpy - INFO - Chain [1] start processing 13:55:27 - cmdstanpy - INFO - Chain [1] done processing 13:55:27 - cmdstanpy - INFO - Chain [1] start processing 13:55:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 424:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.707141 7.523839 37.646448
31 2025-08-31 21.979080 7.102576 37.059046
32 2025-09-30 21.274505 8.676769 36.588774
33 2025-10-31 20.546444 5.906566 35.140251
34 2025-11-30 19.841869 5.686060 34.902695
Forecast for Africa and Product 425:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.238663 37.613698 73.253791
31 2025-08-31 55.570805 39.647010 72.900575
32 2025-09-30 55.892232 38.944439 74.377785
33 2025-10-31 56.224374 38.206239 74.408736
34 2025-11-30 56.545801 38.463207 72.992675
13:55:28 - cmdstanpy - INFO - Chain [1] start processing 13:55:28 - cmdstanpy - INFO - Chain [1] done processing 13:55:28 - cmdstanpy - INFO - Chain [1] start processing 13:55:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 426:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.332965 5.219618 41.790103
31 2025-08-31 22.400274 4.840924 41.408407
32 2025-09-30 21.497669 3.572417 39.197070
33 2025-10-31 20.564978 2.394396 37.151492
34 2025-11-30 19.662373 1.214794 37.618313
Forecast for Africa and Product 427:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.843557 34.046656 55.771596
31 2025-08-31 45.261601 34.658649 57.148631
32 2025-09-30 45.666159 35.516454 56.520040
33 2025-10-31 46.084203 34.342235 57.496026
34 2025-11-30 46.488761 34.474284 56.836534
13:55:28 - cmdstanpy - INFO - Chain [1] start processing 13:55:28 - cmdstanpy - INFO - Chain [1] done processing 13:55:28 - cmdstanpy - INFO - Chain [1] start processing 13:55:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 428:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.196272 30.235262 71.384164
31 2025-08-31 50.521481 30.233112 69.720526
32 2025-09-30 50.836199 29.750934 70.430423
33 2025-10-31 51.161407 30.094890 70.495830
34 2025-11-30 51.476125 30.699408 69.074537
Forecast for Africa and Product 429:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.232022 8.987124 45.171890
31 2025-08-31 26.598955 8.579974 46.009619
32 2025-09-30 25.986310 6.887985 43.664315
33 2025-10-31 25.353243 6.998356 42.575529
34 2025-11-30 24.740597 6.826775 42.006607
13:55:28 - cmdstanpy - INFO - Chain [1] start processing 13:55:28 - cmdstanpy - INFO - Chain [1] done processing 13:55:28 - cmdstanpy - INFO - Chain [1] start processing 13:55:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 430:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.172458 25.680610 66.396358
31 2025-08-31 46.285368 27.320062 66.833341
32 2025-09-30 46.394635 26.704762 67.574908
33 2025-10-31 46.507545 26.010319 66.241724
34 2025-11-30 46.616813 26.329001 68.741900
Forecast for Africa and Product 431:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.385065 7.403948 47.842886
31 2025-08-31 26.402855 5.251817 47.067288
32 2025-09-30 25.452329 4.683893 45.367878
33 2025-10-31 24.470119 2.525309 45.397481
34 2025-11-30 23.519594 1.986643 45.747072
13:55:29 - cmdstanpy - INFO - Chain [1] start processing 13:55:29 - cmdstanpy - INFO - Chain [1] done processing 13:55:29 - cmdstanpy - INFO - Chain [1] start processing 13:55:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 432:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.532303 22.487128 52.578645
31 2025-08-31 37.218809 21.055542 51.903678
32 2025-09-30 36.915428 22.184263 51.504354
33 2025-10-31 36.601935 22.510511 51.208527
34 2025-11-30 36.298554 21.058972 50.562799
Forecast for Africa and Product 433:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.524829 12.911450 51.731231
31 2025-08-31 30.895975 12.931479 50.132284
32 2025-09-30 30.287407 12.255947 49.623634
33 2025-10-31 29.658554 9.660419 49.573721
34 2025-11-30 29.049986 9.958649 48.546093
13:55:29 - cmdstanpy - INFO - Chain [1] start processing 13:55:29 - cmdstanpy - INFO - Chain [1] done processing 13:55:29 - cmdstanpy - INFO - Chain [1] start processing 13:55:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 434:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.932514 25.626488 50.529588
31 2025-08-31 36.714361 25.465848 48.888030
32 2025-09-30 36.503245 24.564031 48.571297
33 2025-10-31 36.285092 24.849819 48.648047
34 2025-11-30 36.073976 24.269164 48.166129
Forecast for Africa and Product 435:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.170909 28.495560 65.899172
31 2025-08-31 46.439709 27.678952 65.199544
32 2025-09-30 46.699838 27.995788 65.780465
33 2025-10-31 46.968637 27.321399 66.897691
34 2025-11-30 47.228766 29.170154 66.913282
13:55:29 - cmdstanpy - INFO - Chain [1] start processing 13:55:29 - cmdstanpy - INFO - Chain [1] done processing 13:55:30 - cmdstanpy - INFO - Chain [1] start processing 13:55:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 436:
ds yhat yhat_lower yhat_upper
30 2025-07-31 63.830358 46.153388 79.785856
31 2025-08-31 65.271354 48.669980 80.755256
32 2025-09-30 66.665865 50.860610 81.837682
33 2025-10-31 68.106861 50.939719 84.448355
34 2025-11-30 69.501372 51.734641 85.014015
Forecast for Africa and Product 437:
ds yhat yhat_lower yhat_upper
30 2025-07-31 11.291454 -3.797891 25.916858
31 2025-08-31 9.717704 -6.078825 25.395938
32 2025-09-30 8.194721 -5.844074 22.463881
33 2025-10-31 6.620971 -9.246126 21.793053
34 2025-11-30 5.097987 -9.797199 19.950169
13:55:30 - cmdstanpy - INFO - Chain [1] start processing 13:55:30 - cmdstanpy - INFO - Chain [1] done processing 13:55:30 - cmdstanpy - INFO - Chain [1] start processing 13:55:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 438:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.191907 16.474954 50.454196
31 2025-08-31 35.269921 18.029437 52.089714
32 2025-09-30 35.345419 18.440513 53.057563
33 2025-10-31 35.423434 18.105445 52.567103
34 2025-11-30 35.498932 19.981384 53.022929
Forecast for Africa and Product 439:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.582880 6.653338 46.049098
31 2025-08-31 25.739261 6.124963 44.953681
32 2025-09-30 24.922855 5.816663 42.441151
33 2025-10-31 24.079236 4.544992 44.286106
34 2025-11-30 23.262831 2.611456 43.218124
13:55:30 - cmdstanpy - INFO - Chain [1] start processing 13:55:30 - cmdstanpy - INFO - Chain [1] done processing 13:55:30 - cmdstanpy - INFO - Chain [1] start processing 13:55:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 440:
ds yhat yhat_lower yhat_upper
30 2025-07-31 15.414585 4.014806 26.493638
31 2025-08-31 14.373736 3.709614 25.995248
32 2025-09-30 13.366462 2.926142 23.185958
33 2025-10-31 12.325613 1.266404 23.555553
34 2025-11-30 11.318340 1.098445 22.279423
Forecast for Africa and Product 441:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.549588 13.323383 44.648977
31 2025-08-31 27.894744 11.492312 42.753727
32 2025-09-30 27.261023 9.793167 42.108122
33 2025-10-31 26.606179 11.456251 42.681845
34 2025-11-30 25.972458 10.187557 42.586858
13:55:30 - cmdstanpy - INFO - Chain [1] start processing 13:55:31 - cmdstanpy - INFO - Chain [1] done processing 13:55:31 - cmdstanpy - INFO - Chain [1] start processing 13:55:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 442:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.343420 22.766307 64.578996
31 2025-08-31 43.342383 21.859114 63.168870
32 2025-09-30 43.341380 21.458280 66.067387
33 2025-10-31 43.340343 20.783517 62.739015
34 2025-11-30 43.339340 22.275637 65.356607
Forecast for Africa and Product 443:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.525674 34.731873 73.896857
31 2025-08-31 55.164410 36.003245 74.248323
32 2025-09-30 55.782543 36.080159 75.446423
33 2025-10-31 56.421279 36.656539 75.979663
34 2025-11-30 57.039412 38.372230 76.126889
13:55:31 - cmdstanpy - INFO - Chain [1] start processing 13:55:31 - cmdstanpy - INFO - Chain [1] done processing 13:55:31 - cmdstanpy - INFO - Chain [1] start processing 13:55:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 444:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.285771 33.479908 83.289300
31 2025-08-31 60.322087 35.013669 84.631780
32 2025-09-30 61.324974 35.663391 87.786649
33 2025-10-31 62.361290 37.127731 88.179527
34 2025-11-30 63.364176 39.076860 89.327639
Forecast for Africa and Product 445:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.390383 21.823941 66.632388
31 2025-08-31 43.632823 20.334992 64.458774
32 2025-09-30 43.867443 21.551872 64.317962
33 2025-10-31 44.109883 21.881764 66.067434
34 2025-11-30 44.344503 20.774652 65.508477
13:55:31 - cmdstanpy - INFO - Chain [1] start processing 13:55:31 - cmdstanpy - INFO - Chain [1] done processing 13:55:31 - cmdstanpy - INFO - Chain [1] start processing 13:55:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 446:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.763541 29.621675 61.159087
31 2025-08-31 45.883594 30.966369 61.308561
32 2025-09-30 45.999774 30.132766 60.084627
33 2025-10-31 46.119826 32.845326 63.002889
34 2025-11-30 46.236006 31.393975 59.934027
Forecast for Africa and Product 447:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.534946 27.731831 60.743732
31 2025-08-31 42.626543 25.189299 59.270245
32 2025-09-30 42.715185 24.936782 59.633484
33 2025-10-31 42.806783 26.047614 60.717622
34 2025-11-30 42.895425 24.473101 59.609680
13:55:32 - cmdstanpy - INFO - Chain [1] start processing 13:55:32 - cmdstanpy - INFO - Chain [1] done processing 13:55:32 - cmdstanpy - INFO - Chain [1] start processing 13:55:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 448:
ds yhat yhat_lower yhat_upper
30 2025-07-31 12.587490 -8.492192 34.510342
31 2025-08-31 11.049732 -9.299045 32.096529
32 2025-09-30 9.561580 -9.882396 31.102511
33 2025-10-31 8.023822 -12.123951 29.332061
34 2025-11-30 6.535670 -13.029052 27.037103
Forecast for Africa and Product 449:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.663021 9.446936 61.692994
31 2025-08-31 34.294309 8.384344 61.296645
32 2025-09-30 33.937490 8.933025 60.077214
33 2025-10-31 33.568778 7.252436 58.051996
34 2025-11-30 33.211960 9.164769 57.321197
13:55:32 - cmdstanpy - INFO - Chain [1] start processing 13:55:32 - cmdstanpy - INFO - Chain [1] done processing 13:55:32 - cmdstanpy - INFO - Chain [1] start processing 13:55:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 450:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.812304 38.300549 68.438316
31 2025-08-31 53.545351 38.218241 70.423922
32 2025-09-30 54.254750 38.383667 69.473940
33 2025-10-31 54.987797 39.242126 70.807494
34 2025-11-30 55.697197 41.009933 70.983650
Forecast for Africa and Product 451:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.500869 25.014800 73.191123
31 2025-08-31 49.594130 25.829951 74.261656
32 2025-09-30 49.684383 26.474181 73.947010
33 2025-10-31 49.777645 27.239397 72.525881
34 2025-11-30 49.867898 25.527578 74.390144
13:55:32 - cmdstanpy - INFO - Chain [1] start processing 13:55:32 - cmdstanpy - INFO - Chain [1] done processing 13:55:32 - cmdstanpy - INFO - Chain [1] start processing 13:55:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 452:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.642564 17.960707 51.799265
31 2025-08-31 34.593267 18.101420 51.292946
32 2025-09-30 34.545560 17.946724 49.814727
33 2025-10-31 34.496264 17.009655 51.566440
34 2025-11-30 34.448557 20.013920 51.850361
Forecast for Africa and Product 453:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.510521 17.172793 51.821038
31 2025-08-31 34.487487 15.901920 51.219919
32 2025-09-30 34.465196 16.303167 52.309295
33 2025-10-31 34.442163 15.666254 51.916958
34 2025-11-30 34.419872 18.173238 51.650259
13:55:33 - cmdstanpy - INFO - Chain [1] start processing 13:55:33 - cmdstanpy - INFO - Chain [1] done processing 13:55:33 - cmdstanpy - INFO - Chain [1] start processing 13:55:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 454:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.231116 20.254466 59.434314
31 2025-08-31 38.987530 20.813819 56.687829
32 2025-09-30 38.751802 19.806554 56.979679
33 2025-10-31 38.508216 18.809890 57.125910
34 2025-11-30 38.272487 19.817439 55.287511
Forecast for Africa and Product 455:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.452344 11.737128 45.726628
31 2025-08-31 29.173811 11.433142 45.342511
32 2025-09-30 28.904263 11.616865 44.900540
33 2025-10-31 28.625730 12.999952 46.425936
34 2025-11-30 28.356182 11.429173 45.609375
13:55:33 - cmdstanpy - INFO - Chain [1] start processing 13:55:33 - cmdstanpy - INFO - Chain [1] done processing 13:55:33 - cmdstanpy - INFO - Chain [1] start processing 13:55:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 456:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.394837 21.760443 49.106099
31 2025-08-31 34.194754 20.568955 49.329734
32 2025-09-30 34.001124 20.320302 47.290993
33 2025-10-31 33.801040 19.875289 48.698004
34 2025-11-30 33.607411 19.614207 48.231950
Forecast for Africa and Product 457:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.975436 3.514533 37.800602
31 2025-08-31 20.214611 1.124674 38.417916
32 2025-09-30 19.478328 2.385038 37.628341
33 2025-10-31 18.717503 0.499166 37.417042
34 2025-11-30 17.981220 -1.420786 35.430718
13:55:33 - cmdstanpy - INFO - Chain [1] start processing 13:55:33 - cmdstanpy - INFO - Chain [1] done processing 13:55:33 - cmdstanpy - INFO - Chain [1] start processing 13:55:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 458:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.461104 22.536650 66.082897
31 2025-08-31 44.364048 21.701242 65.674115
32 2025-09-30 44.270122 22.907017 66.360768
33 2025-10-31 44.173065 21.987055 66.235223
34 2025-11-30 44.079139 23.255282 65.268550
Forecast for Africa and Product 459:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.840770 26.932042 69.543071
31 2025-08-31 48.048990 27.113550 71.060917
32 2025-09-30 48.250493 25.805478 69.957877
33 2025-10-31 48.458713 27.132768 70.031143
34 2025-11-30 48.660216 27.440106 70.716622
13:55:34 - cmdstanpy - INFO - Chain [1] start processing 13:55:34 - cmdstanpy - INFO - Chain [1] done processing 13:55:34 - cmdstanpy - INFO - Chain [1] start processing 13:55:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 460:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.999792 26.348432 66.232388
31 2025-08-31 46.238385 25.588672 66.218956
32 2025-09-30 46.469282 26.073595 67.514451
33 2025-10-31 46.707875 27.727170 65.808466
34 2025-11-30 46.938772 26.673103 67.937877
Forecast for Africa and Product 461:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.643965 34.158280 80.491204
31 2025-08-31 58.621108 33.724750 82.355795
32 2025-09-30 59.566730 37.282973 83.299612
33 2025-10-31 60.543873 36.496116 84.030753
34 2025-11-30 61.489495 38.742934 85.761198
13:55:34 - cmdstanpy - INFO - Chain [1] start processing 13:55:34 - cmdstanpy - INFO - Chain [1] done processing 13:55:34 - cmdstanpy - INFO - Chain [1] start processing 13:55:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 462:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.105324 20.718218 52.981396
31 2025-08-31 36.845421 18.967131 52.944103
32 2025-09-30 36.593902 20.331703 53.355065
33 2025-10-31 36.333999 18.993969 53.559010
34 2025-11-30 36.082480 18.799555 51.677203
Forecast for Africa and Product 463:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.194043 22.970602 64.008237
31 2025-08-31 43.377189 22.586790 63.310818
32 2025-09-30 43.554427 24.630223 62.433459
33 2025-10-31 43.737573 23.403635 64.159157
34 2025-11-30 43.914811 23.766991 62.306523
13:55:34 - cmdstanpy - INFO - Chain [1] start processing 13:55:35 - cmdstanpy - INFO - Chain [1] done processing 13:55:35 - cmdstanpy - INFO - Chain [1] start processing 13:55:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 464:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.276774 18.989762 56.906863
31 2025-08-31 38.224979 17.837562 58.230198
32 2025-09-30 38.174855 19.353915 58.307716
33 2025-10-31 38.123060 18.630866 57.647611
34 2025-11-30 38.072935 18.740429 58.487367
Forecast for Africa and Product 465:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.706137 24.441596 60.594358
31 2025-08-31 41.791535 23.324199 59.221668
32 2025-09-30 41.874178 22.672182 60.242303
33 2025-10-31 41.959576 22.371405 61.112147
34 2025-11-30 42.042219 22.880486 60.147308
13:55:35 - cmdstanpy - INFO - Chain [1] start processing 13:55:35 - cmdstanpy - INFO - Chain [1] done processing 13:55:35 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Africa and Product 466:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.100868 13.012178 53.736706
31 2025-08-31 33.837532 14.234200 54.680839
32 2025-09-30 33.582691 12.406633 54.343531
33 2025-10-31 33.319355 12.996060 54.706651
34 2025-11-30 33.064514 10.906119 54.998558
13:55:35 - cmdstanpy - INFO - Chain [1] done processing 13:55:35 - cmdstanpy - INFO - Chain [1] start processing 13:55:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 467:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.445294 17.618487 64.466535
31 2025-08-31 41.285586 19.237171 62.861014
32 2025-09-30 41.131030 18.157093 63.056047
33 2025-10-31 40.971321 18.165982 63.326783
34 2025-11-30 40.816765 18.804703 62.319026
Forecast for Africa and Product 468:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.971448 20.640673 58.951387
31 2025-08-31 40.839566 22.039823 59.199790
32 2025-09-30 40.711938 20.157206 60.926180
33 2025-10-31 40.580057 20.470235 59.368601
34 2025-11-30 40.452429 22.185950 60.007057
13:55:35 - cmdstanpy - INFO - Chain [1] start processing 13:55:36 - cmdstanpy - INFO - Chain [1] done processing 13:55:36 - cmdstanpy - INFO - Chain [1] start processing 13:55:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 469:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.242428 12.881906 51.474216
31 2025-08-31 33.153697 15.099504 52.679382
32 2025-09-30 33.067828 13.026594 52.391835
33 2025-10-31 32.979098 13.017731 52.101747
34 2025-11-30 32.893229 13.672080 51.690613
13:55:36 - cmdstanpy - INFO - Chain [1] start processing 13:55:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 470:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.933847 17.063619 59.236972
31 2025-08-31 36.811801 15.385909 57.550271
32 2025-09-30 36.693692 16.740473 57.946571
33 2025-10-31 36.571647 14.267575 56.627758
34 2025-11-30 36.453538 16.177331 57.056874
Forecast for Africa and Product 471:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.932516 10.303343 59.662580
31 2025-08-31 33.483916 8.997107 58.527619
32 2025-09-30 33.049787 8.385635 58.000317
33 2025-10-31 32.601187 8.357949 56.563362
34 2025-11-30 32.167057 7.090800 57.281208
13:55:36 - cmdstanpy - INFO - Chain [1] start processing 13:55:36 - cmdstanpy - INFO - Chain [1] done processing 13:55:36 - cmdstanpy - INFO - Chain [1] start processing 13:55:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 472:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.276288 28.747545 74.019579
31 2025-08-31 51.570727 29.364772 73.189740
32 2025-09-30 51.855667 28.246732 73.871351
33 2025-10-31 52.150106 29.821727 74.387372
34 2025-11-30 52.435046 29.025968 74.363099
Forecast for Africa and Product 473:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.188660 23.935876 57.389411
31 2025-08-31 40.254814 23.031116 56.506935
32 2025-09-30 40.318834 23.185579 58.600255
33 2025-10-31 40.384988 24.811369 57.098175
34 2025-11-30 40.449008 25.730491 57.919779
13:55:36 - cmdstanpy - INFO - Chain [1] start processing 13:55:37 - cmdstanpy - INFO - Chain [1] done processing 13:55:37 - cmdstanpy - INFO - Chain [1] start processing 13:55:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 474:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.982435 29.113160 66.312668
31 2025-08-31 48.564173 29.452909 67.090340
32 2025-09-30 49.127145 31.881282 66.521250
33 2025-10-31 49.708883 32.435445 67.573302
34 2025-11-30 50.271855 32.271094 67.586966
Forecast for Africa and Product 475:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.486843 25.890942 54.527165
31 2025-08-31 40.515400 26.906221 53.970917
32 2025-09-30 40.543036 26.928817 54.265775
33 2025-10-31 40.571593 26.691198 53.442499
34 2025-11-30 40.599228 26.251869 53.790245
13:55:37 - cmdstanpy - INFO - Chain [1] start processing 13:55:37 - cmdstanpy - INFO - Chain [1] done processing 13:55:37 - cmdstanpy - INFO - Chain [1] start processing 13:55:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 476:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.211553 13.222828 55.985465
31 2025-08-31 34.824966 12.291167 55.083244
32 2025-09-30 34.450850 12.520703 56.691853
33 2025-10-31 34.064263 10.859012 54.755015
34 2025-11-30 33.690146 11.575571 55.029413
Forecast for Africa and Product 477:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.418116 12.049052 53.002031
31 2025-08-31 32.126141 12.397551 51.811988
32 2025-09-30 31.843584 12.122693 52.006842
33 2025-10-31 31.551608 11.497289 51.296223
34 2025-11-30 31.269051 11.138280 50.016640
13:55:37 - cmdstanpy - INFO - Chain [1] start processing 13:55:37 - cmdstanpy - INFO - Chain [1] done processing 13:55:37 - cmdstanpy - INFO - Chain [1] start processing 13:55:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 478:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.929653 36.456241 81.510432
31 2025-08-31 59.909210 38.068766 81.915429
32 2025-09-30 60.857169 39.835387 82.784103
33 2025-10-31 61.836727 40.881145 82.681149
34 2025-11-30 62.784686 40.076386 86.517084
Forecast for Africa and Product 479:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.342375 22.810889 69.633608
31 2025-08-31 46.375501 23.267880 69.670605
32 2025-09-30 46.407558 22.815523 72.404029
33 2025-10-31 46.440683 22.582563 69.413386
34 2025-11-30 46.472740 23.635757 71.561798
13:55:37 - cmdstanpy - INFO - Chain [1] start processing 13:55:38 - cmdstanpy - INFO - Chain [1] done processing 13:55:38 - cmdstanpy - INFO - Chain [1] start processing 13:55:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 480:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.393758 4.755845 34.105131
31 2025-08-31 18.588679 3.744087 34.330697
32 2025-09-30 17.809569 3.076099 30.333764
33 2025-10-31 17.004489 0.891471 31.669154
34 2025-11-30 16.225380 1.449378 32.142073
Forecast for Africa and Product 481:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.881720 21.362882 52.352242
31 2025-08-31 36.791666 21.077194 52.223615
32 2025-09-30 36.704518 21.809991 52.646863
33 2025-10-31 36.614465 21.861955 53.018440
34 2025-11-30 36.527317 20.816735 51.530732
13:55:38 - cmdstanpy - INFO - Chain [1] start processing 13:55:38 - cmdstanpy - INFO - Chain [1] done processing 13:55:38 - cmdstanpy - INFO - Chain [1] start processing 13:55:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 482:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.665815 21.091418 64.483114
31 2025-08-31 43.820800 20.012355 65.996796
32 2025-09-30 43.970786 19.111136 68.301556
33 2025-10-31 44.125772 20.484186 65.838759
34 2025-11-30 44.275758 19.581374 67.322979
Forecast for Africa and Product 483:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.282187 33.639519 68.971770
31 2025-08-31 51.073189 32.929069 67.957569
32 2025-09-30 51.838675 33.720863 68.755911
33 2025-10-31 52.629677 35.438175 69.925096
34 2025-11-30 53.395163 35.009730 71.003711
13:55:38 - cmdstanpy - INFO - Chain [1] start processing 13:55:38 - cmdstanpy - INFO - Chain [1] done processing 13:55:38 - cmdstanpy - INFO - Chain [1] start processing 13:55:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 484:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.784583 23.100190 56.851445
31 2025-08-31 39.987072 24.369466 56.001864
32 2025-09-30 40.183028 25.300488 56.478183
33 2025-10-31 40.385517 25.193181 56.228986
34 2025-11-30 40.581474 24.776429 56.141606
Forecast for Africa and Product 485:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.776898 13.490817 69.538113
31 2025-08-31 41.816120 14.677325 66.637888
32 2025-09-30 41.854076 13.379797 70.167672
33 2025-10-31 41.893297 15.303073 69.883765
34 2025-11-30 41.931254 17.283903 67.038314
13:55:39 - cmdstanpy - INFO - Chain [1] start processing 13:55:39 - cmdstanpy - INFO - Chain [1] done processing 13:55:39 - cmdstanpy - INFO - Chain [1] start processing 13:55:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 486:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.362904 35.149720 72.838779
31 2025-08-31 53.971619 34.855184 73.975343
32 2025-09-30 54.560699 33.719007 75.103458
33 2025-10-31 55.169414 36.106693 73.772459
34 2025-11-30 55.758493 36.591439 75.169692
Forecast for Africa and Product 487:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.476338 33.792309 73.079567
31 2025-08-31 52.859030 32.719876 71.932155
32 2025-09-30 53.229377 33.738979 73.141318
33 2025-10-31 53.612068 32.944798 72.589267
34 2025-11-30 53.982415 33.111935 73.905840
13:55:39 - cmdstanpy - INFO - Chain [1] start processing 13:55:39 - cmdstanpy - INFO - Chain [1] done processing 13:55:39 - cmdstanpy - INFO - Chain [1] start processing 13:55:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 488:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.001404 2.925688 37.315582
31 2025-08-31 20.349827 1.563752 38.665885
32 2025-09-30 19.719269 1.597542 37.146124
33 2025-10-31 19.067692 -0.149945 36.530133
34 2025-11-30 18.437134 0.024243 36.374912
Forecast for Africa and Product 489:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.056310 8.068599 51.301136
31 2025-08-31 29.574329 10.107141 50.998777
32 2025-09-30 29.107896 7.136244 49.840697
33 2025-10-31 28.625915 7.387552 50.087224
34 2025-11-30 28.159482 6.854665 48.072855
13:55:39 - cmdstanpy - INFO - Chain [1] start processing 13:55:39 - cmdstanpy - INFO - Chain [1] done processing 13:55:39 - cmdstanpy - INFO - Chain [1] start processing 13:55:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 490:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.058561 28.820497 58.405480
31 2025-08-31 44.262634 28.592619 59.403318
32 2025-09-30 44.460125 29.084517 59.516702
33 2025-10-31 44.664198 28.966825 61.267108
34 2025-11-30 44.861688 28.271534 58.751888
Forecast for Africa and Product 491:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.835116 14.305543 43.887771
31 2025-08-31 29.698317 14.583233 43.461195
32 2025-09-30 29.565932 14.679478 43.565659
33 2025-10-31 29.429133 14.777100 43.995222
34 2025-11-30 29.296748 13.490881 44.584844
13:55:40 - cmdstanpy - INFO - Chain [1] start processing 13:55:40 - cmdstanpy - INFO - Chain [1] done processing 13:55:40 - cmdstanpy - INFO - Chain [1] start processing 13:55:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 492:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.968135 11.154455 53.335200
31 2025-08-31 31.919949 11.939145 52.973973
32 2025-09-30 31.873317 10.994306 53.060781
33 2025-10-31 31.825131 11.388989 52.786764
34 2025-11-30 31.778499 11.543976 52.741859
Forecast for Africa and Product 493:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.559832 19.721785 68.736785
31 2025-08-31 44.884454 22.751069 70.191894
32 2025-09-30 45.198605 18.908081 70.961416
33 2025-10-31 45.523227 20.067079 69.915064
34 2025-11-30 45.837378 21.769919 69.317219
13:55:40 - cmdstanpy - INFO - Chain [1] start processing 13:55:40 - cmdstanpy - INFO - Chain [1] done processing 13:55:40 - cmdstanpy - INFO - Chain [1] start processing 13:55:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 494:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.582234 27.115094 67.582585
31 2025-08-31 46.963159 27.072455 67.825696
32 2025-09-30 47.331795 25.495099 68.599763
33 2025-10-31 47.712719 30.017145 69.191768
34 2025-11-30 48.081355 28.544525 68.184717
Forecast for Africa and Product 495:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.595944 32.392640 66.909006
31 2025-08-31 50.038120 32.127812 68.118369
32 2025-09-30 50.466033 31.915279 68.345788
33 2025-10-31 50.908209 34.613837 68.171895
34 2025-11-30 51.336122 33.686238 68.912549
13:55:40 - cmdstanpy - INFO - Chain [1] start processing 13:55:40 - cmdstanpy - INFO - Chain [1] done processing 13:55:40 - cmdstanpy - INFO - Chain [1] start processing 13:55:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 496:
ds yhat yhat_lower yhat_upper
30 2025-07-31 69.719004 46.343441 92.518454
31 2025-08-31 70.741928 48.677027 94.105375
32 2025-09-30 71.731855 48.469214 94.565367
33 2025-10-31 72.754780 50.383801 95.988909
34 2025-11-30 73.744706 51.389504 97.249545
Forecast for Africa and Product 497:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.185122 6.261672 45.176944
31 2025-08-31 25.373266 5.405275 46.193646
32 2025-09-30 24.587599 3.621449 44.025411
33 2025-10-31 23.775744 1.758875 43.392699
34 2025-11-30 22.990077 2.689348 43.856580
13:55:41 - cmdstanpy - INFO - Chain [1] start processing 13:55:41 - cmdstanpy - INFO - Chain [1] done processing 13:55:41 - cmdstanpy - INFO - Chain [1] start processing 13:55:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 498:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.648831 10.333674 51.658204
31 2025-08-31 30.378395 10.861219 51.172365
32 2025-09-30 30.116683 9.953743 49.855578
33 2025-10-31 29.846247 9.876275 49.157017
34 2025-11-30 29.584535 9.570016 48.811904
Forecast for Africa and Product 499:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.963256 21.390613 58.019047
31 2025-08-31 39.896160 21.893095 57.411223
32 2025-09-30 39.831229 22.885853 57.381224
33 2025-10-31 39.764133 19.664151 57.392300
34 2025-11-30 39.699202 21.152689 56.392876
13:55:41 - cmdstanpy - INFO - Chain [1] start processing 13:55:41 - cmdstanpy - INFO - Chain [1] done processing 13:55:41 - cmdstanpy - INFO - Chain [1] start processing 13:55:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 500:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.823345 11.862539 52.517606
31 2025-08-31 31.183679 12.069375 52.133534
32 2025-09-30 30.564647 10.322173 50.422215
33 2025-10-31 29.924981 9.144036 50.746464
34 2025-11-30 29.305949 8.108183 48.577680
Forecast for Africa and Product 501:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.164375 24.817247 64.135171
31 2025-08-31 43.363253 23.400810 63.142673
32 2025-09-30 43.555716 23.779345 61.825665
33 2025-10-31 43.754594 23.718226 63.810328
34 2025-11-30 43.947057 24.505563 64.007610
13:55:41 - cmdstanpy - INFO - Chain [1] start processing 13:55:41 - cmdstanpy - INFO - Chain [1] done processing 13:55:42 - cmdstanpy - INFO - Chain [1] start processing 13:55:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 502:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.284593 16.464210 47.768448
31 2025-08-31 30.749771 14.117580 45.970056
32 2025-09-30 30.232201 13.941598 46.038465
33 2025-10-31 29.697379 13.364083 46.177919
34 2025-11-30 29.179809 13.551674 43.416582
Forecast for Africa and Product 503:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.142692 7.011979 53.458657
31 2025-08-31 29.665930 5.295754 51.692073
32 2025-09-30 29.204548 8.032021 53.811409
33 2025-10-31 28.727786 6.528666 51.280808
34 2025-11-30 28.266404 7.116784 52.974417
13:55:42 - cmdstanpy - INFO - Chain [1] start processing 13:55:42 - cmdstanpy - INFO - Chain [1] done processing 13:55:42 - cmdstanpy - INFO - Chain [1] start processing 13:55:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 504:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.065019 27.889493 60.623237
31 2025-08-31 44.162663 28.008981 60.495236
32 2025-09-30 44.257156 27.998195 62.264481
33 2025-10-31 44.354800 26.344469 60.874545
34 2025-11-30 44.449294 27.143785 61.982784
Forecast for Africa and Product 505:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.778146 16.342834 53.131799
31 2025-08-31 35.377042 16.398452 53.301505
32 2025-09-30 34.988877 16.090616 54.089189
33 2025-10-31 34.587773 17.542713 52.704809
34 2025-11-30 34.199607 14.518816 52.171643
13:55:42 - cmdstanpy - INFO - Chain [1] start processing 13:55:42 - cmdstanpy - INFO - Chain [1] done processing 13:55:42 - cmdstanpy - INFO - Chain [1] start processing 13:55:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 506:
ds yhat yhat_lower yhat_upper
30 2025-07-31 16.705820 -8.179621 42.367067
31 2025-08-31 15.249400 -10.129970 39.651255
32 2025-09-30 13.839961 -11.724661 38.698350
33 2025-10-31 12.383540 -12.681367 35.956672
34 2025-11-30 10.974101 -14.494630 35.747696
Forecast for Africa and Product 507:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.245835 26.621042 64.536687
31 2025-08-31 46.648310 27.068670 66.688281
32 2025-09-30 47.037802 26.905956 66.400489
33 2025-10-31 47.440277 28.929971 66.540477
34 2025-11-30 47.829768 30.213732 65.462386
13:55:42 - cmdstanpy - INFO - Chain [1] start processing 13:55:42 - cmdstanpy - INFO - Chain [1] done processing 13:55:43 - cmdstanpy - INFO - Chain [1] start processing 13:55:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 508:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.268364 21.861749 65.010619
31 2025-08-31 43.391893 23.329598 64.000339
32 2025-09-30 43.511438 23.192711 64.853007
33 2025-10-31 43.634968 22.110997 63.818870
34 2025-11-30 43.754513 22.689915 64.380713
Forecast for Africa and Product 509:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.816192 10.151297 42.045428
31 2025-08-31 26.021205 10.264993 43.003620
32 2025-09-30 25.251863 8.915982 42.637414
33 2025-10-31 24.456876 8.724224 42.945986
34 2025-11-30 23.687533 6.747657 40.341735
13:55:43 - cmdstanpy - INFO - Chain [1] start processing 13:55:43 - cmdstanpy - INFO - Chain [1] done processing 13:55:43 - cmdstanpy - INFO - Chain [1] start processing 13:55:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 510:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.453602 22.669772 75.286845
31 2025-08-31 49.767875 23.311531 74.332344
32 2025-09-30 50.072010 23.153608 76.469518
33 2025-10-31 50.386283 24.773624 76.311014
34 2025-11-30 50.690418 25.414830 77.890078
Forecast for Africa and Product 511:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.232833 9.564662 49.337541
31 2025-08-31 29.823666 10.003528 49.607524
32 2025-09-30 29.427698 9.804101 52.186676
33 2025-10-31 29.018531 9.548304 50.212187
34 2025-11-30 28.622563 8.594305 49.099561
13:55:43 - cmdstanpy - INFO - Chain [1] start processing 13:55:43 - cmdstanpy - INFO - Chain [1] done processing 13:55:43 - cmdstanpy - INFO - Chain [1] start processing 13:55:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 512:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.815367 6.153424 50.008449
31 2025-08-31 27.416344 6.137023 48.313910
32 2025-09-30 27.030193 5.469903 48.911089
33 2025-10-31 26.631171 4.395044 49.137681
34 2025-11-30 26.245020 4.635596 46.604528
Forecast for Africa and Product 513:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.043457 15.977171 67.734525
31 2025-08-31 42.023852 15.160346 68.682265
32 2025-09-30 42.004878 15.203604 68.702070
33 2025-10-31 41.985272 17.473744 67.882746
34 2025-11-30 41.966299 15.233657 67.958328
13:55:43 - cmdstanpy - INFO - Chain [1] start processing 13:55:43 - cmdstanpy - INFO - Chain [1] done processing 13:55:44 - cmdstanpy - INFO - Chain [1] start processing 13:55:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 514:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.087276 24.106217 62.507354
31 2025-08-31 42.985230 23.965376 62.784395
32 2025-09-30 42.886475 23.818636 62.019070
33 2025-10-31 42.784428 23.219404 64.073818
34 2025-11-30 42.685673 23.179788 62.258679
Forecast for Africa and Product 515:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.830453 16.878757 50.215851
31 2025-08-31 33.531180 16.232726 49.402708
32 2025-09-30 33.241560 16.471503 48.805978
33 2025-10-31 32.942287 17.041013 50.115639
34 2025-11-30 32.652668 16.254855 50.370841
13:55:44 - cmdstanpy - INFO - Chain [1] start processing 13:55:44 - cmdstanpy - INFO - Chain [1] done processing 13:55:44 - cmdstanpy - INFO - Chain [1] start processing 13:55:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 516:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.936741 20.193969 50.848157
31 2025-08-31 35.828654 21.466928 50.906048
32 2025-09-30 35.724053 21.074941 51.343234
33 2025-10-31 35.615966 19.946447 50.930637
34 2025-11-30 35.511366 21.195942 51.079988
Forecast for Africa and Product 517:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.115360 27.085747 60.270971
31 2025-08-31 43.419194 27.748476 59.398604
32 2025-09-30 43.713227 25.965148 60.127768
33 2025-10-31 44.017062 28.371363 59.654812
34 2025-11-30 44.311095 28.335433 59.877325
13:55:44 - cmdstanpy - INFO - Chain [1] start processing 13:55:44 - cmdstanpy - INFO - Chain [1] done processing 13:55:44 - cmdstanpy - INFO - Chain [1] start processing 13:55:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 518:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.007839 4.996171 40.675755
31 2025-08-31 22.173482 5.134914 39.735554
32 2025-09-30 21.366040 5.040238 37.792509
33 2025-10-31 20.531683 3.779367 37.351683
34 2025-11-30 19.724241 1.984076 37.528859
13:55:44 - cmdstanpy - INFO - Chain [1] start processing 13:55:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 519:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.948065 30.651714 63.748150
31 2025-08-31 47.511610 31.154108 63.675987
32 2025-09-30 48.056976 31.286930 63.491550
33 2025-10-31 48.620521 32.623666 65.142412
34 2025-11-30 49.165888 30.828457 65.655813
Forecast for Africa and Product 520:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.996756 11.101713 44.526827
31 2025-08-31 28.743044 12.932850 45.208864
32 2025-09-30 28.497516 11.993250 45.437633
33 2025-10-31 28.243804 11.452304 45.147198
34 2025-11-30 27.998276 9.440637 45.505111
13:55:45 - cmdstanpy - INFO - Chain [1] start processing 13:55:45 - cmdstanpy - INFO - Chain [1] done processing 13:55:45 - cmdstanpy - INFO - Chain [1] start processing 13:55:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 521:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.040198 15.479753 41.793479
31 2025-08-31 28.639429 15.144209 41.296208
32 2025-09-30 28.251589 15.589949 41.306128
33 2025-10-31 27.850820 15.741851 40.478142
34 2025-11-30 27.462979 15.015696 40.187205
Forecast for Africa and Product 522:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.482101 14.025635 47.520850
31 2025-08-31 31.000151 14.656528 47.414854
32 2025-09-30 30.533747 16.081275 45.620901
33 2025-10-31 30.051797 14.103663 47.139851
34 2025-11-30 29.585393 11.998368 45.149891
13:55:45 - cmdstanpy - INFO - Chain [1] start processing 13:55:45 - cmdstanpy - INFO - Chain [1] done processing 13:55:45 - cmdstanpy - INFO - Chain [1] start processing 13:55:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 523:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.737362 2.623939 57.898170
31 2025-08-31 30.125197 3.543585 59.328081
32 2025-09-30 29.532779 0.314336 58.397571
33 2025-10-31 28.920613 1.103631 54.463621
34 2025-11-30 28.328195 -0.217682 57.184172
Forecast for Africa and Product 524:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.168780 16.510496 66.412489
31 2025-08-31 42.237840 19.091982 68.179409
32 2025-09-30 42.304673 17.485442 66.030827
33 2025-10-31 42.373733 17.856017 68.601585
34 2025-11-30 42.440565 16.459650 68.117481
13:55:45 - cmdstanpy - INFO - Chain [1] start processing 13:55:46 - cmdstanpy - INFO - Chain [1] done processing 13:55:46 - cmdstanpy - INFO - Chain [1] start processing 13:55:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 525:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.097443 8.314879 42.812869
31 2025-08-31 24.440782 6.958080 43.639357
32 2025-09-30 23.805302 6.303193 42.675779
33 2025-10-31 23.148641 4.339091 41.099546
34 2025-11-30 22.513162 3.962960 39.754895
Forecast for Africa and Product 526:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.108243 23.890876 55.803642
31 2025-08-31 39.964985 23.515006 55.401365
32 2025-09-30 39.826348 23.277761 54.919584
33 2025-10-31 39.683090 23.475456 56.212050
34 2025-11-30 39.544453 22.927882 56.716782
13:55:46 - cmdstanpy - INFO - Chain [1] start processing 13:55:46 - cmdstanpy - INFO - Chain [1] done processing 13:55:46 - cmdstanpy - INFO - Chain [1] start processing 13:55:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 527:
ds yhat yhat_lower yhat_upper
30 2025-07-31 16.804485 1.247186 33.046218
31 2025-08-31 15.864786 -0.817896 31.409677
32 2025-09-30 14.955399 -2.208206 32.229707
33 2025-10-31 14.015699 -4.247053 30.775594
34 2025-11-30 13.106313 -4.389491 29.562618
Forecast for Africa and Product 528:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.301835 15.909366 55.006301
31 2025-08-31 35.174207 15.782108 53.779752
32 2025-09-30 35.050697 15.815793 55.026783
33 2025-10-31 34.923069 14.839330 55.265648
34 2025-11-30 34.799559 14.770581 55.014056
13:55:46 - cmdstanpy - INFO - Chain [1] start processing 13:55:46 - cmdstanpy - INFO - Chain [1] done processing 13:55:46 - cmdstanpy - INFO - Chain [1] start processing 13:55:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 529:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.610636 10.699158 51.896075
31 2025-08-31 31.391469 10.486030 52.802597
32 2025-09-30 31.179372 11.131336 51.598684
33 2025-10-31 30.960205 10.132246 52.476535
34 2025-11-30 30.748108 9.593683 51.793903
Forecast for Africa and Product 530:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.706446 13.441207 50.191413
31 2025-08-31 31.357026 14.042022 47.950306
32 2025-09-30 31.018877 13.453311 48.604088
33 2025-10-31 30.669457 12.908729 49.447266
34 2025-11-30 30.331308 12.280443 49.355173
13:55:47 - cmdstanpy - INFO - Chain [1] start processing 13:55:47 - cmdstanpy - INFO - Chain [1] done processing 13:55:47 - cmdstanpy - INFO - Chain [1] start processing 13:55:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 531:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.854915 27.689287 61.989353
31 2025-08-31 44.685059 27.345718 60.700841
32 2025-09-30 44.520683 26.838588 62.516649
33 2025-10-31 44.350827 26.090236 61.796218
34 2025-11-30 44.186451 27.443969 61.849895
Forecast for Africa and Product 532:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.555336 23.324662 62.166106
31 2025-08-31 42.471126 22.725242 62.691466
32 2025-09-30 42.389633 23.119349 61.336979
33 2025-10-31 42.305422 22.620809 61.500754
34 2025-11-30 42.223929 23.031361 60.775043
13:55:47 - cmdstanpy - INFO - Chain [1] start processing 13:55:47 - cmdstanpy - INFO - Chain [1] done processing 13:55:47 - cmdstanpy - INFO - Chain [1] start processing 13:55:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 533:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.083501 6.774307 46.940727
31 2025-08-31 25.294933 6.509603 43.818674
32 2025-09-30 24.531802 5.910934 43.681970
33 2025-10-31 23.743234 3.829099 43.473421
34 2025-11-30 22.980104 3.161835 43.567268
Forecast for Africa and Product 534:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.294247 22.080408 62.564293
31 2025-08-31 42.400838 21.638989 63.280991
32 2025-09-30 42.503990 22.159763 61.468165
33 2025-10-31 42.610581 21.371719 64.882127
34 2025-11-30 42.713733 22.898665 64.812580
13:55:47 - cmdstanpy - INFO - Chain [1] start processing 13:55:47 - cmdstanpy - INFO - Chain [1] done processing 13:55:47 - cmdstanpy - INFO - Chain [1] start processing 13:55:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 535:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.567027 23.858396 58.414040
31 2025-08-31 41.641940 25.014865 58.978315
32 2025-09-30 41.714437 24.885927 58.224518
33 2025-10-31 41.789350 24.803126 58.675341
34 2025-11-30 41.861847 24.353655 60.016900
Forecast for Africa and Product 536:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.646714 35.145444 66.831102
31 2025-08-31 50.902738 33.847546 67.904668
32 2025-09-30 51.150503 36.643789 66.016806
33 2025-10-31 51.406527 36.031065 66.324389
34 2025-11-30 51.654292 34.393394 66.053848
13:55:48 - cmdstanpy - INFO - Chain [1] start processing 13:55:48 - cmdstanpy - INFO - Chain [1] done processing 13:55:48 - cmdstanpy - INFO - Chain [1] start processing 13:55:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 537:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.256554 22.984729 61.214496
31 2025-08-31 41.321950 22.176444 61.827185
32 2025-09-30 41.385236 23.307137 60.173649
33 2025-10-31 41.450631 22.031703 60.617628
34 2025-11-30 41.513917 22.550976 61.104856
Forecast for Africa and Product 538:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.475579 9.829763 43.944021
31 2025-08-31 26.575827 8.289698 43.927629
32 2025-09-30 25.705099 8.959843 44.541909
33 2025-10-31 24.805347 6.577240 42.669698
34 2025-11-30 23.934619 7.468300 41.488576
13:55:48 - cmdstanpy - INFO - Chain [1] start processing 13:55:48 - cmdstanpy - INFO - Chain [1] done processing 13:55:48 - cmdstanpy - INFO - Chain [1] start processing 13:55:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 539:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.109631 27.090626 68.530227
31 2025-08-31 48.388868 26.465666 67.735387
32 2025-09-30 48.659096 27.707475 69.779811
33 2025-10-31 48.938332 28.720012 69.137989
34 2025-11-30 49.208561 28.441420 70.436223
Forecast for Africa and Product 540:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.783484 17.674925 59.782700
31 2025-08-31 38.797367 16.402659 61.083697
32 2025-09-30 38.810801 17.036696 60.219505
33 2025-10-31 38.824683 17.548068 59.582993
34 2025-11-30 38.838118 18.339524 61.305524
13:55:48 - cmdstanpy - INFO - Chain [1] start processing 13:55:48 - cmdstanpy - INFO - Chain [1] done processing 13:55:48 - cmdstanpy - INFO - Chain [1] start processing 13:55:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 541:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.898951 27.754817 66.872746
31 2025-08-31 48.538730 30.180964 69.630869
32 2025-09-30 49.157870 29.149705 68.660419
33 2025-10-31 49.797648 30.626423 69.668074
34 2025-11-30 50.416789 31.380427 70.012485
Forecast for Africa and Product 542:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.185125 17.184347 55.351561
31 2025-08-31 35.958044 16.457666 55.415363
32 2025-09-30 35.738289 16.457148 53.972141
33 2025-10-31 35.511208 15.828652 54.220287
34 2025-11-30 35.291453 15.445169 54.233524
13:55:49 - cmdstanpy - INFO - Chain [1] start processing 13:55:49 - cmdstanpy - INFO - Chain [1] done processing 13:55:49 - cmdstanpy - INFO - Chain [1] start processing 13:55:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 543:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.908971 11.620145 52.243703
31 2025-08-31 31.428095 11.871802 52.256382
32 2025-09-30 30.962732 11.059858 51.177563
33 2025-10-31 30.481857 12.713960 52.225838
34 2025-11-30 30.016494 9.622425 49.775435
Forecast for Africa and Product 544:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.053335 18.017383 65.326931
31 2025-08-31 42.004875 18.182623 65.852244
32 2025-09-30 41.957978 17.969489 67.416808
33 2025-10-31 41.909519 17.768847 65.559778
34 2025-11-30 41.862622 17.723834 64.120810
13:55:49 - cmdstanpy - INFO - Chain [1] start processing 13:55:49 - cmdstanpy - INFO - Chain [1] done processing 13:55:49 - cmdstanpy - INFO - Chain [1] start processing 13:55:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 545:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.213844 9.016845 51.883937
31 2025-08-31 29.943489 7.130062 50.601889
32 2025-09-30 29.681855 10.481573 50.385012
33 2025-10-31 29.411501 10.243802 49.444457
34 2025-11-30 29.149867 9.181093 49.070224
Forecast for Africa and Product 546:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.672717 40.896072 72.200724
31 2025-08-31 57.601197 41.503552 73.749212
32 2025-09-30 58.499726 42.488218 75.816877
33 2025-10-31 59.428206 44.625416 74.629124
34 2025-11-30 60.326736 43.732601 75.406985
13:55:49 - cmdstanpy - INFO - Chain [1] start processing 13:55:49 - cmdstanpy - INFO - Chain [1] done processing 13:55:50 - cmdstanpy - INFO - Chain [1] start processing 13:55:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 547:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.155183 14.693073 48.916224
31 2025-08-31 31.807437 13.980731 49.345649
32 2025-09-30 31.470908 14.351219 48.152543
33 2025-10-31 31.123162 13.896283 49.005658
34 2025-11-30 30.786633 13.117094 47.322492
Forecast for Africa and Product 548:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.246910 17.792499 67.882870
31 2025-08-31 43.576474 19.936979 67.777156
32 2025-09-30 43.895406 18.734700 67.092307
33 2025-10-31 44.224970 19.568299 68.611515
34 2025-11-30 44.543903 18.680007 68.157711
13:55:50 - cmdstanpy - INFO - Chain [1] start processing 13:55:50 - cmdstanpy - INFO - Chain [1] done processing 13:55:50 - cmdstanpy - INFO - Chain [1] start processing 13:55:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 549:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.384565 6.921345 50.898448
31 2025-08-31 27.914545 3.345305 51.314351
32 2025-09-30 27.459688 2.639885 49.765019
33 2025-10-31 26.989668 3.357056 48.701386
34 2025-11-30 26.534810 2.586161 49.738734
Forecast for Africa and Product 550:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.223122 5.754494 40.864193
31 2025-08-31 21.528056 5.419180 40.746576
32 2025-09-30 20.855411 4.071288 38.121315
33 2025-10-31 20.160345 3.008693 37.420114
34 2025-11-30 19.487701 0.409067 37.078985
13:55:50 - cmdstanpy - INFO - Chain [1] start processing 13:55:50 - cmdstanpy - INFO - Chain [1] done processing 13:55:50 - cmdstanpy - INFO - Chain [1] start processing 13:55:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 551:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.845023 15.761493 54.954536
31 2025-08-31 34.622143 15.522243 54.106294
32 2025-09-30 34.406453 13.352966 53.391201
33 2025-10-31 34.183573 15.893620 54.707905
34 2025-11-30 33.967883 14.857260 53.285010
Forecast for Africa and Product 552:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.831138 23.692553 59.013239
31 2025-08-31 41.836193 24.893097 61.502286
32 2025-09-30 41.841085 24.206545 60.538075
33 2025-10-31 41.846141 23.395983 59.830388
34 2025-11-30 41.851033 23.672796 61.338208
13:55:50 - cmdstanpy - INFO - Chain [1] start processing 13:55:51 - cmdstanpy - INFO - Chain [1] done processing 13:55:51 - cmdstanpy - INFO - Chain [1] start processing 13:55:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 553:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.694928 25.119835 58.384847
31 2025-08-31 41.634997 23.941904 60.339540
32 2025-09-30 41.577000 24.305604 59.467818
33 2025-10-31 41.517069 23.834224 60.499916
34 2025-11-30 41.459071 23.114933 59.344269
Forecast for Africa and Product 554:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.950123 21.296844 57.022926
31 2025-08-31 38.858978 20.369204 55.921059
32 2025-09-30 38.770774 20.272885 57.835931
33 2025-10-31 38.679630 19.910034 56.522721
34 2025-11-30 38.591426 19.313483 56.519779
13:55:51 - cmdstanpy - INFO - Chain [1] start processing 13:55:51 - cmdstanpy - INFO - Chain [1] done processing 13:55:51 - cmdstanpy - INFO - Chain [1] start processing 13:55:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 555:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.377867 16.860147 69.707948
31 2025-08-31 43.455769 16.978107 69.766063
32 2025-09-30 43.531158 16.254547 71.084014
33 2025-10-31 43.609060 18.785542 67.332248
34 2025-11-30 43.684450 19.782463 70.027473
Forecast for Africa and Product 556:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.137709 17.795132 51.074747
31 2025-08-31 34.895771 18.290106 50.314446
32 2025-09-30 34.661636 19.072841 51.819776
33 2025-10-31 34.419697 17.586423 49.792713
34 2025-11-30 34.185563 17.494707 50.756679
13:55:51 - cmdstanpy - INFO - Chain [1] start processing 13:55:51 - cmdstanpy - INFO - Chain [1] done processing 13:55:51 - cmdstanpy - INFO - Chain [1] start processing 13:55:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 557:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.916696 19.431684 56.844937
31 2025-08-31 38.879063 21.225740 57.810382
32 2025-09-30 38.842644 20.053345 57.257337
33 2025-10-31 38.805012 19.325606 56.243009
34 2025-11-30 38.768593 20.374793 58.302579
Forecast for Africa and Product 558:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.780915 24.806923 60.342579
31 2025-08-31 42.940791 25.393875 60.585743
32 2025-09-30 43.095511 24.982744 60.909583
33 2025-10-31 43.255387 26.251698 60.395883
34 2025-11-30 43.410107 24.765204 63.666537
13:55:52 - cmdstanpy - INFO - Chain [1] start processing 13:55:52 - cmdstanpy - INFO - Chain [1] done processing 13:55:52 - cmdstanpy - INFO - Chain [1] start processing 13:55:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 559:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.041154 11.072802 51.695068
31 2025-08-31 30.550925 9.515919 50.614927
32 2025-09-30 30.076509 8.676366 50.760571
33 2025-10-31 29.586280 9.018943 49.298856
34 2025-11-30 29.111865 7.251873 49.097593
Forecast for Africa and Product 560:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.963825 18.030752 60.091286
31 2025-08-31 39.037267 19.054115 61.859981
32 2025-09-30 39.108340 17.815434 60.515135
33 2025-10-31 39.181783 17.931149 59.780984
34 2025-11-30 39.252856 19.569034 60.841208
13:55:52 - cmdstanpy - INFO - Chain [1] start processing 13:55:52 - cmdstanpy - INFO - Chain [1] done processing 13:55:52 - cmdstanpy - INFO - Chain [1] start processing 13:55:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 561:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.661006 20.546286 63.214129
31 2025-08-31 41.660144 19.232263 61.218537
32 2025-09-30 41.659309 19.910782 62.643935
33 2025-10-31 41.658447 21.432111 62.644172
34 2025-11-30 41.657612 21.888563 64.081381
Forecast for Africa and Product 562:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.902798 33.432984 61.241919
31 2025-08-31 48.240234 33.389894 61.350922
32 2025-09-30 48.566786 35.203942 63.623645
33 2025-10-31 48.904223 34.627409 63.670584
34 2025-11-30 49.230774 35.571806 63.037323
13:55:52 - cmdstanpy - INFO - Chain [1] start processing 13:55:52 - cmdstanpy - INFO - Chain [1] done processing 13:55:52 - cmdstanpy - INFO - Chain [1] start processing 13:55:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 563:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.283373 9.310871 46.613823
31 2025-08-31 27.709190 7.163715 47.802513
32 2025-09-30 27.153529 8.241540 48.267191
33 2025-10-31 26.579346 6.373035 47.550266
34 2025-11-30 26.023686 4.372211 44.917918
Forecast for Africa and Product 564:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.142186 14.439635 51.006386
31 2025-08-31 32.897399 14.353346 49.328058
32 2025-09-30 32.660509 13.931917 50.136690
33 2025-10-31 32.415722 15.115549 49.153818
34 2025-11-30 32.178832 13.461370 49.471131
13:55:53 - cmdstanpy - INFO - Chain [1] start processing 13:55:53 - cmdstanpy - INFO - Chain [1] done processing 13:55:53 - cmdstanpy - INFO - Chain [1] start processing 13:55:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 565:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.924164 19.921906 38.028338
31 2025-08-31 28.296010 19.250570 37.224114
32 2025-09-30 27.688119 18.986517 37.630541
33 2025-10-31 27.059965 18.088927 35.651586
34 2025-11-30 26.452074 17.372474 35.797651
Forecast for Africa and Product 566:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.758285 19.195149 53.776926
31 2025-08-31 36.646524 21.208383 53.450827
32 2025-09-30 36.538368 20.714280 53.555609
33 2025-10-31 36.426608 19.461259 54.182695
34 2025-11-30 36.318452 19.963862 52.299359
13:55:53 - cmdstanpy - INFO - Chain [1] start processing 13:55:53 - cmdstanpy - INFO - Chain [1] done processing 13:55:53 - cmdstanpy - INFO - Chain [1] start processing 13:55:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 567:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.326297 9.401447 49.444969
31 2025-08-31 28.429914 7.611622 48.281057
32 2025-09-30 27.562447 7.772631 47.804025
33 2025-10-31 26.666064 6.636136 45.551859
34 2025-11-30 25.798597 6.315208 47.167696
Forecast for Africa and Product 568:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.274570 29.758664 76.659427
31 2025-08-31 53.970858 31.624820 76.379319
32 2025-09-30 54.644686 31.467023 78.024602
33 2025-10-31 55.340974 32.971452 77.564942
34 2025-11-30 56.014802 34.478100 80.189528
13:55:53 - cmdstanpy - INFO - Chain [1] start processing 13:55:53 - cmdstanpy - INFO - Chain [1] done processing 13:55:53 - cmdstanpy - INFO - Chain [1] start processing 13:55:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 569:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.346306 23.266993 62.893549
31 2025-08-31 42.387313 22.333471 62.682553
32 2025-09-30 42.426998 21.453816 63.083981
33 2025-10-31 42.468005 23.131052 63.141376
34 2025-11-30 42.507689 22.475450 61.634171
Forecast for Africa and Product 570:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.597340 21.106609 55.245910
31 2025-08-31 38.670582 21.477577 55.103386
32 2025-09-30 38.741461 22.541914 54.792878
33 2025-10-31 38.814703 22.624885 54.787268
34 2025-11-30 38.885583 23.694487 55.264148
13:55:54 - cmdstanpy - INFO - Chain [1] start processing 13:55:54 - cmdstanpy - INFO - Chain [1] done processing 13:55:54 - cmdstanpy - INFO - Chain [1] start processing 13:55:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 571:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.515498 10.539170 59.257856
31 2025-08-31 35.244487 11.980608 59.174808
32 2025-09-30 34.982217 10.974878 59.404948
33 2025-10-31 34.711205 10.973798 57.334693
34 2025-11-30 34.448936 10.805977 57.655059
Forecast for Africa and Product 572:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.719335 14.761561 49.733093
31 2025-08-31 32.186052 14.050128 51.150637
32 2025-09-30 31.669972 14.443762 49.698398
33 2025-10-31 31.136690 13.975650 49.090502
34 2025-11-30 30.620610 12.419020 47.649306
13:55:54 - cmdstanpy - INFO - Chain [1] start processing 13:55:54 - cmdstanpy - INFO - Chain [1] done processing 13:55:54 - cmdstanpy - INFO - Chain [1] start processing 13:55:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 573:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.830592 11.472397 46.878540
31 2025-08-31 29.440191 12.598819 45.385346
32 2025-09-30 29.062383 12.208187 45.805665
33 2025-10-31 28.671981 12.575557 44.944048
34 2025-11-30 28.294173 12.951028 45.057654
Forecast for Africa and Product 574:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.878609 26.448749 72.041042
31 2025-08-31 50.278641 27.888989 72.267206
32 2025-09-30 50.665770 27.443609 74.393785
33 2025-10-31 51.065802 29.994916 74.201615
34 2025-11-30 51.452930 29.509274 72.229841
13:55:54 - cmdstanpy - INFO - Chain [1] start processing 13:55:54 - cmdstanpy - INFO - Chain [1] done processing 13:55:55 - cmdstanpy - INFO - Chain [1] start processing 13:55:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 575:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.843852 34.872031 78.404706
31 2025-08-31 57.667569 36.033427 79.915979
32 2025-09-30 58.464715 36.344044 81.079187
33 2025-10-31 59.288433 37.894824 80.590444
34 2025-11-30 60.085579 37.820024 81.856544
Forecast for Africa and Product 576:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.346912 -0.216444 45.892208
31 2025-08-31 22.249501 -2.448955 45.645935
32 2025-09-30 21.187491 0.044230 42.999323
33 2025-10-31 20.090081 -3.064468 43.059757
34 2025-11-30 19.028071 -2.698875 41.477096
13:55:55 - cmdstanpy - INFO - Chain [1] start processing 13:55:55 - cmdstanpy - INFO - Chain [1] done processing 13:55:55 - cmdstanpy - INFO - Chain [1] start processing 13:55:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 577:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.350387 16.345266 52.459263
31 2025-08-31 33.192311 16.069437 51.665871
32 2025-09-30 33.039334 15.254689 51.160624
33 2025-10-31 32.881258 16.002522 50.901087
34 2025-11-30 32.728281 14.500668 50.574539
Forecast for Africa and Product 578:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.351942 6.919801 40.347672
31 2025-08-31 23.737147 7.183586 40.850137
32 2025-09-30 23.142184 5.601844 39.919850
33 2025-10-31 22.527389 4.404878 40.051570
34 2025-11-30 21.932426 4.736387 38.140441
13:55:55 - cmdstanpy - INFO - Chain [1] start processing 13:55:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 579:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.795988 20.800808 55.890186
31 2025-08-31 39.682482 22.360000 56.842479
32 2025-09-30 39.572637 22.523601 57.635664
33 2025-10-31 39.459130 21.662160 56.400059
34 2025-11-30 39.349285 23.231257 56.169505
13:55:55 - cmdstanpy - INFO - Chain [1] start processing 13:55:55 - cmdstanpy - INFO - Chain [1] done processing 13:55:56 - cmdstanpy - INFO - Chain [1] start processing 13:55:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 580:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.228268 16.743784 53.510629
31 2025-08-31 33.824433 16.138169 52.366023
32 2025-09-30 33.433625 15.252364 52.645800
33 2025-10-31 33.029791 14.267848 52.085802
34 2025-11-30 32.638983 15.580710 50.211249
Forecast for Africa and Product 581:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.032020 16.640371 53.316659
31 2025-08-31 35.916807 17.679221 53.372936
32 2025-09-30 35.805310 17.085444 54.815485
33 2025-10-31 35.690097 17.539699 52.708243
34 2025-11-30 35.578600 17.333261 53.012407
13:55:56 - cmdstanpy - INFO - Chain [1] start processing 13:55:56 - cmdstanpy - INFO - Chain [1] done processing 13:55:56 - cmdstanpy - INFO - Chain [1] start processing 13:55:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 582:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.026880 18.460148 66.182803
31 2025-08-31 41.878596 18.719887 63.872904
32 2025-09-30 41.735095 18.378471 65.342370
33 2025-10-31 41.586810 19.311229 65.928644
34 2025-11-30 41.443309 20.349551 64.907083
13:55:56 - cmdstanpy - INFO - Chain [1] start processing 13:55:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 583:
ds yhat yhat_lower yhat_upper
30 2025-07-31 17.541260 -1.467713 35.515004
31 2025-08-31 16.508485 -3.549475 34.726549
32 2025-09-30 15.509025 -3.965759 35.450110
33 2025-10-31 14.476250 -4.894556 34.045346
34 2025-11-30 13.476791 -6.291651 30.584672
Forecast for Africa and Product 584:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.804559 16.888999 56.826567
31 2025-08-31 35.375957 14.371993 54.697055
32 2025-09-30 34.961181 15.029654 55.309549
33 2025-10-31 34.532579 13.592711 53.150693
34 2025-11-30 34.117803 14.386521 53.866506
13:55:56 - cmdstanpy - INFO - Chain [1] start processing 13:55:56 - cmdstanpy - INFO - Chain [1] done processing 13:55:56 - cmdstanpy - INFO - Chain [1] start processing 13:55:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 585:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.787031 21.201893 67.348035
31 2025-08-31 44.007641 19.863078 66.297134
32 2025-09-30 44.221135 20.834323 66.372559
33 2025-10-31 44.441745 20.772011 67.916190
34 2025-11-30 44.655239 22.766115 67.510144
Forecast for Africa and Product 586:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.682859 17.001681 54.444318
31 2025-08-31 35.607879 18.491649 54.400737
32 2025-09-30 35.535317 18.056246 54.115613
33 2025-10-31 35.460337 18.344169 52.784970
34 2025-11-30 35.387776 18.624585 53.372723
13:55:57 - cmdstanpy - INFO - Chain [1] start processing 13:55:57 - cmdstanpy - INFO - Chain [1] done processing 13:55:57 - cmdstanpy - INFO - Chain [1] start processing 13:55:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 587:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.377290 32.239214 73.185941
31 2025-08-31 51.973086 30.888830 72.981196
32 2025-09-30 52.549662 33.472876 73.550670
33 2025-10-31 53.145458 32.489906 73.961359
34 2025-11-30 53.722034 32.752581 75.612463
Forecast for Africa and Product 588:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.037122 19.151616 66.354436
31 2025-08-31 43.989537 22.148479 68.203272
32 2025-09-30 43.943486 20.531850 68.447345
33 2025-10-31 43.895901 21.672973 68.850986
34 2025-11-30 43.849851 19.593658 70.068659
13:55:57 - cmdstanpy - INFO - Chain [1] start processing 13:55:57 - cmdstanpy - INFO - Chain [1] done processing 13:55:57 - cmdstanpy - INFO - Chain [1] start processing 13:55:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 589:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.174920 18.514047 61.930032
31 2025-08-31 41.263275 20.251374 60.977189
32 2025-09-30 41.348780 20.950851 62.254113
33 2025-10-31 41.437135 20.568255 62.999567
34 2025-11-30 41.522640 20.197803 62.527378
Forecast for Africa and Product 590:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.714418 7.564337 44.932981
31 2025-08-31 25.996135 6.547117 44.693996
32 2025-09-30 25.301023 5.872966 44.499169
33 2025-10-31 24.582740 3.882045 43.509968
34 2025-11-30 23.887627 5.785010 43.210580
13:55:57 - cmdstanpy - INFO - Chain [1] start processing 13:55:57 - cmdstanpy - INFO - Chain [1] done processing 13:55:58 - cmdstanpy - INFO - Chain [1] start processing 13:55:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 591:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.157838 22.862079 63.550037
31 2025-08-31 43.114127 21.315650 65.139942
32 2025-09-30 43.071827 21.372624 64.839731
33 2025-10-31 43.028117 21.418155 64.651089
34 2025-11-30 42.985816 21.440671 65.154330
Forecast for Africa and Product 592:
ds yhat yhat_lower yhat_upper
30 2025-07-31 7.927837 -12.824274 29.046644
31 2025-08-31 6.211931 -15.511044 25.336054
32 2025-09-30 4.551376 -14.954294 24.527989
33 2025-10-31 2.835470 -18.791572 22.875320
34 2025-11-30 1.174916 -21.108208 21.118018
13:55:58 - cmdstanpy - INFO - Chain [1] start processing 13:55:58 - cmdstanpy - INFO - Chain [1] done processing 13:55:58 - cmdstanpy - INFO - Chain [1] start processing 13:55:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 593:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.286353 8.145336 42.408330
31 2025-08-31 24.574009 6.687733 42.305458
32 2025-09-30 23.884644 6.282090 39.786422
33 2025-10-31 23.172301 6.811181 39.603601
34 2025-11-30 22.482936 5.836610 40.383664
Forecast for Africa and Product 594:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.702585 40.706281 78.523176
31 2025-08-31 60.695676 41.745802 78.720398
32 2025-09-30 61.656732 43.092473 78.764066
33 2025-10-31 62.649823 44.396034 80.215761
34 2025-11-30 63.610878 46.597954 81.890820
13:55:58 - cmdstanpy - INFO - Chain [1] start processing 13:55:58 - cmdstanpy - INFO - Chain [1] done processing 13:55:58 - cmdstanpy - INFO - Chain [1] start processing 13:55:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 595:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.050620 8.638973 58.399905
31 2025-08-31 33.615944 6.410008 59.383194
32 2025-09-30 33.195289 8.488339 57.916005
33 2025-10-31 32.760613 4.052719 57.797887
34 2025-11-30 32.339959 7.592934 57.661718
Forecast for Africa and Product 596:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.795935 -3.000744 40.461737
31 2025-08-31 18.170081 -5.057741 39.518324
32 2025-09-30 17.564416 -4.345943 38.449380
33 2025-10-31 16.938562 -4.903667 36.424202
34 2025-11-30 16.332896 -3.537080 38.700995
13:55:58 - cmdstanpy - INFO - Chain [1] start processing 13:55:58 - cmdstanpy - INFO - Chain [1] done processing 13:55:59 - cmdstanpy - INFO - Chain [1] start processing 13:55:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 597:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.194457 17.428734 67.156184
31 2025-08-31 43.367171 19.101146 68.727915
32 2025-09-30 43.534314 17.769888 68.222441
33 2025-10-31 43.707028 18.950204 70.485303
34 2025-11-30 43.874171 19.624728 68.974125
Forecast for Africa and Product 598:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.006450 14.878673 62.723659
31 2025-08-31 39.764273 16.724066 62.450631
32 2025-09-30 39.529908 15.944206 63.384627
33 2025-10-31 39.287731 15.150830 63.943353
34 2025-11-30 39.053365 14.338143 63.479210
13:55:59 - cmdstanpy - INFO - Chain [1] start processing 13:55:59 - cmdstanpy - INFO - Chain [1] done processing 13:55:59 - cmdstanpy - INFO - Chain [1] start processing 13:55:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 599:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.565098 20.851073 62.853241
31 2025-08-31 41.576336 20.274520 61.693724
32 2025-09-30 41.587212 20.534742 64.521044
33 2025-10-31 41.598450 20.150539 61.812304
34 2025-11-30 41.609325 18.942151 63.544875
Forecast for Africa and Product 600:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.668395 35.110544 70.273962
31 2025-08-31 53.263357 33.941468 71.147984
32 2025-09-30 53.839128 35.881246 71.251810
33 2025-10-31 54.434090 36.089514 71.190612
34 2025-11-30 55.009861 37.132229 73.140767
13:55:59 - cmdstanpy - INFO - Chain [1] start processing 13:55:59 - cmdstanpy - INFO - Chain [1] done processing 13:55:59 - cmdstanpy - INFO - Chain [1] start processing 13:55:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 601:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.777584 26.867694 65.505822
31 2025-08-31 46.212195 27.338044 66.419425
32 2025-09-30 46.632785 26.725629 66.034348
33 2025-10-31 47.067396 28.404684 64.960382
34 2025-11-30 47.487987 28.055042 66.867014
Forecast for Africa and Product 602:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.257156 24.047308 63.532001
31 2025-08-31 43.501745 22.351568 64.396801
32 2025-09-30 43.738445 25.029417 64.105838
33 2025-10-31 43.983034 23.989354 62.257854
34 2025-11-30 44.219733 23.222111 64.498828
13:56:00 - cmdstanpy - INFO - Chain [1] start processing 13:56:00 - cmdstanpy - INFO - Chain [1] done processing 13:56:00 - cmdstanpy - INFO - Chain [1] start processing 13:56:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 603:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.420807 3.248932 47.347145
31 2025-08-31 24.852248 4.026037 45.763428
32 2025-09-30 24.302029 3.680029 45.299303
33 2025-10-31 23.733471 2.693260 45.179398
34 2025-11-30 23.183252 2.707019 44.283240
Forecast for Africa and Product 604:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.138749 16.005559 50.186094
31 2025-08-31 32.965081 16.123974 51.791098
32 2025-09-30 32.797016 14.601601 49.765517
33 2025-10-31 32.623348 14.051006 50.635038
34 2025-11-30 32.455282 14.915640 49.735398
13:56:00 - cmdstanpy - INFO - Chain [1] start processing 13:56:00 - cmdstanpy - INFO - Chain [1] done processing 13:56:00 - cmdstanpy - INFO - Chain [1] start processing 13:56:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 605:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.534110 30.105554 66.795242
31 2025-08-31 48.933271 30.435581 67.481860
32 2025-09-30 49.319555 31.586287 68.211329
33 2025-10-31 49.718716 30.496293 65.963051
34 2025-11-30 50.105001 29.358441 67.980905
Forecast for Africa and Product 606:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.136271 15.788535 53.169971
31 2025-08-31 33.950225 14.421035 52.676378
32 2025-09-30 33.770180 15.017067 52.983513
33 2025-10-31 33.584133 14.478672 51.945431
34 2025-11-30 33.404088 13.968836 51.323558
13:56:00 - cmdstanpy - INFO - Chain [1] start processing 13:56:00 - cmdstanpy - INFO - Chain [1] done processing 13:56:00 - cmdstanpy - INFO - Chain [1] start processing 13:56:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 607:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.961436 12.425064 51.119555
31 2025-08-31 31.425585 10.695782 48.546349
32 2025-09-30 30.907019 11.475115 48.617151
33 2025-10-31 30.371168 11.473127 51.339393
34 2025-11-30 29.852602 10.912697 48.192102
Forecast for Africa and Product 608:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.218818 21.536025 55.059533
31 2025-08-31 38.263298 21.694912 54.643330
32 2025-09-30 38.306344 21.225219 55.335389
33 2025-10-31 38.350824 22.263169 54.688060
34 2025-11-30 38.393870 21.863290 53.936701
13:56:01 - cmdstanpy - INFO - Chain [1] start processing 13:56:01 - cmdstanpy - INFO - Chain [1] done processing 13:56:01 - cmdstanpy - INFO - Chain [1] start processing 13:56:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 609:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.049869 25.729636 58.521251
31 2025-08-31 42.229586 26.988194 57.297786
32 2025-09-30 42.403505 25.887518 57.621096
33 2025-10-31 42.583222 26.100461 59.301030
34 2025-11-30 42.757141 27.985131 58.670514
Forecast for Africa and Product 610:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.541254 15.015199 54.014900
31 2025-08-31 35.070722 14.083995 55.604798
32 2025-09-30 34.615368 13.523208 53.132194
33 2025-10-31 34.144836 13.191927 52.931899
34 2025-11-30 33.689482 13.290833 52.308681
13:56:01 - cmdstanpy - INFO - Chain [1] start processing 13:56:01 - cmdstanpy - INFO - Chain [1] done processing 13:56:01 - cmdstanpy - INFO - Chain [1] start processing 13:56:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 611:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.125012 16.317395 58.406833
31 2025-08-31 35.870906 14.870057 57.257553
32 2025-09-30 35.624998 16.122144 57.079154
33 2025-10-31 35.370893 14.272612 55.763442
34 2025-11-30 35.124984 15.354505 55.470745
Forecast for Africa and Product 612:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.456645 16.718256 56.119556
31 2025-08-31 36.217665 16.527599 56.685170
32 2025-09-30 35.986394 15.741406 55.835818
33 2025-10-31 35.747413 15.355319 56.386449
34 2025-11-30 35.516142 15.364803 55.601832
13:56:01 - cmdstanpy - INFO - Chain [1] start processing 13:56:01 - cmdstanpy - INFO - Chain [1] done processing 13:56:02 - cmdstanpy - INFO - Chain [1] start processing 13:56:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 613:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.929638 21.915335 68.422854
31 2025-08-31 44.856143 20.747472 67.073034
32 2025-09-30 44.785020 21.824811 67.963760
33 2025-10-31 44.711526 21.890617 67.804785
34 2025-11-30 44.640403 20.085685 66.297093
Forecast for Africa and Product 614:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.566054 25.058255 63.847406
31 2025-08-31 45.746890 25.482858 65.257024
32 2025-09-30 45.921892 25.808656 66.394164
33 2025-10-31 46.102727 26.407532 65.651999
34 2025-11-30 46.277729 25.576836 65.648845
13:56:02 - cmdstanpy - INFO - Chain [1] start processing 13:56:02 - cmdstanpy - INFO - Chain [1] done processing 13:56:02 - cmdstanpy - INFO - Chain [1] start processing 13:56:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 615:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.682631 26.085973 50.047856
31 2025-08-31 37.437379 24.651352 49.304112
32 2025-09-30 37.200039 25.159131 48.442608
33 2025-10-31 36.954787 25.669895 49.735273
34 2025-11-30 36.717447 24.239397 48.869511
Forecast for Africa and Product 616:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.055995 7.248355 49.513480
31 2025-08-31 27.303571 4.909420 48.706624
32 2025-09-30 26.575418 4.529802 48.034520
33 2025-10-31 25.822994 2.386100 45.718997
34 2025-11-30 25.094842 2.781321 46.246396
13:56:02 - cmdstanpy - INFO - Chain [1] start processing 13:56:02 - cmdstanpy - INFO - Chain [1] done processing 13:56:02 - cmdstanpy - INFO - Chain [1] start processing 13:56:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 617:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.198150 11.339393 48.406485
31 2025-08-31 27.541920 10.252783 44.967114
32 2025-09-30 26.906858 9.531476 44.747178
33 2025-10-31 26.250628 8.910128 43.704463
34 2025-11-30 25.615566 7.782533 42.794110
Forecast for Africa and Product 618:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.800241 32.093539 64.194838
31 2025-08-31 48.411267 33.318808 63.855347
32 2025-09-30 49.002584 33.965303 65.179147
33 2025-10-31 49.613611 32.092648 64.292800
34 2025-11-30 50.204927 35.141838 65.782985
13:56:02 - cmdstanpy - INFO - Chain [1] start processing 13:56:02 - cmdstanpy - INFO - Chain [1] done processing 13:56:03 - cmdstanpy - INFO - Chain [1] start processing 13:56:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 619:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.005971 26.554596 61.786691
31 2025-08-31 44.178390 26.161315 62.428974
32 2025-09-30 44.345248 25.802824 63.569579
33 2025-10-31 44.517667 27.387824 61.850650
34 2025-11-30 44.684525 27.043628 62.754383
Forecast for Africa and Product 620:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.826501 16.954635 54.657189
31 2025-08-31 36.632657 18.465422 55.611916
32 2025-09-30 36.445065 17.343547 53.761623
33 2025-10-31 36.251221 16.540395 55.715090
34 2025-11-30 36.063629 16.279971 54.830345
13:56:03 - cmdstanpy - INFO - Chain [1] start processing 13:56:03 - cmdstanpy - INFO - Chain [1] done processing 13:56:03 - cmdstanpy - INFO - Chain [1] start processing 13:56:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 621:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.428861 33.372039 62.515638
31 2025-08-31 47.820074 33.795027 61.383230
32 2025-09-30 48.198668 34.793570 61.711555
33 2025-10-31 48.589882 34.942204 62.629064
34 2025-11-30 48.968476 35.315190 61.845216
Forecast for Africa and Product 622:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.597928 24.709417 56.353628
31 2025-08-31 39.360514 22.412404 56.578695
32 2025-09-30 39.130759 23.004625 57.265684
33 2025-10-31 38.893346 22.911282 56.248489
34 2025-11-30 38.663591 22.558722 56.091387
13:56:03 - cmdstanpy - INFO - Chain [1] start processing 13:56:03 - cmdstanpy - INFO - Chain [1] done processing 13:56:03 - cmdstanpy - INFO - Chain [1] start processing 13:56:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 623:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.317127 8.312369 54.352664
31 2025-08-31 30.825998 8.162063 54.387099
32 2025-09-30 30.350711 8.377003 52.596951
33 2025-10-31 29.859582 7.153873 50.824801
34 2025-11-30 29.384296 8.573408 51.341891
Forecast for Africa and Product 624:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.860591 34.614768 84.663338
31 2025-08-31 60.681684 36.788121 87.721381
32 2025-09-30 61.476290 37.158763 84.450733
33 2025-10-31 62.297383 37.759153 86.734684
34 2025-11-30 63.091990 38.302517 87.734472
13:56:03 - cmdstanpy - INFO - Chain [1] start processing 13:56:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 625:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.745774 30.874747 68.372197
31 2025-08-31 50.052839 29.961462 67.919500
32 2025-09-30 50.349999 31.275379 70.218196
33 2025-10-31 50.657065 31.949526 70.222744
34 2025-11-30 50.954225 32.418789 71.517158
13:56:04 - cmdstanpy - INFO - Chain [1] start processing 13:56:04 - cmdstanpy - INFO - Chain [1] done processing 13:56:04 - cmdstanpy - INFO - Chain [1] start processing 13:56:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 626:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.010650 33.012351 81.955119
31 2025-08-31 57.610268 31.344402 83.728815
32 2025-09-30 58.190543 32.465133 82.347399
33 2025-10-31 58.790161 32.506813 84.023512
34 2025-11-30 59.370437 34.334903 85.107404
Forecast for Africa and Product 627:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.652472 20.049004 67.003137
31 2025-08-31 42.564994 19.058243 66.283519
32 2025-09-30 42.480338 19.253015 65.021727
33 2025-10-31 42.392860 18.617610 67.381837
34 2025-11-30 42.308204 19.148071 66.458950
13:56:04 - cmdstanpy - INFO - Chain [1] start processing 13:56:04 - cmdstanpy - INFO - Chain [1] done processing 13:56:04 - cmdstanpy - INFO - Chain [1] start processing 13:56:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 628:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.862770 40.201075 65.461659
31 2025-08-31 53.604321 41.174947 65.667212
32 2025-09-30 54.321952 42.137620 67.533628
33 2025-10-31 55.063503 42.654728 67.906658
34 2025-11-30 55.781134 43.918949 68.007317
Forecast for Africa and Product 629:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.215582 8.655738 40.704232
31 2025-08-31 24.665671 9.105404 41.203177
32 2025-09-30 24.133499 8.430975 40.357512
33 2025-10-31 23.583587 7.388730 40.103785
34 2025-11-30 23.051415 6.620893 39.359647
13:56:04 - cmdstanpy - INFO - Chain [1] start processing 13:56:04 - cmdstanpy - INFO - Chain [1] done processing 13:56:05 - cmdstanpy - INFO - Chain [1] start processing 13:56:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 630:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.703863 -7.072359 48.365599
31 2025-08-31 20.798054 -6.238584 47.606464
32 2025-09-30 19.921464 -7.704048 45.376876
33 2025-10-31 19.015655 -8.186758 45.298508
34 2025-11-30 18.139065 -8.737917 45.885117
Forecast for Africa and Product 631:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.483261 25.580216 59.686612
31 2025-08-31 42.422974 25.062216 59.940876
32 2025-09-30 42.364632 25.358647 58.648932
33 2025-10-31 42.304346 26.316102 59.982810
34 2025-11-30 42.246004 24.967593 59.065146
13:56:05 - cmdstanpy - INFO - Chain [1] start processing 13:56:05 - cmdstanpy - INFO - Chain [1] done processing 13:56:05 - cmdstanpy - INFO - Chain [1] start processing 13:56:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 632:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.937679 38.575517 84.197319
31 2025-08-31 62.148530 40.119093 85.453744
32 2025-09-30 63.320322 41.946768 84.549980
33 2025-10-31 64.531173 42.838233 86.426966
34 2025-11-30 65.702965 43.658124 87.697269
13:56:05 - cmdstanpy - INFO - Chain [1] start processing 13:56:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 633:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.370951 16.813846 51.381941
31 2025-08-31 34.017001 17.077274 51.210623
32 2025-09-30 33.674469 15.752013 51.251084
33 2025-10-31 33.320519 15.471608 51.195482
34 2025-11-30 32.977987 17.688139 51.153217
Forecast for Africa and Product 634:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.173087 22.347084 59.352689
31 2025-08-31 40.295655 21.985118 56.204324
32 2025-09-30 40.414270 23.044746 57.423170
33 2025-10-31 40.536838 24.572001 56.994632
34 2025-11-30 40.655453 24.428129 57.514413
13:56:05 - cmdstanpy - INFO - Chain [1] start processing 13:56:05 - cmdstanpy - INFO - Chain [1] done processing 13:56:06 - cmdstanpy - INFO - Chain [1] start processing 13:56:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 635:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.291943 17.743432 59.047230
31 2025-08-31 39.325095 18.373821 59.736413
32 2025-09-30 39.357177 19.315448 61.963442
33 2025-10-31 39.390329 18.143036 60.905107
34 2025-11-30 39.422411 17.768539 60.797348
Forecast for Africa and Product 636:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.298078 18.617765 51.578349
31 2025-08-31 35.162679 19.775949 52.074362
32 2025-09-30 35.031648 18.923810 52.031806
33 2025-10-31 34.896249 17.751807 49.529772
34 2025-11-30 34.765217 18.404691 50.741409
13:56:06 - cmdstanpy - INFO - Chain [1] start processing 13:56:06 - cmdstanpy - INFO - Chain [1] done processing 13:56:06 - cmdstanpy - INFO - Chain [1] start processing 13:56:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 637:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.060875 12.245241 58.840839
31 2025-08-31 34.482996 12.245754 57.544818
32 2025-09-30 33.923758 14.349448 57.547237
33 2025-10-31 33.345879 12.038628 55.999393
34 2025-11-30 32.786642 10.231028 55.538836
Forecast for Africa and Product 638:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.892288 19.260526 59.708391
31 2025-08-31 38.714062 19.854901 57.984314
32 2025-09-30 38.541586 18.117129 59.340790
33 2025-10-31 38.363361 18.443509 59.057052
34 2025-11-30 38.190885 17.548563 57.991272
13:56:06 - cmdstanpy - INFO - Chain [1] start processing 13:56:06 - cmdstanpy - INFO - Chain [1] done processing 13:56:06 - cmdstanpy - INFO - Chain [1] start processing 13:56:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 639:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.691673 41.174982 75.551067
31 2025-08-31 58.616008 43.564139 74.217145
32 2025-09-30 59.510526 43.707649 75.690630
33 2025-10-31 60.434861 42.936677 76.059520
34 2025-11-30 61.329378 45.179964 77.970342
Forecast for Africa and Product 640:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.987674 21.426185 58.405305
31 2025-08-31 41.483791 22.112117 59.994465
32 2025-09-30 41.963904 24.913848 60.606790
33 2025-10-31 42.460021 24.126482 62.068696
34 2025-11-30 42.940134 24.573114 62.003877
13:56:06 - cmdstanpy - INFO - Chain [1] start processing 13:56:07 - cmdstanpy - INFO - Chain [1] done processing 13:56:07 - cmdstanpy - INFO - Chain [1] start processing 13:56:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 641:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.930537 40.706253 81.049751
31 2025-08-31 61.812757 42.571232 82.755995
32 2025-09-30 62.666518 42.374061 80.956982
33 2025-10-31 63.548737 42.692692 83.054339
34 2025-11-30 64.402498 43.234824 84.938166
Forecast for Africa and Product 642:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.316052 22.451501 60.675184
31 2025-08-31 42.331325 24.241650 61.913369
32 2025-09-30 42.346105 23.231941 61.670675
33 2025-10-31 42.361378 22.801174 60.830394
34 2025-11-30 42.376158 23.692196 60.642324
13:56:07 - cmdstanpy - INFO - Chain [1] start processing 13:56:07 - cmdstanpy - INFO - Chain [1] done processing 13:56:07 - cmdstanpy - INFO - Chain [1] start processing 13:56:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 643:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.299172 25.079067 55.438719
31 2025-08-31 39.929263 24.169658 55.880252
32 2025-09-30 39.571287 24.674965 54.981945
33 2025-10-31 39.201378 23.780567 54.299844
34 2025-11-30 38.843402 24.238907 54.057733
Forecast for Africa and Product 644:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.465775 0.548666 37.586465
31 2025-08-31 18.299057 0.929694 35.934939
32 2025-09-30 17.169975 -0.916423 34.599633
33 2025-10-31 16.003257 -0.966106 35.531997
34 2025-11-30 14.874175 -2.307656 33.716039
13:56:07 - cmdstanpy - INFO - Chain [1] start processing 13:56:07 - cmdstanpy - INFO - Chain [1] done processing 13:56:07 - cmdstanpy - INFO - Chain [1] start processing 13:56:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 645:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.281806 9.684391 40.948221
31 2025-08-31 24.897761 10.059287 41.207053
32 2025-09-30 24.526104 8.654500 39.430800
33 2025-10-31 24.142059 8.819201 39.336312
34 2025-11-30 23.770402 8.344464 39.257144
Forecast for Africa and Product 646:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.739892 19.580601 55.659783
31 2025-08-31 37.674753 18.757165 57.107008
32 2025-09-30 37.611715 17.259592 57.989047
33 2025-10-31 37.546577 18.674761 56.461554
34 2025-11-30 37.483539 17.861277 56.966508
13:56:08 - cmdstanpy - INFO - Chain [1] start processing 13:56:08 - cmdstanpy - INFO - Chain [1] done processing 13:56:08 - cmdstanpy - INFO - Chain [1] start processing 13:56:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 647:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.057300 17.469707 56.171200
31 2025-08-31 36.875609 17.464996 56.964193
32 2025-09-30 36.699780 18.064081 55.771894
33 2025-10-31 36.518089 17.739873 56.851152
34 2025-11-30 36.342260 16.704330 56.057067
Forecast for Africa and Product 648:
ds yhat yhat_lower yhat_upper
30 2025-07-31 17.282658 -6.733475 40.559790
31 2025-08-31 16.124984 -8.098489 39.165452
32 2025-09-30 15.004654 -9.508079 38.082152
33 2025-10-31 13.846980 -9.666840 37.878542
34 2025-11-30 12.726650 -10.381747 37.545216
13:56:08 - cmdstanpy - INFO - Chain [1] start processing 13:56:08 - cmdstanpy - INFO - Chain [1] done processing 13:56:08 - cmdstanpy - INFO - Chain [1] start processing 13:56:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 649:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.016799 18.218272 64.680889
31 2025-08-31 42.071142 20.729352 65.963693
32 2025-09-30 42.123732 18.877634 64.982597
33 2025-10-31 42.178075 19.676747 66.185006
34 2025-11-30 42.230665 20.020343 65.770347
Forecast for Africa and Product 650:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.065537 19.018890 52.647749
31 2025-08-31 35.978470 19.430202 53.072513
32 2025-09-30 35.894211 19.915298 51.500401
33 2025-10-31 35.807144 20.252380 52.055396
34 2025-11-30 35.722886 18.069984 52.320115
13:56:08 - cmdstanpy - INFO - Chain [1] start processing 13:56:08 - cmdstanpy - INFO - Chain [1] done processing 13:56:08 - cmdstanpy - INFO - Chain [1] start processing 13:56:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 651:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.101147 10.820884 50.231261
31 2025-08-31 29.789541 9.754773 47.954803
32 2025-09-30 29.487986 10.744407 48.897709
33 2025-10-31 29.176379 11.499850 47.868957
34 2025-11-30 28.874824 9.228398 48.020167
Forecast for Africa and Product 652:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.707712 22.376932 58.718955
31 2025-08-31 40.485579 21.130721 59.037289
32 2025-09-30 40.270610 20.898880 59.042058
33 2025-10-31 40.048477 21.789622 58.786941
34 2025-11-30 39.833509 20.794979 57.729369
13:56:09 - cmdstanpy - INFO - Chain [1] start processing 13:56:09 - cmdstanpy - INFO - Chain [1] done processing 13:56:09 - cmdstanpy - INFO - Chain [1] start processing 13:56:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 653:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.041346 41.833450 73.912752
31 2025-08-31 58.952167 43.699925 74.789502
32 2025-09-30 59.833607 43.392170 75.027862
33 2025-10-31 60.744428 46.142624 75.716218
34 2025-11-30 61.625868 46.599068 78.876063
Forecast for Africa and Product 654:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.005956 13.383241 41.146912
31 2025-08-31 26.442462 12.159501 39.700650
32 2025-09-30 25.897145 12.884486 38.496502
33 2025-10-31 25.333651 11.353343 38.208913
34 2025-11-30 24.788335 12.401020 38.513621
13:56:09 - cmdstanpy - INFO - Chain [1] start processing 13:56:09 - cmdstanpy - INFO - Chain [1] done processing 13:56:09 - cmdstanpy - INFO - Chain [1] start processing 13:56:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 655:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.720980 18.723104 57.033856
31 2025-08-31 37.412253 18.124973 56.770095
32 2025-09-30 37.113485 17.310771 56.626973
33 2025-10-31 36.804758 17.250001 55.482897
34 2025-11-30 36.505990 18.320740 55.320538
Forecast for Africa and Product 656:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.217829 12.125350 53.357140
31 2025-08-31 31.745191 9.444709 54.016165
32 2025-09-30 31.287800 9.816022 53.331300
33 2025-10-31 30.815162 8.453030 53.806246
34 2025-11-30 30.357770 7.701415 51.251289
13:56:09 - cmdstanpy - INFO - Chain [1] start processing 13:56:09 - cmdstanpy - INFO - Chain [1] done processing 13:56:09 - cmdstanpy - INFO - Chain [1] start processing 13:56:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 657:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.836293 11.975229 47.193371
31 2025-08-31 29.367203 11.907481 47.122737
32 2025-09-30 28.913245 12.184199 46.701618
33 2025-10-31 28.444155 12.037667 45.509061
34 2025-11-30 27.990197 10.825632 44.694530
Forecast for Africa and Product 658:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.745009 23.587554 54.769684
31 2025-08-31 39.911414 23.808447 56.448153
32 2025-09-30 40.072451 24.928920 54.820818
33 2025-10-31 40.238856 24.371261 54.879202
34 2025-11-30 40.399893 25.004244 57.530177
13:56:10 - cmdstanpy - INFO - Chain [1] start processing 13:56:10 - cmdstanpy - INFO - Chain [1] done processing 13:56:10 - cmdstanpy - INFO - Chain [1] start processing 13:56:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 659:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.144578 15.581400 52.701206
31 2025-08-31 33.728380 13.489348 52.426813
32 2025-09-30 33.325607 15.129315 51.367727
33 2025-10-31 32.909408 14.349532 51.911300
34 2025-11-30 32.506635 13.141749 51.334998
Forecast for Africa and Product 660:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.290237 26.211958 53.478298
31 2025-08-31 39.317519 25.274280 54.397309
32 2025-09-30 39.343920 24.442808 52.696676
33 2025-10-31 39.371201 25.421855 53.517601
34 2025-11-30 39.397602 25.902204 53.236738
13:56:10 - cmdstanpy - INFO - Chain [1] start processing 13:56:10 - cmdstanpy - INFO - Chain [1] done processing 13:56:10 - cmdstanpy - INFO - Chain [1] start processing 13:56:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 661:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.587565 27.331095 65.509119
31 2025-08-31 46.767521 27.819968 65.274400
32 2025-09-30 46.941672 29.713341 66.427404
33 2025-10-31 47.121629 28.179680 66.668449
34 2025-11-30 47.295780 28.611611 66.666017
Forecast for Africa and Product 662:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.514703 9.813565 56.584254
31 2025-08-31 32.856547 10.628763 57.670994
32 2025-09-30 32.219623 9.494721 54.728678
33 2025-10-31 31.561467 7.491430 53.857707
34 2025-11-30 30.924542 7.375187 52.940019
13:56:10 - cmdstanpy - INFO - Chain [1] start processing 13:56:10 - cmdstanpy - INFO - Chain [1] done processing 13:56:10 - cmdstanpy - INFO - Chain [1] start processing 13:56:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 663:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.394074 19.012506 53.796072
31 2025-08-31 36.063499 17.853749 53.504571
32 2025-09-30 35.743587 18.782355 53.482470
33 2025-10-31 35.413012 17.358861 52.515039
34 2025-11-30 35.093101 17.400927 52.111614
Forecast for Africa and Product 664:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.466491 12.081675 54.593412
31 2025-08-31 33.030357 12.007012 52.642857
32 2025-09-30 32.608291 12.301648 52.104202
33 2025-10-31 32.172157 10.612486 54.030674
34 2025-11-30 31.750091 8.980644 51.769897
13:56:11 - cmdstanpy - INFO - Chain [1] start processing 13:56:11 - cmdstanpy - INFO - Chain [1] done processing 13:56:11 - cmdstanpy - INFO - Chain [1] start processing 13:56:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 665:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.909771 5.036098 44.659041
31 2025-08-31 24.084942 3.267954 43.305514
32 2025-09-30 23.286720 3.885156 44.224199
33 2025-10-31 22.461891 3.057069 41.880372
34 2025-11-30 21.663669 0.827321 42.321831
Forecast for Africa and Product 666:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.474822 12.459154 53.023424
31 2025-08-31 31.782653 12.046422 53.977339
32 2025-09-30 31.112811 11.523767 50.234753
33 2025-10-31 30.420642 10.811677 50.853340
34 2025-11-30 29.750801 9.715877 49.902766
13:56:11 - cmdstanpy - INFO - Chain [1] start processing 13:56:11 - cmdstanpy - INFO - Chain [1] done processing 13:56:11 - cmdstanpy - INFO - Chain [1] start processing 13:56:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 667:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.671571 19.766513 68.427740
31 2025-08-31 43.656029 19.074192 67.148336
32 2025-09-30 43.640989 18.962681 66.497098
33 2025-10-31 43.625448 19.040911 67.198143
34 2025-11-30 43.610407 19.508786 67.066092
Forecast for Africa and Product 668:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.966086 16.402136 44.662884
31 2025-08-31 29.526969 16.112906 42.962632
32 2025-09-30 29.102018 15.672427 42.466270
33 2025-10-31 28.662901 13.407208 42.693641
34 2025-11-30 28.237950 13.888893 42.659734
13:56:11 - cmdstanpy - INFO - Chain [1] start processing 13:56:11 - cmdstanpy - INFO - Chain [1] done processing 13:56:11 - cmdstanpy - INFO - Chain [1] start processing 13:56:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 669:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.298473 14.185574 52.830375
31 2025-08-31 34.195048 14.241774 53.277467
32 2025-09-30 34.094959 15.021685 54.300706
33 2025-10-31 33.991534 13.970548 53.901392
34 2025-11-30 33.891445 14.148373 52.376098
Forecast for Africa and Product 670:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.720401 35.231851 77.625636
31 2025-08-31 56.214585 37.304105 77.419239
32 2025-09-30 56.692827 35.152858 77.524670
33 2025-10-31 57.187011 36.964221 78.215755
34 2025-11-30 57.665253 36.081409 78.807952
13:56:12 - cmdstanpy - INFO - Chain [1] start processing 13:56:12 - cmdstanpy - INFO - Chain [1] done processing 13:56:12 - cmdstanpy - INFO - Chain [1] start processing 13:56:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 671:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.108105 19.256576 59.459595
31 2025-08-31 40.249079 19.710761 59.402988
32 2025-09-30 40.385505 20.881312 60.879945
33 2025-10-31 40.526479 18.933490 61.719634
34 2025-11-30 40.662905 21.889913 59.271489
Forecast for Africa and Product 672:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.938608 9.559884 52.520137
31 2025-08-31 30.378383 8.277962 52.765531
32 2025-09-30 29.836231 7.124398 51.916648
33 2025-10-31 29.276006 6.565513 51.001015
34 2025-11-30 28.733853 5.936697 49.655449
13:56:12 - cmdstanpy - INFO - Chain [1] start processing 13:56:12 - cmdstanpy - INFO - Chain [1] done processing 13:56:12 - cmdstanpy - INFO - Chain [1] start processing 13:56:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 673:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.085877 34.149977 64.088571
31 2025-08-31 49.351657 33.456227 63.440751
32 2025-09-30 49.608863 35.277866 64.907216
33 2025-10-31 49.874643 33.744685 65.415012
34 2025-11-30 50.131849 34.963195 66.740880
Forecast for Africa and Product 674:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.449532 30.065290 66.164135
31 2025-08-31 47.979527 28.802732 67.013847
32 2025-09-30 48.492427 29.028771 68.016808
33 2025-10-31 49.022422 28.881434 70.229716
34 2025-11-30 49.535321 30.403909 68.190307
13:56:12 - cmdstanpy - INFO - Chain [1] start processing 13:56:12 - cmdstanpy - INFO - Chain [1] done processing 13:56:13 - cmdstanpy - INFO - Chain [1] start processing 13:56:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 675:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.278492 8.055814 53.605817
31 2025-08-31 29.692738 5.609074 53.054790
32 2025-09-30 29.125879 5.146124 53.016304
33 2025-10-31 28.540125 4.278596 52.605226
34 2025-11-30 27.973267 5.421201 50.876662
Forecast for Africa and Product 676:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.784977 6.955029 43.528609
31 2025-08-31 24.053668 5.370728 42.775050
32 2025-09-30 23.345949 6.115327 41.954652
33 2025-10-31 22.614640 3.651886 40.348554
34 2025-11-30 21.906921 4.359654 40.595873
13:56:13 - cmdstanpy - INFO - Chain [1] start processing 13:56:13 - cmdstanpy - INFO - Chain [1] done processing 13:56:13 - cmdstanpy - INFO - Chain [1] start processing 13:56:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 677:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.080986 19.757731 52.899431
31 2025-08-31 35.882604 21.183577 51.917449
32 2025-09-30 35.690621 18.720016 52.555641
33 2025-10-31 35.492238 19.805397 52.262217
34 2025-11-30 35.300255 19.188538 51.520794
Forecast for Africa and Product 678:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.331597 4.655790 42.417573
31 2025-08-31 23.496707 3.411480 42.173797
32 2025-09-30 22.688749 2.881915 41.872695
33 2025-10-31 21.853860 2.759643 39.573283
34 2025-11-30 21.045902 2.009623 41.034918
13:56:13 - cmdstanpy - INFO - Chain [1] start processing 13:56:13 - cmdstanpy - INFO - Chain [1] done processing 13:56:13 - cmdstanpy - INFO - Chain [1] start processing 13:56:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 679:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.055493 15.447075 59.790798
31 2025-08-31 37.893206 16.136353 58.946039
32 2025-09-30 37.736154 16.762671 60.100766
33 2025-10-31 37.573867 16.157789 59.492922
34 2025-11-30 37.416815 15.156747 59.517909
Forecast for Africa and Product 680:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.323866 27.491041 55.043237
31 2025-08-31 41.439236 28.323227 55.161658
32 2025-09-30 41.550885 27.221447 54.506324
33 2025-10-31 41.666256 28.141621 55.672948
34 2025-11-30 41.777905 29.117615 55.973603
13:56:13 - cmdstanpy - INFO - Chain [1] start processing 13:56:14 - cmdstanpy - INFO - Chain [1] done processing 13:56:14 - cmdstanpy - INFO - Chain [1] start processing 13:56:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 681:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.129355 19.143168 60.259396
31 2025-08-31 40.077835 19.835752 60.695598
32 2025-09-30 40.027977 18.852819 60.897616
33 2025-10-31 39.976457 19.704460 60.599519
34 2025-11-30 39.926599 19.405737 60.683385
Forecast for Africa and Product 682:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.069763 12.774508 49.250604
31 2025-08-31 30.712499 13.204114 47.493042
32 2025-09-30 30.366760 13.130494 46.558003
33 2025-10-31 30.009496 12.603202 46.290877
34 2025-11-30 29.663757 12.713139 47.473727
13:56:14 - cmdstanpy - INFO - Chain [1] start processing 13:56:14 - cmdstanpy - INFO - Chain [1] done processing 13:56:14 - cmdstanpy - INFO - Chain [1] start processing 13:56:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 683:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.762655 22.301069 70.041166
31 2025-08-31 46.054847 22.950282 71.140026
32 2025-09-30 46.337613 21.197756 70.979440
33 2025-10-31 46.629805 20.110504 69.928236
34 2025-11-30 46.912572 22.026095 72.071517
Forecast for Africa and Product 684:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.099836 25.955900 63.102410
31 2025-08-31 45.158388 27.272670 63.371743
32 2025-09-30 45.215051 26.141968 63.682608
33 2025-10-31 45.273602 27.363182 61.422790
34 2025-11-30 45.330265 27.448400 62.976586
13:56:14 - cmdstanpy - INFO - Chain [1] start processing 13:56:14 - cmdstanpy - INFO - Chain [1] done processing 13:56:14 - cmdstanpy - INFO - Chain [1] start processing 13:56:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 685:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.730580 26.603004 77.788590
31 2025-08-31 51.302295 27.405901 75.523063
32 2025-09-30 51.855568 25.274885 80.212783
33 2025-10-31 52.427284 26.813978 76.329005
34 2025-11-30 52.980556 24.481241 77.779878
Forecast for Africa and Product 686:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.350982 38.475833 73.468072
31 2025-08-31 55.959407 38.389581 73.062504
32 2025-09-30 56.548206 40.004707 74.920997
33 2025-10-31 57.156631 39.597500 76.028154
34 2025-11-30 57.745429 40.570936 75.933288
13:56:15 - cmdstanpy - INFO - Chain [1] start processing 13:56:15 - cmdstanpy - INFO - Chain [1] done processing 13:56:15 - cmdstanpy - INFO - Chain [1] start processing 13:56:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 687:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.972456 21.708004 58.527304
31 2025-08-31 39.980542 21.616399 59.072024
32 2025-09-30 39.988367 21.416214 56.487652
33 2025-10-31 39.996452 22.515131 57.661900
34 2025-11-30 40.004277 23.842754 58.837558
Forecast for Africa and Product 688:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.067718 19.507479 61.704308
31 2025-08-31 40.213606 20.866028 60.365269
32 2025-09-30 40.354789 21.176204 60.680564
33 2025-10-31 40.500677 18.727442 60.363124
34 2025-11-30 40.641860 18.599653 60.866682
13:56:15 - cmdstanpy - INFO - Chain [1] start processing 13:56:15 - cmdstanpy - INFO - Chain [1] done processing 13:56:15 - cmdstanpy - INFO - Chain [1] start processing 13:56:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 689:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.605972 33.893520 68.298677
31 2025-08-31 51.057309 33.342854 67.783133
32 2025-09-30 51.494087 33.109703 68.688052
33 2025-10-31 51.945425 34.069422 69.089481
34 2025-11-30 52.382203 34.646332 69.730905
Forecast for Africa and Product 690:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.367064 16.922642 50.573724
31 2025-08-31 31.933060 14.461252 49.564689
32 2025-09-30 31.513056 14.389452 48.101122
33 2025-10-31 31.079052 14.680681 48.301493
34 2025-11-30 30.659048 14.129434 46.922477
13:56:15 - cmdstanpy - INFO - Chain [1] start processing 13:56:15 - cmdstanpy - INFO - Chain [1] done processing 13:56:15 - cmdstanpy - INFO - Chain [1] start processing 13:56:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 691:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.767316 16.409280 63.335775
31 2025-08-31 39.894135 15.264824 62.813194
32 2025-09-30 40.016863 13.602325 62.778339
33 2025-10-31 40.143682 16.324147 65.102037
34 2025-11-30 40.266410 17.402057 63.315180
Forecast for Africa and Product 692:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.171605 2.202701 42.823923
31 2025-08-31 20.132394 -1.407246 40.724074
32 2025-09-30 19.126706 -0.110634 38.024586
33 2025-10-31 18.087495 -2.153594 36.693822
34 2025-11-30 17.081806 -4.192715 35.545694
13:56:16 - cmdstanpy - INFO - Chain [1] start processing 13:56:16 - cmdstanpy - INFO - Chain [1] done processing 13:56:16 - cmdstanpy - INFO - Chain [1] start processing 13:56:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 693:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.296522 25.082735 58.834847
31 2025-08-31 42.029271 24.944589 57.532723
32 2025-09-30 41.770641 25.347816 58.966896
33 2025-10-31 41.503390 23.734677 58.247211
34 2025-11-30 41.244759 25.964569 57.603444
Forecast for Africa and Product 694:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.522054 31.116346 77.255259
31 2025-08-31 53.919492 32.748630 75.660750
32 2025-09-30 54.304109 31.067878 77.464189
33 2025-10-31 54.701546 33.811373 75.638765
34 2025-11-30 55.086163 32.674739 77.219635
13:56:16 - cmdstanpy - INFO - Chain [1] start processing 13:56:16 - cmdstanpy - INFO - Chain [1] done processing 13:56:16 - cmdstanpy - INFO - Chain [1] start processing 13:56:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 695:
ds yhat yhat_lower yhat_upper
30 2025-07-31 62.940466 44.623520 80.915033
31 2025-08-31 64.239933 45.463608 82.033027
32 2025-09-30 65.497481 46.744729 83.899947
33 2025-10-31 66.796948 49.410342 85.492949
34 2025-11-30 68.054496 49.906394 86.099132
Forecast for Africa and Product 696:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.526941 32.994305 69.338350
31 2025-08-31 51.762771 31.808621 71.676026
32 2025-09-30 51.990994 34.291878 72.827720
33 2025-10-31 52.226824 35.350882 71.932945
34 2025-11-30 52.455046 33.697791 73.237909
13:56:16 - cmdstanpy - INFO - Chain [1] start processing 13:56:16 - cmdstanpy - INFO - Chain [1] done processing 13:56:17 - cmdstanpy - INFO - Chain [1] start processing 13:56:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 697:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.209781 23.300484 60.025657
31 2025-08-31 41.444229 24.220139 59.569619
32 2025-09-30 41.671115 22.772211 59.371567
33 2025-10-31 41.905563 25.526156 59.657988
34 2025-11-30 42.132449 24.387159 58.618896
Forecast for Africa and Product 698:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.850895 34.420615 73.901700
31 2025-08-31 55.591196 35.751708 76.971630
32 2025-09-30 56.307617 37.940863 77.178109
33 2025-10-31 57.047918 34.831470 77.686744
34 2025-11-30 57.764338 38.461796 76.523082
13:56:17 - cmdstanpy - INFO - Chain [1] start processing 13:56:17 - cmdstanpy - INFO - Chain [1] done processing 13:56:17 - cmdstanpy - INFO - Chain [1] start processing 13:56:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 699:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.678138 27.208776 73.074223
31 2025-08-31 51.070504 27.798123 72.190535
32 2025-09-30 51.450213 27.416497 74.299867
33 2025-10-31 51.842579 29.264032 76.336181
34 2025-11-30 52.222288 27.449398 74.182338
Forecast for Africa and Product 700:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.131582 14.014970 49.846950
31 2025-08-31 32.600262 15.123627 50.472642
32 2025-09-30 32.086081 13.698495 50.813206
33 2025-10-31 31.554761 13.836610 50.123983
34 2025-11-30 31.040581 12.509425 48.803816
13:56:17 - cmdstanpy - INFO - Chain [1] start processing 13:56:17 - cmdstanpy - INFO - Chain [1] done processing 13:56:17 - cmdstanpy - INFO - Chain [1] start processing 13:56:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 701:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.877402 23.752043 64.352846
31 2025-08-31 44.074873 23.723672 65.063443
32 2025-09-30 44.265974 23.812195 65.129786
33 2025-10-31 44.463445 23.955509 63.670991
34 2025-11-30 44.654547 25.227941 64.335788
Forecast for Africa and Product 702:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.941886 2.134200 49.365414
31 2025-08-31 24.977440 0.892716 48.876471
32 2025-09-30 24.044105 0.453819 48.713316
33 2025-10-31 23.079659 -0.490157 47.641045
34 2025-11-30 22.146325 -1.460229 45.553240
13:56:17 - cmdstanpy - INFO - Chain [1] start processing 13:56:17 - cmdstanpy - INFO - Chain [1] done processing 13:56:18 - cmdstanpy - INFO - Chain [1] start processing 13:56:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 703:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.138479 32.611009 66.805604
31 2025-08-31 50.402402 31.872100 68.411956
32 2025-09-30 50.657812 31.862286 68.191085
33 2025-10-31 50.921735 31.812070 67.415253
34 2025-11-30 51.177145 32.331232 69.906077
Forecast for Africa and Product 704:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.481227 34.454995 79.118926
31 2025-08-31 57.276041 36.708398 79.365243
32 2025-09-30 58.045216 35.992891 79.506270
33 2025-10-31 58.840030 36.842791 79.855046
34 2025-11-30 59.609204 38.681967 82.524651
13:56:18 - cmdstanpy - INFO - Chain [1] start processing 13:56:18 - cmdstanpy - INFO - Chain [1] done processing 13:56:18 - cmdstanpy - INFO - Chain [1] start processing 13:56:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 705:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.086567 18.925426 57.383389
31 2025-08-31 37.893155 19.735498 57.626947
32 2025-09-30 37.705983 18.415772 56.965159
33 2025-10-31 37.512572 18.443633 56.146949
34 2025-11-30 37.325400 18.929850 56.150948
Forecast for Africa and Product 706:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.322322 23.527081 55.009566
31 2025-08-31 39.451661 22.925671 55.651158
32 2025-09-30 39.576828 22.358740 54.783688
33 2025-10-31 39.706167 23.295623 54.612380
34 2025-11-30 39.831333 23.981692 54.151010
13:56:18 - cmdstanpy - INFO - Chain [1] start processing 13:56:18 - cmdstanpy - INFO - Chain [1] done processing 13:56:18 - cmdstanpy - INFO - Chain [1] start processing 13:56:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 707:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.785501 17.654511 60.152598
31 2025-08-31 39.682146 18.119509 60.851729
32 2025-09-30 39.582125 19.614100 59.395942
33 2025-10-31 39.478770 19.520943 60.515884
34 2025-11-30 39.378749 18.543489 59.101211
Forecast for Africa and Product 708:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.866832 33.864971 68.376866
31 2025-08-31 51.468910 34.769932 69.073287
32 2025-09-30 52.051566 36.490334 68.086922
33 2025-10-31 52.653644 36.864746 69.272656
34 2025-11-30 53.236300 36.832203 69.523152
13:56:18 - cmdstanpy - INFO - Chain [1] start processing 13:56:18 - cmdstanpy - INFO - Chain [1] done processing 13:56:19 - cmdstanpy - INFO - Chain [1] start processing 13:56:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 709:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.988958 13.611331 49.143044
31 2025-08-31 30.521277 12.668885 48.894431
32 2025-09-30 30.068682 11.664760 46.543480
33 2025-10-31 29.601001 11.171962 46.526818
34 2025-11-30 29.148406 11.445142 46.755264
Forecast for Africa and Product 710:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.760715 21.351663 64.539816
31 2025-08-31 43.393819 20.188065 65.201263
32 2025-09-30 43.038759 20.258908 66.583396
33 2025-10-31 42.671864 18.393601 66.394460
34 2025-11-30 42.316803 19.500694 65.112263
13:56:19 - cmdstanpy - INFO - Chain [1] start processing 13:56:19 - cmdstanpy - INFO - Chain [1] done processing 13:56:19 - cmdstanpy - INFO - Chain [1] start processing 13:56:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 711:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.552546 19.718803 49.979911
31 2025-08-31 35.503205 19.296998 50.089882
32 2025-09-30 35.455455 19.987629 51.201343
33 2025-10-31 35.406114 19.152796 50.302987
34 2025-11-30 35.358365 20.192113 51.586696
Forecast for Africa and Product 712:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.509967 26.281468 63.597048
31 2025-08-31 45.746389 27.102425 63.930201
32 2025-09-30 45.975184 27.187974 64.774662
33 2025-10-31 46.211607 26.505065 64.789569
34 2025-11-30 46.440402 27.247396 65.060076
13:56:19 - cmdstanpy - INFO - Chain [1] start processing 13:56:19 - cmdstanpy - INFO - Chain [1] done processing 13:56:19 - cmdstanpy - INFO - Chain [1] start processing 13:56:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 713:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.230746 18.460021 55.780574
31 2025-08-31 37.201968 17.695726 56.361689
32 2025-09-30 37.174119 18.841962 58.531155
33 2025-10-31 37.145341 18.017505 57.023685
34 2025-11-30 37.117492 18.015383 56.920599
Forecast for Africa and Product 714:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.141122 15.443854 56.060547
31 2025-08-31 34.612420 15.520727 53.812189
32 2025-09-30 34.100773 14.620943 54.385890
33 2025-10-31 33.572072 13.183042 52.917250
34 2025-11-30 33.060425 14.568620 52.337286
13:56:19 - cmdstanpy - INFO - Chain [1] start processing 13:56:20 - cmdstanpy - INFO - Chain [1] done processing 13:56:20 - cmdstanpy - INFO - Chain [1] start processing 13:56:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 715:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.888324 38.197008 69.378975
31 2025-08-31 53.502329 37.765201 69.181887
32 2025-09-30 54.096527 38.659644 69.534313
33 2025-10-31 54.710531 39.017546 71.286919
34 2025-11-30 55.304729 39.842316 70.662819
Forecast for Africa and Product 716:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.594914 21.189528 57.867629
31 2025-08-31 39.418066 22.061742 56.078816
32 2025-09-30 39.246923 22.425896 56.171875
33 2025-10-31 39.070075 20.357818 55.115925
34 2025-11-30 38.898932 22.637409 57.464097
13:56:20 - cmdstanpy - INFO - Chain [1] start processing 13:56:20 - cmdstanpy - INFO - Chain [1] done processing 13:56:20 - cmdstanpy - INFO - Chain [1] start processing 13:56:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 717:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.418584 7.830157 47.112872
31 2025-08-31 25.899368 5.498302 44.018611
32 2025-09-30 25.396901 6.165781 44.372649
33 2025-10-31 24.877685 5.709388 45.951574
34 2025-11-30 24.375217 4.982110 44.338788
Forecast for Africa and Product 718:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.429454 24.711360 60.552186
31 2025-08-31 41.755597 25.004602 60.688838
32 2025-09-30 42.071218 25.154419 58.640935
33 2025-10-31 42.397360 25.978407 59.709815
34 2025-11-30 42.712982 24.111293 60.559246
13:56:20 - cmdstanpy - INFO - Chain [1] start processing 13:56:20 - cmdstanpy - INFO - Chain [1] done processing 13:56:20 - cmdstanpy - INFO - Chain [1] start processing 13:56:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 719:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.168252 19.108712 66.122673
31 2025-08-31 43.126465 19.971647 67.541207
32 2025-09-30 43.086027 20.077793 66.465452
33 2025-10-31 43.044240 18.271094 66.068218
34 2025-11-30 43.003801 21.305309 66.132081
Forecast for Africa and Product 720:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.828496 5.023318 39.131850
31 2025-08-31 20.982864 4.791982 37.600693
32 2025-09-30 20.164511 3.839422 36.292208
33 2025-10-31 19.318880 3.468165 34.507225
34 2025-11-30 18.500527 2.916569 35.017351
13:56:21 - cmdstanpy - INFO - Chain [1] start processing 13:56:21 - cmdstanpy - INFO - Chain [1] done processing 13:56:21 - cmdstanpy - INFO - Chain [1] start processing 13:56:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 721:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.606875 27.160348 59.866324
31 2025-08-31 43.906038 27.481995 59.963461
32 2025-09-30 44.195550 26.912465 60.963190
33 2025-10-31 44.494713 28.672963 59.281721
34 2025-11-30 44.784226 28.154847 60.849642
Forecast for Africa and Product 722:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.744241 23.874493 57.006266
31 2025-08-31 40.886916 24.234973 57.204991
32 2025-09-30 41.024989 24.524935 58.117649
33 2025-10-31 41.167664 25.512796 57.069925
34 2025-11-30 41.305737 24.797376 58.415483
13:56:21 - cmdstanpy - INFO - Chain [1] start processing 13:56:21 - cmdstanpy - INFO - Chain [1] done processing 13:56:21 - cmdstanpy - INFO - Chain [1] start processing 13:56:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 723:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.931328 18.391999 57.949751
31 2025-08-31 39.072570 19.450520 59.005907
32 2025-09-30 39.209255 20.484285 59.076506
33 2025-10-31 39.350497 18.839616 59.172970
34 2025-11-30 39.487183 18.622655 60.125541
Forecast for Africa and Product 724:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.103130 3.541625 51.244821
31 2025-08-31 27.281368 4.481625 50.585936
32 2025-09-30 26.486115 2.518573 49.543706
33 2025-10-31 25.664353 3.871266 49.644031
34 2025-11-30 24.869100 2.058240 48.874112
13:56:21 - cmdstanpy - INFO - Chain [1] start processing 13:56:21 - cmdstanpy - INFO - Chain [1] done processing 13:56:21 - cmdstanpy - INFO - Chain [1] start processing 13:56:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 725:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.254994 24.269411 61.916313
31 2025-08-31 43.827971 25.570321 62.526046
32 2025-09-30 44.382465 26.725654 63.760006
33 2025-10-31 44.955441 26.749113 62.239762
34 2025-11-30 45.509935 27.180103 63.581582
Forecast for Africa and Product 726:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.748020 35.376320 66.090857
31 2025-08-31 51.172714 35.262515 66.168382
32 2025-09-30 51.583707 36.291945 67.131388
33 2025-10-31 52.008400 35.441355 67.001014
34 2025-11-30 52.419393 36.566764 68.711527
13:56:22 - cmdstanpy - INFO - Chain [1] start processing 13:56:22 - cmdstanpy - INFO - Chain [1] done processing 13:56:22 - cmdstanpy - INFO - Chain [1] start processing 13:56:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 727:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.078335 5.777500 32.300243
31 2025-08-31 18.287887 4.703214 31.631125
32 2025-09-30 17.522937 4.177431 30.805297
33 2025-10-31 16.732489 3.682104 29.640446
34 2025-11-30 15.967539 2.417402 28.070450
Forecast for Africa and Product 728:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.691880 12.042236 53.636031
31 2025-08-31 32.407554 11.623493 54.607763
32 2025-09-30 32.132401 9.937924 52.085484
33 2025-10-31 31.848075 11.140015 51.843896
34 2025-11-30 31.572922 10.126290 52.414320
13:56:22 - cmdstanpy - INFO - Chain [1] start processing 13:56:22 - cmdstanpy - INFO - Chain [1] done processing 13:56:22 - cmdstanpy - INFO - Chain [1] start processing 13:56:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 729:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.382555 22.689458 57.876016
31 2025-08-31 40.573185 22.393356 59.699134
32 2025-09-30 40.757665 22.997727 59.169696
33 2025-10-31 40.948294 23.526646 59.608986
34 2025-11-30 41.132775 22.780232 58.744884
Forecast for Africa and Product 730:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.491612 15.450144 60.156064
31 2025-08-31 37.189867 12.484549 59.055478
32 2025-09-30 36.897855 14.845569 58.936250
33 2025-10-31 36.596109 15.196997 60.228974
34 2025-11-30 36.304097 14.171871 61.179108
13:56:22 - cmdstanpy - INFO - Chain [1] start processing 13:56:23 - cmdstanpy - INFO - Chain [1] done processing 13:56:23 - cmdstanpy - INFO - Chain [1] start processing 13:56:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 731:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.903822 9.974669 49.816210
31 2025-08-31 29.346394 8.333750 50.091793
32 2025-09-30 28.806947 8.903314 49.323387
33 2025-10-31 28.249519 8.740660 50.703694
34 2025-11-30 27.710073 6.395009 48.397181
Forecast for Africa and Product 732:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.066601 23.574952 52.878081
31 2025-08-31 37.942707 22.849423 52.235644
32 2025-09-30 37.822810 21.956309 52.363950
33 2025-10-31 37.698916 22.690049 52.330892
34 2025-11-30 37.579019 23.062163 52.236061
13:56:23 - cmdstanpy - INFO - Chain [1] start processing 13:56:23 - cmdstanpy - INFO - Chain [1] done processing 13:56:23 - cmdstanpy - INFO - Chain [1] start processing 13:56:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 733:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.988004 11.995042 51.932323
31 2025-08-31 31.657844 10.612900 52.528319
32 2025-09-30 31.338334 10.570142 51.131771
33 2025-10-31 31.008174 11.572111 50.527593
34 2025-11-30 30.688664 8.762579 49.781800
Forecast for Africa and Product 734:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.055863 8.486976 46.630797
31 2025-08-31 27.501909 7.827598 46.810660
32 2025-09-30 26.965824 7.962689 46.612952
33 2025-10-31 26.411869 6.286448 45.949726
34 2025-11-30 25.875784 5.920214 46.658258
13:56:23 - cmdstanpy - INFO - Chain [1] start processing 13:56:23 - cmdstanpy - INFO - Chain [1] done processing 13:56:23 - cmdstanpy - INFO - Chain [1] start processing 13:56:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 735:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.678049 33.359560 79.233601
31 2025-08-31 57.631321 34.221853 81.404644
32 2025-09-30 58.553843 36.158234 82.043748
33 2025-10-31 59.507115 36.836345 83.641154
34 2025-11-30 60.429637 36.994411 83.284122
Forecast for Africa and Product 736:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.028382 24.976307 53.290314
31 2025-08-31 40.078711 25.909204 55.028081
32 2025-09-30 40.127417 24.984582 55.127156
33 2025-10-31 40.177746 25.617519 55.307515
34 2025-11-30 40.226452 25.754483 55.555325
13:56:23 - cmdstanpy - INFO - Chain [1] start processing 13:56:24 - cmdstanpy - INFO - Chain [1] done processing 13:56:24 - cmdstanpy - INFO - Chain [1] start processing 13:56:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 737:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.184726 29.501655 72.842103
31 2025-08-31 50.915209 32.544883 71.796344
32 2025-09-30 51.622128 31.010649 70.502560
33 2025-10-31 52.352611 33.415917 72.808838
34 2025-11-30 53.059530 33.092430 73.184914
Forecast for Africa and Product 738:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.161736 24.586030 58.833719
31 2025-08-31 42.165740 23.721587 59.145299
32 2025-09-30 42.169616 24.591054 60.876781
33 2025-10-31 42.173621 24.292175 59.568941
34 2025-11-30 42.177497 25.043963 59.371702
13:56:24 - cmdstanpy - INFO - Chain [1] start processing 13:56:24 - cmdstanpy - INFO - Chain [1] done processing 13:56:24 - cmdstanpy - INFO - Chain [1] start processing 13:56:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 739:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.058038 21.185431 63.529839
31 2025-08-31 44.122320 23.722873 66.597619
32 2025-09-30 44.184528 22.974062 65.437677
33 2025-10-31 44.248809 23.320304 64.861363
34 2025-11-30 44.311018 23.758715 66.597803
Forecast for Africa and Product 740:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.956875 19.099446 56.179190
31 2025-08-31 37.794974 18.632149 55.972211
32 2025-09-30 37.638296 19.281307 56.391695
33 2025-10-31 37.476394 19.140193 57.271448
34 2025-11-30 37.319716 19.930100 55.224298
13:56:24 - cmdstanpy - INFO - Chain [1] start processing 13:56:24 - cmdstanpy - INFO - Chain [1] done processing 13:56:24 - cmdstanpy - INFO - Chain [1] start processing 13:56:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 741:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.999375 12.966459 46.605726
31 2025-08-31 29.690863 12.620620 45.924382
32 2025-09-30 29.392303 12.750262 45.903179
33 2025-10-31 29.083791 11.241373 47.081254
34 2025-11-30 28.785231 12.854354 46.272059
Forecast for Africa and Product 742:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.261485 26.072734 61.134738
31 2025-08-31 44.461890 24.900190 62.210680
32 2025-09-30 44.655831 28.447366 62.470194
33 2025-10-31 44.856236 26.057698 63.291116
34 2025-11-30 45.050177 28.433947 62.675356
13:56:25 - cmdstanpy - INFO - Chain [1] start processing 13:56:25 - cmdstanpy - INFO - Chain [1] done processing 13:56:25 - cmdstanpy - INFO - Chain [1] start processing 13:56:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 743:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.985952 23.561434 57.877593
31 2025-08-31 39.921986 21.189069 58.734535
32 2025-09-30 39.860083 21.475584 57.862546
33 2025-10-31 39.796117 21.935519 58.749002
34 2025-11-30 39.734215 21.486620 56.670236
Forecast for Africa and Product 744:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.757201 12.636887 41.094850
31 2025-08-31 26.204945 12.482879 40.161882
32 2025-09-30 25.670504 12.284693 39.132255
33 2025-10-31 25.118249 12.290092 39.336489
34 2025-11-30 24.583808 9.707471 39.130961
13:56:25 - cmdstanpy - INFO - Chain [1] start processing 13:56:25 - cmdstanpy - INFO - Chain [1] done processing 13:56:25 - cmdstanpy - INFO - Chain [1] start processing 13:56:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 745:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.176888 15.679383 44.935402
31 2025-08-31 29.655204 14.308546 45.656937
32 2025-09-30 29.150348 13.926865 43.585695
33 2025-10-31 28.628664 13.722571 43.144161
34 2025-11-30 28.123808 13.875116 43.210022
Forecast for Africa and Product 746:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.074977 17.159336 50.895197
31 2025-08-31 32.743833 16.673481 50.034468
32 2025-09-30 32.423371 15.129674 50.241772
33 2025-10-31 32.092227 14.232064 49.613743
34 2025-11-30 31.771765 14.058815 48.752894
13:56:25 - cmdstanpy - INFO - Chain [1] start processing 13:56:25 - cmdstanpy - INFO - Chain [1] done processing 13:56:25 - cmdstanpy - INFO - Chain [1] start processing 13:56:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 747:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.647069 41.193250 72.231185
31 2025-08-31 57.846812 42.667244 73.670285
32 2025-09-30 59.007852 44.526776 76.056791
33 2025-10-31 60.207595 44.670948 75.237983
34 2025-11-30 61.368636 46.115966 77.756943
Forecast for Africa and Product 748:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.014710 22.123886 46.564116
31 2025-08-31 33.967288 21.728474 46.999532
32 2025-09-30 33.921396 20.785419 45.936170
33 2025-10-31 33.873974 21.792112 46.600950
34 2025-11-30 33.828082 21.652610 45.887967
13:56:26 - cmdstanpy - INFO - Chain [1] start processing 13:56:26 - cmdstanpy - INFO - Chain [1] done processing 13:56:26 - cmdstanpy - INFO - Chain [1] start processing 13:56:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 749:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.170895 33.214571 76.023966
31 2025-08-31 54.622972 33.546148 77.554473
32 2025-09-30 55.060466 32.039650 75.498042
33 2025-10-31 55.512543 32.699891 78.189433
34 2025-11-30 55.950038 34.627255 76.254681
Forecast for Africa and Product 750:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.767734 17.115139 69.209152
31 2025-08-31 42.649758 16.314728 67.276773
32 2025-09-30 42.535588 18.029855 67.720800
33 2025-10-31 42.417613 17.826132 68.345817
34 2025-11-30 42.303443 15.703154 69.254508
13:56:26 - cmdstanpy - INFO - Chain [1] start processing 13:56:26 - cmdstanpy - INFO - Chain [1] done processing 13:56:26 - cmdstanpy - INFO - Chain [1] start processing 13:56:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 751:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.980556 25.430575 63.333659
31 2025-08-31 43.367605 24.375767 60.790770
32 2025-09-30 43.742168 25.098106 61.765302
33 2025-10-31 44.129217 26.074990 62.088613
34 2025-11-30 44.503780 26.863448 63.841174
Forecast for Africa and Product 752:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.750776 13.010952 47.332903
31 2025-08-31 29.340308 13.379461 46.120756
32 2025-09-30 28.943080 12.349646 44.897552
33 2025-10-31 28.532612 11.623021 45.551802
34 2025-11-30 28.135384 12.276212 44.703986
13:56:26 - cmdstanpy - INFO - Chain [1] start processing 13:56:26 - cmdstanpy - INFO - Chain [1] done processing 13:56:26 - cmdstanpy - INFO - Chain [1] start processing 13:56:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 753:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.223467 24.939413 56.200723
31 2025-08-31 40.108890 24.663111 56.567358
32 2025-09-30 39.998010 23.842122 57.078389
33 2025-10-31 39.883433 24.213107 56.576767
34 2025-11-30 39.772553 22.281774 55.502135
Forecast for Africa and Product 754:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.546401 21.675626 48.388276
31 2025-08-31 35.463817 21.975498 50.173987
32 2025-09-30 35.383897 22.600373 48.820520
33 2025-10-31 35.301313 21.306928 50.155102
34 2025-11-30 35.221393 21.941537 48.510098
13:56:27 - cmdstanpy - INFO - Chain [1] start processing 13:56:27 - cmdstanpy - INFO - Chain [1] done processing 13:56:27 - cmdstanpy - INFO - Chain [1] start processing 13:56:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 755:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.490908 6.350446 51.046009
31 2025-08-31 28.097985 6.724467 48.690056
32 2025-09-30 27.717736 5.505125 48.919155
33 2025-10-31 27.324812 4.146243 48.818756
34 2025-11-30 26.944563 5.603581 47.986087
Forecast for Africa and Product 756:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.142845 13.989586 57.722512
31 2025-08-31 35.933943 13.305765 59.371756
32 2025-09-30 35.731781 12.399702 57.433559
33 2025-10-31 35.522879 11.756387 57.328283
34 2025-11-30 35.320716 13.341837 57.159828
13:56:27 - cmdstanpy - INFO - Chain [1] start processing 13:56:27 - cmdstanpy - INFO - Chain [1] done processing 13:56:27 - cmdstanpy - INFO - Chain [1] start processing 13:56:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 757:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.115717 17.329232 61.712799
31 2025-08-31 39.963648 18.311067 61.828518
32 2025-09-30 39.816485 17.220972 62.801348
33 2025-10-31 39.664416 18.221038 61.077605
34 2025-11-30 39.517253 16.820084 60.766857
Forecast for Africa and Product 758:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.341166 -0.869833 37.978787
31 2025-08-31 17.050018 -0.951160 35.964761
32 2025-09-30 15.800519 -3.731382 34.117118
33 2025-10-31 14.509371 -3.567228 33.476741
34 2025-11-30 13.259873 -5.784754 31.745408
13:56:27 - cmdstanpy - INFO - Chain [1] start processing 13:56:27 - cmdstanpy - INFO - Chain [1] done processing 13:56:28 - cmdstanpy - INFO - Chain [1] start processing 13:56:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 759:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.721530 18.420319 57.755320
31 2025-08-31 37.550673 17.578782 58.149949
32 2025-09-30 37.385328 18.379661 58.485610
33 2025-10-31 37.214471 17.663115 56.564468
34 2025-11-30 37.049126 16.505136 59.242715
Forecast for Africa and Product 760:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.037150 34.087998 75.746859
31 2025-08-31 55.458758 35.300909 77.235523
32 2025-09-30 55.866767 34.159309 75.399963
33 2025-10-31 56.288375 35.648159 76.476198
34 2025-11-30 56.696384 37.412728 77.480313
13:56:28 - cmdstanpy - INFO - Chain [1] start processing 13:56:28 - cmdstanpy - INFO - Chain [1] done processing 13:56:28 - cmdstanpy - INFO - Chain [1] start processing 13:56:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 761:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.472793 14.505295 51.410661
31 2025-08-31 32.046976 12.884633 50.195525
32 2025-09-30 31.634895 12.543186 49.745967
33 2025-10-31 31.209079 11.359616 51.829755
34 2025-11-30 30.796998 11.794850 48.791849
Forecast for Africa and Product 762:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.737743 5.477180 47.459331
31 2025-08-31 25.982817 5.373796 46.874578
32 2025-09-30 25.252244 3.205656 45.707840
33 2025-10-31 24.497319 4.119339 43.998351
34 2025-11-30 23.766746 2.592818 44.895300
13:56:28 - cmdstanpy - INFO - Chain [1] start processing 13:56:28 - cmdstanpy - INFO - Chain [1] done processing 13:56:28 - cmdstanpy - INFO - Chain [1] start processing 13:56:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 763:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.979066 6.370534 47.633449
31 2025-08-31 25.242373 5.114511 47.947295
32 2025-09-30 24.529445 1.525467 46.202037
33 2025-10-31 23.792753 2.586980 44.733604
34 2025-11-30 23.079825 1.164690 43.455154
Forecast for Africa and Product 764:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.377618 10.269679 48.928239
31 2025-08-31 30.183795 10.943846 49.343764
32 2025-09-30 29.996224 10.748118 48.716805
33 2025-10-31 29.802401 10.643870 48.006067
34 2025-11-30 29.614830 10.730558 47.606756
13:56:28 - cmdstanpy - INFO - Chain [1] start processing 13:56:28 - cmdstanpy - INFO - Chain [1] done processing 13:56:29 - cmdstanpy - INFO - Chain [1] start processing 13:56:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 765:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.881051 12.602587 48.197345
31 2025-08-31 30.429614 14.575995 47.684161
32 2025-09-30 29.992739 12.581789 48.045605
33 2025-10-31 29.541302 13.112000 47.738022
34 2025-11-30 29.104427 11.368903 46.582955
Forecast for Africa and Product 766:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.936465 17.727774 60.493749
31 2025-08-31 39.715534 17.624611 59.758247
32 2025-09-30 39.501729 19.898774 59.939578
33 2025-10-31 39.280798 19.446719 60.824816
34 2025-11-30 39.066994 18.515347 60.118367
13:56:29 - cmdstanpy - INFO - Chain [1] start processing 13:56:29 - cmdstanpy - INFO - Chain [1] done processing 13:56:29 - cmdstanpy - INFO - Chain [1] start processing 13:56:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 767:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.417970 11.147130 44.735089
31 2025-08-31 26.944320 9.928800 44.353687
32 2025-09-30 26.485948 9.024771 44.097321
33 2025-10-31 26.012298 8.535105 42.823420
34 2025-11-30 25.553927 8.623582 41.733661
13:56:29 - cmdstanpy - INFO - Chain [1] start processing 13:56:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 768:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.384849 14.274008 43.449097
31 2025-08-31 28.835529 15.125160 41.811628
32 2025-09-30 28.303929 13.618788 41.892734
33 2025-10-31 27.754609 12.256319 41.373548
34 2025-11-30 27.223009 12.973361 42.802570
Forecast for Africa and Product 769:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.865510 11.880221 45.073555
31 2025-08-31 27.109223 10.590814 43.822230
32 2025-09-30 26.377333 9.803741 41.462199
33 2025-10-31 25.621046 10.410118 43.384406
34 2025-11-30 24.889156 9.684871 40.536859
13:56:29 - cmdstanpy - INFO - Chain [1] start processing 13:56:29 - cmdstanpy - INFO - Chain [1] done processing 13:56:30 - cmdstanpy - INFO - Chain [1] start processing 13:56:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 770:
ds yhat yhat_lower yhat_upper
29 2025-07-31 48.537732 25.370064 71.690414
30 2025-08-31 48.948619 25.919700 72.353925
31 2025-09-30 49.346252 26.307608 75.290999
32 2025-10-31 49.757139 26.136225 74.685025
33 2025-11-30 50.154772 27.324920 72.714063
Forecast for Africa and Product 771:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.772973 30.303579 67.955475
31 2025-08-31 49.365187 31.353311 68.084934
32 2025-09-30 49.938297 31.006784 69.992847
33 2025-10-31 50.530511 31.161287 68.486091
34 2025-11-30 51.103622 31.498464 68.285441
13:56:30 - cmdstanpy - INFO - Chain [1] start processing 13:56:30 - cmdstanpy - INFO - Chain [1] done processing 13:56:30 - cmdstanpy - INFO - Chain [1] start processing 13:56:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 772:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.272884 8.148645 50.505259
31 2025-08-31 28.784292 7.658267 50.284855
32 2025-09-30 28.311462 7.310578 47.515719
33 2025-10-31 27.822871 5.924018 48.540215
34 2025-11-30 27.350040 5.719927 48.237766
Forecast for Africa and Product 773:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.135932 20.036702 68.938893
31 2025-08-31 44.854527 19.519774 67.141729
32 2025-09-30 44.582200 20.822140 68.740357
33 2025-10-31 44.300795 22.131217 67.423778
34 2025-11-30 44.028468 20.512825 66.254151
13:56:30 - cmdstanpy - INFO - Chain [1] start processing 13:56:30 - cmdstanpy - INFO - Chain [1] done processing 13:56:30 - cmdstanpy - INFO - Chain [1] start processing 13:56:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 774:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.539817 29.073827 56.897851
31 2025-08-31 43.766911 30.727521 57.090033
32 2025-09-30 43.986680 30.241920 57.346025
33 2025-10-31 44.213775 31.795846 58.274611
34 2025-11-30 44.433544 31.192205 57.841933
Forecast for Africa and Product 775:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.918768 27.891662 62.764994
31 2025-08-31 46.184873 30.129342 64.061409
32 2025-09-30 46.442393 28.703716 63.899178
33 2025-10-31 46.708498 29.272969 64.154087
34 2025-11-30 46.966019 29.587592 64.597200
13:56:30 - cmdstanpy - INFO - Chain [1] start processing 13:56:30 - cmdstanpy - INFO - Chain [1] done processing 13:56:31 - cmdstanpy - INFO - Chain [1] start processing 13:56:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 776:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.528629 22.900396 62.803214
31 2025-08-31 43.811166 24.428426 63.321294
32 2025-09-30 44.084588 25.597053 62.771478
33 2025-10-31 44.367125 25.222753 64.313715
34 2025-11-30 44.640548 24.928846 64.325272
Forecast for Africa and Product 777:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.511352 20.532386 63.902331
31 2025-08-31 42.674006 20.574548 65.163268
32 2025-09-30 42.831414 22.650862 64.162708
33 2025-10-31 42.994068 21.528137 65.091557
34 2025-11-30 43.151475 21.490255 64.373453
13:56:31 - cmdstanpy - INFO - Chain [1] start processing 13:56:31 - cmdstanpy - INFO - Chain [1] done processing 13:56:31 - cmdstanpy - INFO - Chain [1] start processing 13:56:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 778:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.880801 15.187272 54.239559
31 2025-08-31 34.612596 16.305200 53.189626
32 2025-09-30 34.353042 15.702356 52.874572
33 2025-10-31 34.084836 16.743679 52.136329
34 2025-11-30 33.825283 14.971675 51.852682
Forecast for Africa and Product 779:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.198875 16.897051 63.869665
31 2025-08-31 38.094574 15.251543 62.847544
32 2025-09-30 37.993637 15.134452 61.020147
33 2025-10-31 37.889336 15.559737 62.701893
34 2025-11-30 37.788399 14.997987 60.223374
13:56:31 - cmdstanpy - INFO - Chain [1] start processing 13:56:31 - cmdstanpy - INFO - Chain [1] done processing 13:56:31 - cmdstanpy - INFO - Chain [1] start processing 13:56:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 780:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.379475 3.866169 50.512845
31 2025-08-31 26.665180 3.313180 47.852500
32 2025-09-30 25.973926 4.423314 48.907732
33 2025-10-31 25.259631 2.124887 47.638635
34 2025-11-30 24.568378 1.515937 47.604187
Forecast for Africa and Product 781:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.197474 34.508174 74.406303
31 2025-08-31 55.113905 37.142584 74.864999
32 2025-09-30 56.000774 34.980540 74.669341
33 2025-10-31 56.917206 38.233812 75.411226
34 2025-11-30 57.804075 37.615456 76.393394
13:56:32 - cmdstanpy - INFO - Chain [1] start processing 13:56:32 - cmdstanpy - INFO - Chain [1] done processing 13:56:32 - cmdstanpy - INFO - Chain [1] start processing 13:56:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 782:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.849798 31.549748 70.487532
31 2025-08-31 51.253710 32.087736 69.901228
32 2025-09-30 51.644593 31.761752 71.437569
33 2025-10-31 52.048505 32.597929 72.991379
34 2025-11-30 52.439387 32.290616 71.808915
Forecast for Africa and Product 783:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.013131 33.662618 67.208205
31 2025-08-31 50.557904 34.200982 67.376123
32 2025-09-30 51.085103 35.091251 68.773326
33 2025-10-31 51.629876 35.859656 67.358524
34 2025-11-30 52.157075 34.629435 68.905564
13:56:32 - cmdstanpy - INFO - Chain [1] start processing 13:56:32 - cmdstanpy - INFO - Chain [1] done processing 13:56:32 - cmdstanpy - INFO - Chain [1] start processing 13:56:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 784:
ds yhat yhat_lower yhat_upper
30 2025-07-31 17.078525 -2.439358 36.317206
31 2025-08-31 15.866464 -6.101779 34.830224
32 2025-09-30 14.693502 -5.498615 36.113867
33 2025-10-31 13.481441 -5.552168 33.944345
34 2025-11-30 12.308478 -7.389693 30.897627
Forecast for Africa and Product 785:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.557952 20.390876 59.920759
31 2025-08-31 39.374384 19.567865 60.329209
32 2025-09-30 39.196737 19.171310 61.010542
33 2025-10-31 39.013169 19.605411 58.847141
34 2025-11-30 38.835523 19.679141 59.990618
13:56:32 - cmdstanpy - INFO - Chain [1] start processing 13:56:32 - cmdstanpy - INFO - Chain [1] done processing 13:56:32 - cmdstanpy - INFO - Chain [1] start processing 13:56:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 786:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.743071 21.961084 73.754960
31 2025-08-31 46.841120 19.282981 71.647110
32 2025-09-30 46.936007 22.345826 70.218677
33 2025-10-31 47.034056 21.210561 73.151157
34 2025-11-30 47.128942 22.407701 72.652755
Forecast for Africa and Product 787:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.056802 17.896885 50.146375
31 2025-08-31 33.482304 17.224271 49.756489
32 2025-09-30 32.926337 17.525351 48.787097
33 2025-10-31 32.351839 15.354896 48.314845
34 2025-11-30 31.795873 16.337439 48.198807
13:56:33 - cmdstanpy - INFO - Chain [1] start processing 13:56:33 - cmdstanpy - INFO - Chain [1] done processing 13:56:33 - cmdstanpy - INFO - Chain [1] start processing 13:56:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 788:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.242299 19.919092 60.428000
31 2025-08-31 40.368231 20.022855 60.068750
32 2025-09-30 40.490100 19.960819 59.995606
33 2025-10-31 40.616032 19.121831 61.267318
34 2025-11-30 40.737902 18.688683 60.810570
Forecast for Africa and Product 789:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.350964 20.586920 62.415138
31 2025-08-31 41.312464 18.279606 62.107063
32 2025-09-30 41.275207 18.417209 61.827564
33 2025-10-31 41.236707 18.980613 62.177213
34 2025-11-30 41.199449 19.484540 62.648842
13:56:33 - cmdstanpy - INFO - Chain [1] start processing 13:56:33 - cmdstanpy - INFO - Chain [1] done processing 13:56:33 - cmdstanpy - INFO - Chain [1] start processing 13:56:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 790:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.576110 3.518171 45.764531
31 2025-08-31 23.736965 2.702669 46.417724
32 2025-09-30 22.924890 1.376066 44.421458
33 2025-10-31 22.085745 -0.849680 42.237329
34 2025-11-30 21.273670 2.729894 43.256300
Forecast for Africa and Product 791:
ds yhat yhat_lower yhat_upper
30 2025-07-31 61.042160 46.997268 76.620485
31 2025-08-31 62.221241 48.740000 76.695934
32 2025-09-30 63.362288 48.988645 78.035257
33 2025-10-31 64.541370 50.589728 79.585023
34 2025-11-30 65.682417 51.630159 80.069185
13:56:33 - cmdstanpy - INFO - Chain [1] start processing 13:56:33 - cmdstanpy - INFO - Chain [1] done processing 13:56:33 - cmdstanpy - INFO - Chain [1] start processing 13:56:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 792:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.318749 6.003415 42.811432
31 2025-08-31 23.878729 6.129797 41.543142
32 2025-09-30 23.452903 5.392327 40.016768
33 2025-10-31 23.012883 5.310763 41.781121
34 2025-11-30 22.587057 4.961912 40.560934
Forecast for Africa and Product 793:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.180472 22.767086 66.747504
31 2025-08-31 44.315239 21.767582 64.664321
32 2025-09-30 44.445659 22.885571 65.407816
33 2025-10-31 44.580426 22.610713 65.732141
34 2025-11-30 44.710846 22.612659 65.074706
13:56:34 - cmdstanpy - INFO - Chain [1] start processing 13:56:34 - cmdstanpy - INFO - Chain [1] done processing 13:56:34 - cmdstanpy - INFO - Chain [1] start processing 13:56:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 794:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.237926 11.288300 64.258118
31 2025-08-31 37.055201 8.479446 65.023286
32 2025-09-30 36.878370 10.516969 62.013877
33 2025-10-31 36.695644 10.769258 64.880434
34 2025-11-30 36.518814 10.522592 64.491514
Forecast for Africa and Product 795:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.087086 32.779491 78.338935
31 2025-08-31 55.937752 32.799760 77.584475
32 2025-09-30 56.760977 35.137973 78.667132
33 2025-10-31 57.611643 35.804361 80.370110
34 2025-11-30 58.434868 35.398948 79.863582
13:56:34 - cmdstanpy - INFO - Chain [1] start processing 13:56:34 - cmdstanpy - INFO - Chain [1] done processing 13:56:34 - cmdstanpy - INFO - Chain [1] start processing 13:56:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 796:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.094144 16.383743 50.097678
31 2025-08-31 32.708620 14.774624 50.190912
32 2025-09-30 32.335532 15.237287 48.589535
33 2025-10-31 31.950007 15.842405 48.943494
34 2025-11-30 31.576919 15.099337 49.059577
Forecast for Africa and Product 797:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.426941 13.641982 63.161191
31 2025-08-31 37.314902 13.128555 62.845829
32 2025-09-30 37.206477 13.460928 60.789789
33 2025-10-31 37.094439 12.267206 62.003025
34 2025-11-30 36.986014 10.760190 59.969704
13:56:34 - cmdstanpy - INFO - Chain [1] start processing 13:56:34 - cmdstanpy - INFO - Chain [1] done processing 13:56:34 - cmdstanpy - INFO - Chain [1] start processing 13:56:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 798:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.893232 9.424994 47.795006
31 2025-08-31 28.454255 10.712798 48.872508
32 2025-09-30 28.029439 9.081791 44.640560
33 2025-10-31 27.590462 8.819653 45.745484
34 2025-11-30 27.165645 8.973354 44.418191
Forecast for Africa and Product 799:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.198542 29.133770 70.632019
31 2025-08-31 49.518332 27.016062 70.899754
32 2025-09-30 49.827806 26.903926 70.836564
33 2025-10-31 50.147596 29.082654 71.572262
34 2025-11-30 50.457070 29.379421 70.995243
13:56:35 - cmdstanpy - INFO - Chain [1] start processing 13:56:35 - cmdstanpy - INFO - Chain [1] done processing 13:56:35 - cmdstanpy - INFO - Chain [1] start processing 13:56:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 800:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.918453 33.986790 71.451884
31 2025-08-31 53.312639 35.562197 71.321099
32 2025-09-30 53.694110 35.823799 71.918066
33 2025-10-31 54.088296 34.878461 71.790234
34 2025-11-30 54.469767 36.782040 72.052135
Forecast for Africa and Product 801:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.830074 41.697115 76.444593
31 2025-08-31 59.589396 42.438547 76.842641
32 2025-09-30 60.324224 42.471547 77.535507
33 2025-10-31 61.083546 43.080584 77.487075
34 2025-11-30 61.818374 44.699427 78.888328
13:56:35 - cmdstanpy - INFO - Chain [1] start processing 13:56:35 - cmdstanpy - INFO - Chain [1] done processing 13:56:35 - cmdstanpy - INFO - Chain [1] start processing 13:56:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 802:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.250364 18.678023 50.299647
31 2025-08-31 33.767997 17.276309 49.596587
32 2025-09-30 33.301189 17.087412 49.413996
33 2025-10-31 32.818821 18.320779 49.140804
34 2025-11-30 32.352014 15.193342 48.256790
Forecast for Africa and Product 803:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.302384 16.327705 50.816943
31 2025-08-31 33.764236 16.291141 51.890384
32 2025-09-30 33.243448 14.416434 50.294836
33 2025-10-31 32.705300 13.760071 51.813946
34 2025-11-30 32.184512 13.317839 49.754256
13:56:35 - cmdstanpy - INFO - Chain [1] start processing 13:56:35 - cmdstanpy - INFO - Chain [1] done processing 13:56:36 - cmdstanpy - INFO - Chain [1] start processing 13:56:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 804:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.151385 12.002371 42.265656
31 2025-08-31 27.441021 12.335437 42.114331
32 2025-09-30 26.753572 12.217532 41.866039
33 2025-10-31 26.043207 11.536197 41.555734
34 2025-11-30 25.355758 10.603279 40.177934
Forecast for Africa and Product 805:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.529046 33.830080 86.026949
31 2025-08-31 60.163414 34.757814 84.903162
32 2025-09-30 60.777319 35.352255 88.544602
33 2025-10-31 61.411688 35.561162 87.163694
34 2025-11-30 62.025593 34.892281 88.024696
13:56:36 - cmdstanpy - INFO - Chain [1] start processing 13:56:36 - cmdstanpy - INFO - Chain [1] done processing 13:56:36 - cmdstanpy - INFO - Chain [1] start processing 13:56:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 806:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.990047 16.754030 57.518384
31 2025-08-31 36.864875 16.874069 57.712355
32 2025-09-30 36.743740 16.501865 57.226271
33 2025-10-31 36.618568 14.852156 56.303497
34 2025-11-30 36.497433 15.309625 56.738819
Forecast for Africa and Product 807:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.767366 24.787476 67.235347
31 2025-08-31 46.046895 22.052207 66.447809
32 2025-09-30 46.317407 23.006284 67.559912
33 2025-10-31 46.596936 25.188293 66.777972
34 2025-11-30 46.867448 24.883901 67.888025
13:56:36 - cmdstanpy - INFO - Chain [1] start processing 13:56:36 - cmdstanpy - INFO - Chain [1] done processing 13:56:36 - cmdstanpy - INFO - Chain [1] start processing 13:56:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 808:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.012336 26.948978 57.296025
31 2025-08-31 42.247779 26.414894 57.988241
32 2025-09-30 42.475628 26.208574 56.904892
33 2025-10-31 42.711072 27.164060 58.508950
34 2025-11-30 42.938920 27.424386 58.209369
Forecast for Africa and Product 809:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.396658 26.227622 61.133463
31 2025-08-31 44.724423 26.731943 62.499664
32 2025-09-30 45.041616 27.232331 63.437120
33 2025-10-31 45.369381 26.805302 63.194477
34 2025-11-30 45.686573 27.857342 62.806549
13:56:36 - cmdstanpy - INFO - Chain [1] start processing 13:56:36 - cmdstanpy - INFO - Chain [1] done processing 13:56:37 - cmdstanpy - INFO - Chain [1] start processing 13:56:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 810:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.968675 18.545268 55.883605
31 2025-08-31 36.641326 18.369832 53.982510
32 2025-09-30 36.324535 18.666307 54.234269
33 2025-10-31 35.997186 17.265245 53.042533
34 2025-11-30 35.680395 19.103724 52.818338
Forecast for Africa and Product 811:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.920021 29.159463 68.900209
31 2025-08-31 48.282516 29.006091 67.467469
32 2025-09-30 48.633317 29.702613 67.397842
33 2025-10-31 48.995812 28.953876 69.100176
34 2025-11-30 49.346614 30.786985 68.773477
13:56:37 - cmdstanpy - INFO - Chain [1] start processing 13:56:37 - cmdstanpy - INFO - Chain [1] done processing 13:56:37 - cmdstanpy - INFO - Chain [1] start processing 13:56:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 812:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.921467 30.682480 66.325098
31 2025-08-31 49.383477 32.680960 67.473008
32 2025-09-30 49.830583 30.513032 67.240649
33 2025-10-31 50.292593 33.190697 67.818841
34 2025-11-30 50.739700 33.042125 68.313810
Forecast for Africa and Product 813:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.458829 2.459072 44.436047
31 2025-08-31 22.697791 0.716792 44.552486
32 2025-09-30 21.961302 1.267080 43.099387
33 2025-10-31 21.200264 -0.128038 41.952720
34 2025-11-30 20.463775 -1.448937 41.256592
13:56:37 - cmdstanpy - INFO - Chain [1] start processing 13:56:37 - cmdstanpy - INFO - Chain [1] done processing 13:56:37 - cmdstanpy - INFO - Chain [1] start processing 13:56:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 814:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.763917 18.131032 52.034733
31 2025-08-31 34.412121 18.091960 50.667580
32 2025-09-30 34.071674 18.026918 49.991729
33 2025-10-31 33.719878 17.743332 50.514771
34 2025-11-30 33.379430 18.053661 49.846071
Forecast for Africa and Product 815:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.988915 14.040881 51.620988
31 2025-08-31 33.062957 16.518934 50.246104
32 2025-09-30 33.134610 14.021103 50.173011
33 2025-10-31 33.208652 18.216585 50.861009
34 2025-11-30 33.280305 15.511482 50.518893
13:56:38 - cmdstanpy - INFO - Chain [1] start processing 13:56:38 - cmdstanpy - INFO - Chain [1] done processing 13:56:38 - cmdstanpy - INFO - Chain [1] start processing 13:56:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 816:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.010129 24.825936 70.273111
31 2025-08-31 47.200440 23.160265 70.901431
32 2025-09-30 47.384613 25.201335 69.971085
33 2025-10-31 47.574924 24.186372 68.503054
34 2025-11-30 47.759097 26.201713 69.706580
Forecast for Africa and Product 817:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.583887 28.172037 68.651280
31 2025-08-31 48.794844 29.394303 70.373298
32 2025-09-30 48.998997 27.824989 69.289727
33 2025-10-31 49.209954 30.981457 68.057262
34 2025-11-30 49.414107 28.930337 71.026024
13:56:38 - cmdstanpy - INFO - Chain [1] start processing 13:56:38 - cmdstanpy - INFO - Chain [1] done processing 13:56:38 - cmdstanpy - INFO - Chain [1] start processing 13:56:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 818:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.278730 15.330166 48.099588
31 2025-08-31 30.920925 15.058944 45.818162
32 2025-09-30 30.574662 15.463447 45.746469
33 2025-10-31 30.216857 14.547055 46.184242
34 2025-11-30 29.870595 14.322084 45.381633
Forecast for Africa and Product 819:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.281881 18.126797 60.463984
31 2025-08-31 38.190169 15.379128 58.225217
32 2025-09-30 38.101415 17.279150 59.047363
33 2025-10-31 38.009703 18.014897 59.812237
34 2025-11-30 37.920949 17.228435 59.137078
13:56:38 - cmdstanpy - INFO - Chain [1] start processing 13:56:38 - cmdstanpy - INFO - Chain [1] done processing 13:56:38 - cmdstanpy - INFO - Chain [1] start processing 13:56:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 820:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.026541 13.398894 58.434071
31 2025-08-31 35.647318 13.610445 58.019449
32 2025-09-30 35.280329 11.198306 57.890173
33 2025-10-31 34.901107 11.246966 56.826389
34 2025-11-30 34.534118 11.818232 57.936389
Forecast for Africa and Product 821:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.929138 23.901503 69.090803
31 2025-08-31 46.105246 23.840438 66.636615
32 2025-09-30 46.275673 26.344893 67.631098
33 2025-10-31 46.451780 25.285551 67.493588
34 2025-11-30 46.622207 24.977393 69.106503
13:56:39 - cmdstanpy - INFO - Chain [1] start processing 13:56:39 - cmdstanpy - INFO - Chain [1] done processing 13:56:39 - cmdstanpy - INFO - Chain [1] start processing 13:56:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 822:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.757164 24.922908 58.314453
31 2025-08-31 41.745541 25.827255 58.203628
32 2025-09-30 41.734292 24.531255 58.233042
33 2025-10-31 41.722669 25.158191 58.513637
34 2025-11-30 41.711420 25.313067 56.824275
Forecast for Africa and Product 823:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.518034 23.591319 53.574691
31 2025-08-31 38.510527 24.235237 53.911083
32 2025-09-30 38.503262 23.221914 53.849005
33 2025-10-31 38.495755 23.761083 54.359449
34 2025-11-30 38.488490 24.585896 54.594161
13:56:39 - cmdstanpy - INFO - Chain [1] start processing 13:56:39 - cmdstanpy - INFO - Chain [1] done processing 13:56:39 - cmdstanpy - INFO - Chain [1] start processing 13:56:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 824:
ds yhat yhat_lower yhat_upper
30 2025-07-31 15.830811 -0.588902 34.267905
31 2025-08-31 14.583634 -2.049869 33.220785
32 2025-09-30 13.376688 -4.761176 32.496896
33 2025-10-31 12.129511 -4.764734 29.507060
34 2025-11-30 10.922565 -6.198912 29.021082
Forecast for Africa and Product 825:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.555193 13.411948 54.035455
31 2025-08-31 33.276461 13.784808 54.012187
32 2025-09-30 33.006720 13.415013 52.409173
33 2025-10-31 32.727988 12.396910 53.941023
34 2025-11-30 32.458247 11.772822 52.227167
13:56:39 - cmdstanpy - INFO - Chain [1] start processing 13:56:39 - cmdstanpy - INFO - Chain [1] done processing 13:56:40 - cmdstanpy - INFO - Chain [1] start processing 13:56:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 826:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.329460 11.302197 63.262221
31 2025-08-31 37.398614 11.942814 61.960339
32 2025-09-30 37.465537 10.827753 61.284726
33 2025-10-31 37.534691 13.917359 63.826717
34 2025-11-30 37.601614 13.141345 63.852442
Forecast for Africa and Product 827:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.709877 16.482470 57.050610
31 2025-08-31 35.468672 14.818949 55.501777
32 2025-09-30 35.235248 15.622733 54.797294
33 2025-10-31 34.994042 16.037437 54.121657
34 2025-11-30 34.760618 15.634861 54.254371
13:56:40 - cmdstanpy - INFO - Chain [1] start processing 13:56:40 - cmdstanpy - INFO - Chain [1] done processing 13:56:40 - cmdstanpy - INFO - Chain [1] start processing 13:56:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 828:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.363020 6.104234 55.619758
31 2025-08-31 31.776767 7.258331 56.113655
32 2025-09-30 31.209426 5.583884 55.364488
33 2025-10-31 30.623174 5.818118 57.629326
34 2025-11-30 30.055833 4.639307 56.854859
Forecast for Africa and Product 829:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.277490 11.815047 54.089505
31 2025-08-31 32.630722 13.455649 54.159166
32 2025-09-30 32.004817 12.530829 54.052820
33 2025-10-31 31.358048 12.867027 50.779085
34 2025-11-30 30.732143 9.911241 53.411442
13:56:40 - cmdstanpy - INFO - Chain [1] start processing 13:56:40 - cmdstanpy - INFO - Chain [1] done processing 13:56:40 - cmdstanpy - INFO - Chain [1] start processing 13:56:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 830:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.257547 30.714724 70.943192
31 2025-08-31 51.602845 32.357259 73.712847
32 2025-09-30 51.937004 32.428963 71.483860
33 2025-10-31 52.282302 33.884220 71.366588
34 2025-11-30 52.616461 33.737224 71.742813
Forecast for Africa and Product 831:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.644781 12.782598 44.828374
31 2025-08-31 29.238819 12.070710 45.634045
32 2025-09-30 28.845954 12.424902 45.654493
33 2025-10-31 28.439993 11.310573 44.867694
34 2025-11-30 28.047127 10.785168 45.036478
13:56:40 - cmdstanpy - INFO - Chain [1] start processing 13:56:40 - cmdstanpy - INFO - Chain [1] done processing 13:56:41 - cmdstanpy - INFO - Chain [1] start processing 13:56:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 832:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.431054 12.412235 51.074848
31 2025-08-31 32.177185 12.107318 50.074544
32 2025-09-30 31.931504 14.049925 51.586445
33 2025-10-31 31.677634 13.803788 50.657993
34 2025-11-30 31.431954 11.930528 51.107745
Forecast for Africa and Product 833:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.975773 33.063475 67.328196
31 2025-08-31 51.269012 33.188986 68.866515
32 2025-09-30 51.552791 33.747008 69.382076
33 2025-10-31 51.846030 34.144658 69.925515
34 2025-11-30 52.129809 33.423157 71.890801
13:56:41 - cmdstanpy - INFO - Chain [1] start processing 13:56:41 - cmdstanpy - INFO - Chain [1] done processing 13:56:41 - cmdstanpy - INFO - Chain [1] start processing 13:56:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 834:
ds yhat yhat_lower yhat_upper
30 2025-07-31 16.339408 0.744838 32.318931
31 2025-08-31 15.317443 -1.771048 33.141792
32 2025-09-30 14.328443 -2.133415 31.429938
33 2025-10-31 13.306478 -3.504501 29.682868
34 2025-11-30 12.317479 -4.792736 28.977848
Forecast for Africa and Product 835:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.004608 22.950547 54.098688
31 2025-08-31 38.160967 23.695362 53.542767
32 2025-09-30 38.312282 24.139279 53.499135
33 2025-10-31 38.468641 24.169540 53.662103
34 2025-11-30 38.619957 22.627125 52.866335
13:56:41 - cmdstanpy - INFO - Chain [1] start processing 13:56:41 - cmdstanpy - INFO - Chain [1] done processing 13:56:41 - cmdstanpy - INFO - Chain [1] start processing 13:56:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 836:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.160840 8.662869 41.422515
31 2025-08-31 24.726786 9.846022 40.691087
32 2025-09-30 24.306733 9.986656 39.901914
33 2025-10-31 23.872679 7.335995 39.325708
34 2025-11-30 23.452627 8.126457 40.031020
Forecast for Africa and Product 837:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.780442 38.037885 66.125586
31 2025-08-31 52.423354 39.669232 66.012730
32 2025-09-30 53.045527 39.751872 65.590119
33 2025-10-31 53.688440 40.357891 66.821056
34 2025-11-30 54.310613 41.180355 67.058390
13:56:41 - cmdstanpy - INFO - Chain [1] start processing 13:56:41 - cmdstanpy - INFO - Chain [1] done processing 13:56:42 - cmdstanpy - INFO - Chain [1] start processing 13:56:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 838:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.190725 17.412112 58.922770
31 2025-08-31 37.921873 16.324938 59.000974
32 2025-09-30 37.661694 16.700004 57.970817
33 2025-10-31 37.392842 16.099557 59.103537
34 2025-11-30 37.132662 16.539903 57.889269
Forecast for Africa and Product 839:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.070269 24.808794 63.683176
31 2025-08-31 44.265062 22.831617 66.024243
32 2025-09-30 44.453572 23.772346 64.922566
33 2025-10-31 44.648366 23.174252 65.426305
34 2025-11-30 44.836875 25.395561 64.852302
13:56:42 - cmdstanpy - INFO - Chain [1] start processing 13:56:42 - cmdstanpy - INFO - Chain [1] done processing 13:56:42 - cmdstanpy - INFO - Chain [1] start processing 13:56:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 840:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.144173 19.349219 56.892246
31 2025-08-31 39.326824 19.921287 58.508400
32 2025-09-30 39.503584 22.067824 57.554428
33 2025-10-31 39.686236 21.705259 55.772984
34 2025-11-30 39.862995 21.824469 57.625043
Forecast for Africa and Product 841:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.149336 32.753049 70.552183
31 2025-08-31 51.964036 30.910425 71.379025
32 2025-09-30 52.752456 33.887044 72.043377
33 2025-10-31 53.567156 34.754555 71.869859
34 2025-11-30 54.355576 35.772157 72.892816
13:56:42 - cmdstanpy - INFO - Chain [1] start processing 13:56:42 - cmdstanpy - INFO - Chain [1] done processing 13:56:42 - cmdstanpy - INFO - Chain [1] start processing 13:56:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 842:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.096739 18.191474 54.302060
31 2025-08-31 37.210812 19.348784 56.618924
32 2025-09-30 37.321206 19.639680 55.577172
33 2025-10-31 37.435279 20.358762 56.255538
34 2025-11-30 37.545673 20.302461 55.726582
Forecast for Africa and Product 843:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.891867 15.985223 58.621424
31 2025-08-31 36.674303 15.400347 57.643456
32 2025-09-30 36.463758 15.192919 58.068535
33 2025-10-31 36.246194 15.817994 56.847145
34 2025-11-30 36.035649 14.317940 56.302998
13:56:42 - cmdstanpy - INFO - Chain [1] start processing 13:56:43 - cmdstanpy - INFO - Chain [1] done processing 13:56:43 - cmdstanpy - INFO - Chain [1] start processing 13:56:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 844:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.550362 6.660082 38.074078
31 2025-08-31 20.881117 5.577495 34.972334
32 2025-09-30 20.233461 4.584016 35.238172
33 2025-10-31 19.564216 3.918699 35.406728
34 2025-11-30 18.916559 3.031320 34.375001
Forecast for Africa and Product 845:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.269433 16.731872 73.304371
31 2025-08-31 44.258122 19.177398 70.753023
32 2025-09-30 44.247176 17.053064 72.898025
33 2025-10-31 44.235865 17.000318 70.984451
34 2025-11-30 44.224918 18.327390 71.570604
13:56:43 - cmdstanpy - INFO - Chain [1] start processing 13:56:43 - cmdstanpy - INFO - Chain [1] done processing 13:56:43 - cmdstanpy - INFO - Chain [1] start processing 13:56:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 846:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.919291 13.017296 67.517042
31 2025-08-31 39.942626 13.981547 66.573152
32 2025-09-30 39.965208 12.299571 64.901710
33 2025-10-31 39.988543 14.109560 67.387003
34 2025-11-30 40.011125 14.256489 67.513543
Forecast for Africa and Product 847:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.257692 -0.057119 35.611766
31 2025-08-31 17.232396 1.680698 34.803091
32 2025-09-30 16.240174 -0.977760 33.115101
33 2025-10-31 15.214878 -1.040714 33.346455
34 2025-11-30 14.222656 -2.302282 31.337645
13:56:43 - cmdstanpy - INFO - Chain [1] start processing 13:56:43 - cmdstanpy - INFO - Chain [1] done processing 13:56:43 - cmdstanpy - INFO - Chain [1] start processing 13:56:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 848:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.99095 3.322372 36.768996
31 2025-08-31 19.08359 1.399626 37.707941
32 2025-09-30 18.20550 1.090208 34.743421
33 2025-10-31 17.29814 -0.611026 34.895766
34 2025-11-30 16.42005 -1.786526 34.575230
Forecast for Africa and Product 849:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.906624 31.415471 67.787757
31 2025-08-31 50.450507 32.060199 70.935294
32 2025-09-30 50.976847 33.180085 69.224555
33 2025-10-31 51.520730 31.588947 69.078369
34 2025-11-30 52.047069 33.488747 70.963325
13:56:44 - cmdstanpy - INFO - Chain [1] start processing 13:56:44 - cmdstanpy - INFO - Chain [1] done processing 13:56:44 - cmdstanpy - INFO - Chain [1] start processing 13:56:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 850:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.027398 34.811126 71.145806
31 2025-08-31 51.497361 33.553939 68.442389
32 2025-09-30 51.952164 33.441328 69.332979
33 2025-10-31 52.422128 35.019309 69.995400
34 2025-11-30 52.876931 36.899867 71.657712
Forecast for Africa and Product 851:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.207917 35.363958 80.202987
31 2025-08-31 57.959333 37.067359 78.686947
32 2025-09-30 58.686510 38.745789 80.667697
33 2025-10-31 59.437926 38.138566 80.908367
34 2025-11-30 60.165102 40.317391 81.391314
13:56:44 - cmdstanpy - INFO - Chain [1] start processing 13:56:44 - cmdstanpy - INFO - Chain [1] done processing 13:56:44 - cmdstanpy - INFO - Chain [1] start processing 13:56:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 852:
ds yhat yhat_lower yhat_upper
30 2025-07-31 61.530991 45.500229 78.666406
31 2025-08-31 62.315811 45.721264 80.202038
32 2025-09-30 63.075314 47.085210 80.058864
33 2025-10-31 63.860134 46.829761 80.228474
34 2025-11-30 64.619637 46.112259 81.457259
Forecast for Africa and Product 853:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.636330 15.032741 49.107233
31 2025-08-31 32.610566 15.872062 50.843125
32 2025-09-30 32.585632 14.922405 48.329031
33 2025-10-31 32.559868 15.502754 50.062229
34 2025-11-30 32.534934 16.154259 49.082988
13:56:44 - cmdstanpy - INFO - Chain [1] start processing 13:56:44 - cmdstanpy - INFO - Chain [1] done processing 13:56:44 - cmdstanpy - INFO - Chain [1] start processing 13:56:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 854:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.980842 22.070161 62.970271
31 2025-08-31 42.139423 20.033574 61.031177
32 2025-09-30 42.292888 21.461871 61.499156
33 2025-10-31 42.451469 22.707528 62.399529
34 2025-11-30 42.604934 23.996915 62.107948
Forecast for Africa and Product 855:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.442919 26.840731 52.707210
31 2025-08-31 39.248775 26.516973 52.778862
32 2025-09-30 39.060893 26.255542 51.692795
33 2025-10-31 38.866748 26.116116 50.773855
34 2025-11-30 38.678867 26.076740 51.129350
13:56:45 - cmdstanpy - INFO - Chain [1] start processing 13:56:45 - cmdstanpy - INFO - Chain [1] done processing 13:56:45 - cmdstanpy - INFO - Chain [1] start processing 13:56:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 856:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.227539 11.465252 51.998234
31 2025-08-31 31.012999 10.152487 52.996329
32 2025-09-30 30.805380 9.226772 51.957203
33 2025-10-31 30.590840 10.028889 50.414126
34 2025-11-30 30.383221 8.467907 50.708663
Forecast for Africa and Product 857:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.670706 13.506720 55.882181
31 2025-08-31 35.494854 14.235143 55.071772
32 2025-09-30 35.324674 14.764404 57.031661
33 2025-10-31 35.148822 14.597331 55.082326
34 2025-11-30 34.978643 13.836271 55.090540
13:56:45 - cmdstanpy - INFO - Chain [1] start processing 13:56:45 - cmdstanpy - INFO - Chain [1] done processing 13:56:45 - cmdstanpy - INFO - Chain [1] start processing 13:56:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 858:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.382432 14.839716 48.072670
31 2025-08-31 30.923203 14.187866 48.166209
32 2025-09-30 30.478787 13.223185 46.642953
33 2025-10-31 30.019558 11.938180 47.438251
34 2025-11-30 29.575143 12.235982 46.303360
Forecast for Africa and Product 859:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.283525 12.783453 42.138286
31 2025-08-31 26.713971 11.580803 42.364794
32 2025-09-30 26.162789 11.525954 41.551241
33 2025-10-31 25.593234 10.325645 41.010494
34 2025-11-30 25.042052 10.150933 39.736867
13:56:45 - cmdstanpy - INFO - Chain [1] start processing 13:56:45 - cmdstanpy - INFO - Chain [1] done processing 13:56:46 - cmdstanpy - INFO - Chain [1] start processing 13:56:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 860:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.065188 24.371451 54.720221
31 2025-08-31 40.312271 25.728224 56.095533
32 2025-09-30 40.551383 24.633393 56.883571
33 2025-10-31 40.798467 24.291297 56.976226
34 2025-11-30 41.037579 24.260106 55.686237
Forecast for Africa and Product 861:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.364464 38.328730 73.841208
31 2025-08-31 56.992470 41.237645 74.678296
32 2025-09-30 57.600218 40.298246 76.701851
33 2025-10-31 58.228223 40.941161 75.280387
34 2025-11-30 58.835971 41.851848 75.750135
13:56:46 - cmdstanpy - INFO - Chain [1] start processing 13:56:46 - cmdstanpy - INFO - Chain [1] done processing 13:56:46 - cmdstanpy - INFO - Chain [1] start processing 13:56:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 862:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.242069 23.894709 62.766293
31 2025-08-31 44.432729 25.106382 63.365426
32 2025-09-30 44.617238 23.869161 64.566044
33 2025-10-31 44.807898 23.712488 65.311371
34 2025-11-30 44.992408 24.550005 65.667476
Forecast for Africa and Product 863:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.943641 39.118512 77.562367
31 2025-08-31 58.695635 39.757769 75.470595
32 2025-09-30 59.423371 40.617046 78.742682
33 2025-10-31 60.175365 41.406274 78.609636
34 2025-11-30 60.903101 42.321165 79.170992
13:56:46 - cmdstanpy - INFO - Chain [1] start processing 13:56:46 - cmdstanpy - INFO - Chain [1] done processing 13:56:46 - cmdstanpy - INFO - Chain [1] start processing 13:56:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 864:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.081188 -2.663720 48.990400
31 2025-08-31 22.405494 -3.255944 48.803872
32 2025-09-30 21.751596 -4.581679 45.998407
33 2025-10-31 21.075902 -3.210926 47.567172
34 2025-11-30 20.422004 -3.512947 44.769932
Forecast for Africa and Product 865:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.318058 23.099868 62.032662
31 2025-08-31 44.585077 25.883699 63.819398
32 2025-09-30 44.843483 25.842192 63.086136
33 2025-10-31 45.110502 25.376446 64.471049
34 2025-11-30 45.368907 24.467893 65.571909
13:56:46 - cmdstanpy - INFO - Chain [1] start processing 13:56:47 - cmdstanpy - INFO - Chain [1] done processing 13:56:47 - cmdstanpy - INFO - Chain [1] start processing 13:56:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 866:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.419346 15.507209 63.752527
31 2025-08-31 39.459843 16.624350 60.055302
32 2025-09-30 39.499033 14.679793 62.518390
33 2025-10-31 39.539530 16.293130 62.863097
34 2025-11-30 39.578721 16.987894 60.944288
Forecast for Africa and Product 867:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.651049 5.123533 40.679321
31 2025-08-31 21.889086 3.906125 38.950638
32 2025-09-30 21.151701 3.201007 38.673194
33 2025-10-31 20.389737 2.331957 38.159642
34 2025-11-30 19.652353 2.018757 36.707229
13:56:47 - cmdstanpy - INFO - Chain [1] start processing 13:56:47 - cmdstanpy - INFO - Chain [1] done processing 13:56:47 - cmdstanpy - INFO - Chain [1] start processing 13:56:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 868:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.613047 23.661293 67.776105
31 2025-08-31 45.789491 24.562283 68.380871
32 2025-09-30 45.960243 22.479415 68.894657
33 2025-10-31 46.136687 23.263537 67.651542
34 2025-11-30 46.307439 23.509861 69.418951
Forecast for Africa and Product 869:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.789494 14.085727 58.531259
31 2025-08-31 35.760401 13.950458 56.270426
32 2025-09-30 35.732248 15.141591 57.589400
33 2025-10-31 35.703155 13.711943 57.077444
34 2025-11-30 35.675001 13.639657 57.302768
13:56:47 - cmdstanpy - INFO - Chain [1] start processing 13:56:47 - cmdstanpy - INFO - Chain [1] done processing 13:56:47 - cmdstanpy - INFO - Chain [1] start processing 13:56:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 870:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.694204 15.895822 53.748466
31 2025-08-31 34.049122 13.872092 53.173847
32 2025-09-30 33.424848 14.682730 53.901503
33 2025-10-31 32.779765 12.500920 51.871198
34 2025-11-30 32.155491 10.890010 52.273713
Forecast for Africa and Product 871:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.043287 19.540134 58.674525
31 2025-08-31 39.117754 18.124544 58.449681
32 2025-09-30 39.189818 20.118658 60.146064
33 2025-10-31 39.264285 19.322702 58.679575
34 2025-11-30 39.336350 20.986616 59.470112
13:56:48 - cmdstanpy - INFO - Chain [1] start processing 13:56:48 - cmdstanpy - INFO - Chain [1] done processing 13:56:48 - cmdstanpy - INFO - Chain [1] start processing 13:56:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 872:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.150514 19.128962 54.626191
31 2025-08-31 36.970074 19.762377 54.688783
32 2025-09-30 36.795454 19.059955 55.407263
33 2025-10-31 36.615013 19.071095 53.835591
34 2025-11-30 36.440394 18.750723 53.465938
Forecast for Africa and Product 873:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.881617 27.657926 66.682055
31 2025-08-31 46.227322 25.876205 65.821540
32 2025-09-30 46.561875 26.224208 65.698908
33 2025-10-31 46.907580 27.294404 65.904159
34 2025-11-30 47.242133 27.220427 67.124228
13:56:48 - cmdstanpy - INFO - Chain [1] start processing 13:56:48 - cmdstanpy - INFO - Chain [1] done processing 13:56:48 - cmdstanpy - INFO - Chain [1] start processing 13:56:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 874:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.513382 8.752794 44.545622
31 2025-08-31 25.812635 9.363385 43.039221
32 2025-09-30 25.134493 8.293420 42.533411
33 2025-10-31 24.433747 6.926222 41.102078
34 2025-11-30 23.755605 5.179583 40.305762
Forecast for Africa and Product 875:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.054130 8.628562 44.829827
31 2025-08-31 26.577293 9.008671 44.834199
32 2025-09-30 26.115837 8.736941 42.125399
33 2025-10-31 25.639000 8.600778 43.230047
34 2025-11-30 25.177545 8.587470 42.422942
13:56:48 - cmdstanpy - INFO - Chain [1] start processing 13:56:48 - cmdstanpy - INFO - Chain [1] done processing 13:56:48 - cmdstanpy - INFO - Chain [1] start processing 13:56:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 876:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.856027 20.388612 63.599297
31 2025-08-31 41.891002 22.212799 61.573382
32 2025-09-30 41.924848 20.797291 63.423161
33 2025-10-31 41.959823 21.608575 61.885781
34 2025-11-30 41.993669 20.862938 63.453163
Forecast for Africa and Product 877:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.943524 16.778708 54.175572
31 2025-08-31 35.775095 15.878564 55.197533
32 2025-09-30 35.612099 15.398571 54.887332
33 2025-10-31 35.443670 16.364131 53.226268
34 2025-11-30 35.280674 17.446615 55.284328
13:56:49 - cmdstanpy - INFO - Chain [1] start processing 13:56:49 - cmdstanpy - INFO - Chain [1] done processing 13:56:49 - cmdstanpy - INFO - Chain [1] start processing 13:56:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 878:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.807882 16.273724 57.608657
31 2025-08-31 36.920123 17.702238 56.832088
32 2025-09-30 37.028743 17.410568 57.618570
33 2025-10-31 37.140984 17.913837 57.213553
34 2025-11-30 37.249603 16.701122 57.526537
Forecast for Africa and Product 879:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.581966 10.424886 52.666666
31 2025-08-31 31.236327 8.959329 53.104647
32 2025-09-30 30.901838 7.738774 52.638586
33 2025-10-31 30.556199 8.819463 52.546373
34 2025-11-30 30.221710 8.858997 50.866418
13:56:49 - cmdstanpy - INFO - Chain [1] start processing 13:56:49 - cmdstanpy - INFO - Chain [1] done processing 13:56:49 - cmdstanpy - INFO - Chain [1] start processing 13:56:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 880:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.159957 20.247598 50.978686
31 2025-08-31 35.289636 20.664051 50.776180
32 2025-09-30 35.415132 19.460098 51.582713
33 2025-10-31 35.544811 20.239219 50.524740
34 2025-11-30 35.670306 20.036512 51.136483
Forecast for Africa and Product 881:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.289030 38.420658 73.469553
31 2025-08-31 55.944892 38.624699 73.240153
32 2025-09-30 56.579597 37.965126 75.232375
33 2025-10-31 57.235458 39.494659 75.348105
34 2025-11-30 57.870163 41.796753 75.065141
13:56:49 - cmdstanpy - INFO - Chain [1] start processing 13:56:49 - cmdstanpy - INFO - Chain [1] done processing 13:56:49 - cmdstanpy - INFO - Chain [1] start processing 13:56:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 882:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.467552 18.863627 59.132176
31 2025-08-31 38.332057 18.325081 59.728212
32 2025-09-30 38.200933 17.443043 59.690452
33 2025-10-31 38.065439 16.964963 56.872379
34 2025-11-30 37.934315 17.973886 57.317718
Forecast for Africa and Product 883:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.145778 26.395026 59.409825
31 2025-08-31 42.345632 26.574068 59.092537
32 2025-09-30 42.539039 26.244821 58.885665
33 2025-10-31 42.738893 26.900497 58.429495
34 2025-11-30 42.932299 27.556282 59.394097
13:56:50 - cmdstanpy - INFO - Chain [1] start processing 13:56:50 - cmdstanpy - INFO - Chain [1] done processing 13:56:50 - cmdstanpy - INFO - Chain [1] start processing 13:56:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 884:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.281198 15.223310 44.913955
31 2025-08-31 29.767038 15.066707 44.871843
32 2025-09-30 29.269465 14.901692 44.318350
33 2025-10-31 28.755305 13.701105 43.959877
34 2025-11-30 28.257731 12.661007 42.870934
Forecast for Africa and Product 885:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.676097 31.902089 68.212362
31 2025-08-31 51.561871 34.714462 68.015698
32 2025-09-30 52.419071 35.615029 70.696067
33 2025-10-31 53.304844 36.040465 70.262577
34 2025-11-30 54.162044 36.503396 72.394673
13:56:50 - cmdstanpy - INFO - Chain [1] start processing 13:56:50 - cmdstanpy - INFO - Chain [1] done processing 13:56:50 - cmdstanpy - INFO - Chain [1] start processing 13:56:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 886:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.010778 27.748973 55.167878
31 2025-08-31 41.279435 27.449283 54.194448
32 2025-09-30 41.539425 28.105314 56.486763
33 2025-10-31 41.808081 27.478819 55.253871
34 2025-11-30 42.068071 28.381297 55.887302
Forecast for Africa and Product 887:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.146430 10.344010 55.209099
31 2025-08-31 31.663838 9.352014 55.430691
32 2025-09-30 31.196813 7.994989 56.003697
33 2025-10-31 30.714220 7.686070 53.646297
34 2025-11-30 30.247195 7.420676 53.748576
13:56:50 - cmdstanpy - INFO - Chain [1] start processing 13:56:50 - cmdstanpy - INFO - Chain [1] done processing 13:56:51 - cmdstanpy - INFO - Chain [1] start processing 13:56:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 888:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.364595 28.256655 62.193645
31 2025-08-31 45.522681 28.733700 63.320352
32 2025-09-30 45.675667 28.366798 62.279914
33 2025-10-31 45.833753 29.032954 62.846568
34 2025-11-30 45.986739 28.600425 62.721511
Forecast for Africa and Product 889:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.386377 27.591717 57.202459
31 2025-08-31 41.316404 27.683965 56.092582
32 2025-09-30 41.248689 26.463315 55.425792
33 2025-10-31 41.178716 26.237678 54.973617
34 2025-11-30 41.111000 27.757712 56.428493
13:56:51 - cmdstanpy - INFO - Chain [1] start processing 13:56:51 - cmdstanpy - INFO - Chain [1] done processing 13:56:51 - cmdstanpy - INFO - Chain [1] start processing 13:56:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 890:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.070311 20.529904 52.215072
31 2025-08-31 35.981990 19.768971 52.270077
32 2025-09-30 35.896519 19.553337 52.374474
33 2025-10-31 35.808199 18.448388 51.888024
34 2025-11-30 35.722728 18.637946 51.710880
Forecast for Africa and Product 891:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.104988 14.102393 64.162240
31 2025-08-31 38.912173 13.932965 64.564152
32 2025-09-30 38.725578 13.391656 65.166684
33 2025-10-31 38.532763 12.756297 61.744978
34 2025-11-30 38.346168 13.329349 62.431544
13:56:51 - cmdstanpy - INFO - Chain [1] start processing 13:56:51 - cmdstanpy - INFO - Chain [1] done processing 13:56:51 - cmdstanpy - INFO - Chain [1] start processing 13:56:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 892:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.764284 19.349061 58.817998
31 2025-08-31 38.792053 20.458274 57.258411
32 2025-09-30 38.818927 20.501815 58.638536
33 2025-10-31 38.846696 19.429724 58.020126
34 2025-11-30 38.873569 20.561441 59.775142
Forecast for Africa and Product 893:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.941474 34.497727 81.839206
31 2025-08-31 59.923833 38.192358 82.078851
32 2025-09-30 60.874503 38.509291 83.243254
33 2025-10-31 61.856862 38.285715 84.608926
34 2025-11-30 62.807532 39.756889 85.776223
13:56:51 - cmdstanpy - INFO - Chain [1] start processing 13:56:51 - cmdstanpy - INFO - Chain [1] done processing 13:56:52 - cmdstanpy - INFO - Chain [1] start processing 13:56:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 894:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.800133 27.817886 56.696702
31 2025-08-31 42.877899 26.970686 57.012537
32 2025-09-30 42.953156 27.061964 57.006450
33 2025-10-31 43.030921 28.463092 59.300016
34 2025-11-30 43.106179 27.366411 58.770862
Forecast for Africa and Product 895:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.253384 11.581985 48.104851
31 2025-08-31 28.584338 10.370610 46.083491
32 2025-09-30 27.936875 10.598223 47.021431
33 2025-10-31 27.267829 10.061780 46.211309
34 2025-11-30 26.620365 8.620673 43.930722
13:56:52 - cmdstanpy - INFO - Chain [1] start processing 13:56:52 - cmdstanpy - INFO - Chain [1] done processing 13:56:52 - cmdstanpy - INFO - Chain [1] start processing 13:56:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 896:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.777540 39.503018 71.974505
31 2025-08-31 56.651398 40.990344 72.533944
32 2025-09-30 57.497067 42.607821 74.757936
33 2025-10-31 58.370925 42.468222 74.372189
34 2025-11-30 59.216594 43.316569 76.099385
Forecast for Africa and Product 897:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.315458 17.646651 55.736500
31 2025-08-31 37.225405 17.802885 56.438415
32 2025-09-30 37.138257 18.426801 56.128747
33 2025-10-31 37.048204 16.985558 57.145576
34 2025-11-30 36.961056 16.797568 55.800385
13:56:52 - cmdstanpy - INFO - Chain [1] start processing 13:56:52 - cmdstanpy - INFO - Chain [1] done processing 13:56:52 - cmdstanpy - INFO - Chain [1] start processing 13:56:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 898:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.321059 15.871819 55.910438
31 2025-08-31 36.078130 14.631037 55.028246
32 2025-09-30 35.843038 16.052265 56.539078
33 2025-10-31 35.600110 15.144350 57.046977
34 2025-11-30 35.365018 15.603570 53.992016
Forecast for Africa and Product 899:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.700813 21.029435 68.606118
31 2025-08-31 44.955166 22.297173 67.146128
32 2025-09-30 45.201314 23.335417 68.021098
33 2025-10-31 45.455667 24.241656 67.522331
34 2025-11-30 45.701814 21.850680 65.606533
13:56:52 - cmdstanpy - INFO - Chain [1] start processing 13:56:53 - cmdstanpy - INFO - Chain [1] done processing 13:56:53 - cmdstanpy - INFO - Chain [1] start processing 13:56:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 900:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.304545 22.959060 61.306411
31 2025-08-31 42.171455 21.615927 63.052164
32 2025-09-30 42.042659 22.615178 62.516300
33 2025-10-31 41.909570 23.213318 61.485389
34 2025-11-30 41.780773 21.907625 61.711169
Forecast for Africa and Product 901:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.898770 21.271359 69.836206
31 2025-08-31 44.858388 18.854068 69.050762
32 2025-09-30 44.819309 20.424507 70.365567
33 2025-10-31 44.778927 18.503029 70.943732
34 2025-11-30 44.739848 19.892467 68.999657
13:56:53 - cmdstanpy - INFO - Chain [1] start processing 13:56:53 - cmdstanpy - INFO - Chain [1] done processing 13:56:53 - cmdstanpy - INFO - Chain [1] start processing 13:56:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 902:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.650132 27.912829 64.058834
31 2025-08-31 45.718053 28.602540 65.398808
32 2025-09-30 45.783782 27.880266 64.242580
33 2025-10-31 45.851702 27.323729 66.808840
34 2025-11-30 45.917431 28.791237 65.351054
Forecast for Africa and Product 903:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.390849 21.772099 58.113495
31 2025-08-31 38.453906 20.430359 56.902632
32 2025-09-30 38.514930 21.410830 55.802117
33 2025-10-31 38.577987 21.792691 55.437646
34 2025-11-30 38.639011 22.240824 56.211350
13:56:53 - cmdstanpy - INFO - Chain [1] start processing 13:56:53 - cmdstanpy - INFO - Chain [1] done processing 13:56:53 - cmdstanpy - INFO - Chain [1] start processing 13:56:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 904:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.224546 15.421412 55.377716
31 2025-08-31 35.977248 16.717395 57.346904
32 2025-09-30 35.737927 15.009295 54.974720
33 2025-10-31 35.490629 16.302674 56.318377
34 2025-11-30 35.251309 14.766533 54.281211
Forecast for Africa and Product 905:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.890117 24.806838 67.414585
31 2025-08-31 46.110534 24.367419 66.987357
32 2025-09-30 46.323840 25.421973 69.442272
33 2025-10-31 46.544257 24.405193 68.517778
34 2025-11-30 46.757564 24.911555 68.859401
13:56:54 - cmdstanpy - INFO - Chain [1] start processing 13:56:54 - cmdstanpy - INFO - Chain [1] done processing 13:56:54 - cmdstanpy - INFO - Chain [1] start processing 13:56:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 906:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.599450 30.253048 65.494569
31 2025-08-31 48.057819 29.519975 64.062500
32 2025-09-30 48.501402 29.952678 66.116859
33 2025-10-31 48.959771 31.045642 65.654917
34 2025-11-30 49.403353 31.326361 66.716850
Forecast for Africa and Product 907:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.560755 6.086840 43.738103
31 2025-08-31 23.971345 5.989329 43.428609
32 2025-09-30 23.400949 2.981220 42.276659
33 2025-10-31 22.811538 3.518449 41.491599
34 2025-11-30 22.241142 3.569536 41.481564
13:56:54 - cmdstanpy - INFO - Chain [1] start processing 13:56:54 - cmdstanpy - INFO - Chain [1] done processing 13:56:54 - cmdstanpy - INFO - Chain [1] start processing 13:56:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 908:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.380026 23.914072 65.086570
31 2025-08-31 44.477431 25.198424 64.886743
32 2025-09-30 44.571694 23.648396 64.209403
33 2025-10-31 44.669099 25.813279 63.533487
34 2025-11-30 44.763362 25.025780 63.973359
Forecast for Africa and Product 909:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.891063 20.315395 53.644003
31 2025-08-31 38.088095 21.684018 54.327027
32 2025-09-30 38.278770 21.645644 53.785112
33 2025-10-31 38.475801 22.342955 53.891003
34 2025-11-30 38.666477 22.609834 54.895038
13:56:54 - cmdstanpy - INFO - Chain [1] start processing 13:56:54 - cmdstanpy - INFO - Chain [1] done processing 13:56:54 - cmdstanpy - INFO - Chain [1] start processing 13:56:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 910:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.885634 24.062445 57.621908
31 2025-08-31 42.368981 26.318510 59.364396
32 2025-09-30 42.836737 25.997199 59.565192
33 2025-10-31 43.320083 28.016970 61.231621
34 2025-11-30 43.787839 26.560091 58.825190
Forecast for Africa and Product 911:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.657705 16.728127 52.250839
31 2025-08-31 34.459710 18.074134 50.921863
32 2025-09-30 34.268101 18.706288 49.812093
33 2025-10-31 34.070105 17.476089 50.424243
34 2025-11-30 33.878497 16.664820 50.624975
13:56:55 - cmdstanpy - INFO - Chain [1] start processing 13:56:55 - cmdstanpy - INFO - Chain [1] done processing 13:56:55 - cmdstanpy - INFO - Chain [1] start processing 13:56:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 912:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.314223 17.144364 61.711027
31 2025-08-31 38.135653 16.052932 61.449658
32 2025-09-30 37.962843 15.810810 60.189622
33 2025-10-31 37.784274 16.218078 60.281930
34 2025-11-30 37.611464 14.921172 59.753408
Forecast for Africa and Product 913:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.145239 22.967210 66.707586
31 2025-08-31 45.083797 23.052880 66.453484
32 2025-09-30 45.024336 22.826940 67.682177
33 2025-10-31 44.962893 23.828511 66.534001
34 2025-11-30 44.903432 23.037309 67.197683
13:56:55 - cmdstanpy - INFO - Chain [1] start processing 13:56:55 - cmdstanpy - INFO - Chain [1] done processing 13:56:55 - cmdstanpy - INFO - Chain [1] start processing 13:56:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 914:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.313914 23.841297 58.400147
31 2025-08-31 42.555376 26.412531 59.373724
32 2025-09-30 42.789049 26.615854 59.970167
33 2025-10-31 43.030510 25.993258 60.860384
34 2025-11-30 43.264183 26.346170 59.223745
Forecast for Africa and Product 915:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.160732 25.027923 60.047969
31 2025-08-31 43.411680 25.571499 61.811672
32 2025-09-30 43.654533 25.028590 61.877100
33 2025-10-31 43.905481 25.627907 62.809902
34 2025-11-30 44.148334 27.715332 63.336785
13:56:55 - cmdstanpy - INFO - Chain [1] start processing 13:56:55 - cmdstanpy - INFO - Chain [1] done processing 13:56:55 - cmdstanpy - INFO - Chain [1] start processing 13:56:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 916:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.516413 44.180229 69.211476
31 2025-08-31 57.271443 44.549361 69.912843
32 2025-09-30 58.002117 45.074451 70.838451
33 2025-10-31 58.757147 46.094919 72.633575
34 2025-11-30 59.487821 46.189769 71.532340
Forecast for Africa and Product 917:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.397902 25.122755 64.750325
31 2025-08-31 44.770435 22.786037 66.234292
32 2025-09-30 45.130951 24.087098 66.062393
33 2025-10-31 45.503484 25.232722 64.732023
34 2025-11-30 45.864000 26.676222 65.217254
13:56:56 - cmdstanpy - INFO - Chain [1] start processing 13:56:56 - cmdstanpy - INFO - Chain [1] done processing 13:56:56 - cmdstanpy - INFO - Chain [1] start processing 13:56:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 918:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.980731 17.514469 68.286426
31 2025-08-31 43.015125 17.924402 69.928261
32 2025-09-30 43.048410 17.767250 70.220047
33 2025-10-31 43.082804 15.398868 69.127868
34 2025-11-30 43.116089 16.982071 71.029376
Forecast for Africa and Product 919:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.958203 10.416680 66.193652
31 2025-08-31 37.762855 13.389007 63.249992
32 2025-09-30 37.573808 12.032758 62.429411
33 2025-10-31 37.378460 13.158813 61.057682
34 2025-11-30 37.189413 10.535120 62.063441
13:56:56 - cmdstanpy - INFO - Chain [1] start processing 13:56:56 - cmdstanpy - INFO - Chain [1] done processing 13:56:56 - cmdstanpy - INFO - Chain [1] start processing 13:56:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 920:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.991307 10.776412 54.220360
31 2025-08-31 32.322458 8.158252 55.879371
32 2025-09-30 31.675184 8.135732 55.108241
33 2025-10-31 31.006335 9.611068 55.093683
34 2025-11-30 30.359062 8.822206 50.714183
Forecast for Africa and Product 921:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.115276 22.288987 65.116110
31 2025-08-31 44.058950 22.516754 64.129548
32 2025-09-30 44.004442 22.425267 65.671266
33 2025-10-31 43.948116 23.772702 66.716758
34 2025-11-30 43.893607 24.437037 66.274635
13:56:56 - cmdstanpy - INFO - Chain [1] start processing 13:56:56 - cmdstanpy - INFO - Chain [1] done processing 13:56:57 - cmdstanpy - INFO - Chain [1] start processing 13:56:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 922:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.182185 23.443563 60.073899
31 2025-08-31 42.327376 25.133841 60.997617
32 2025-09-30 42.467883 24.091309 62.091525
33 2025-10-31 42.613073 24.413872 60.879923
34 2025-11-30 42.753580 24.683635 59.775200
Forecast for Africa and Product 923:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.416834 23.368514 58.864292
31 2025-08-31 41.242064 23.327488 57.982528
32 2025-09-30 41.072932 23.326883 58.489011
33 2025-10-31 40.898162 22.495294 58.604006
34 2025-11-30 40.729030 22.979780 58.551264
13:56:57 - cmdstanpy - INFO - Chain [1] start processing 13:56:57 - cmdstanpy - INFO - Chain [1] done processing 13:56:57 - cmdstanpy - INFO - Chain [1] start processing 13:56:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 924:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.255694 23.234114 52.776791
31 2025-08-31 39.259292 23.954171 54.975154
32 2025-09-30 39.262775 24.776652 55.044336
33 2025-10-31 39.266373 25.387234 54.083486
34 2025-11-30 39.269856 24.029123 55.110151
Forecast for Africa and Product 925:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.514271 15.795305 51.811363
31 2025-08-31 33.402561 14.227004 52.315086
32 2025-09-30 33.294456 15.757215 52.154993
33 2025-10-31 33.182746 14.903722 53.514634
34 2025-11-30 33.074640 12.877040 52.608765
13:56:57 - cmdstanpy - INFO - Chain [1] start processing 13:56:57 - cmdstanpy - INFO - Chain [1] done processing 13:56:57 - cmdstanpy - INFO - Chain [1] start processing 13:56:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 926:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.063863 33.612480 81.805427
31 2025-08-31 57.907086 34.773502 81.379761
32 2025-09-30 58.723107 36.495715 81.791805
33 2025-10-31 59.566329 35.656235 82.455763
34 2025-11-30 60.382351 34.011922 84.693199
Forecast for Africa and Product 927:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.737115 6.766316 51.289938
31 2025-08-31 28.007325 5.478982 53.443418
32 2025-09-30 27.301076 2.861416 51.884717
33 2025-10-31 26.571286 4.230008 50.082738
34 2025-11-30 25.865037 2.015362 50.023475
13:56:57 - cmdstanpy - INFO - Chain [1] start processing 13:56:57 - cmdstanpy - INFO - Chain [1] done processing 13:56:58 - cmdstanpy - INFO - Chain [1] start processing 13:56:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 928:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.151649 11.729252 50.008570
31 2025-08-31 30.549425 11.038056 48.806134
32 2025-09-30 29.966626 10.598742 47.334908
33 2025-10-31 29.364402 11.275306 47.986770
34 2025-11-30 28.781604 10.289976 46.883572
Forecast for Africa and Product 929:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.696343 15.322737 53.405207
31 2025-08-31 33.379011 14.579748 52.596554
32 2025-09-30 33.071916 13.768373 51.458076
33 2025-10-31 32.754584 12.587230 50.811898
34 2025-11-30 32.447489 14.364156 52.218000
13:56:58 - cmdstanpy - INFO - Chain [1] start processing 13:56:58 - cmdstanpy - INFO - Chain [1] done processing 13:56:58 - cmdstanpy - INFO - Chain [1] start processing 13:56:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 930:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.611026 20.774713 63.427059
31 2025-08-31 41.574401 20.081862 62.806066
32 2025-09-30 41.538958 19.178884 61.808098
33 2025-10-31 41.502333 19.500393 64.566142
34 2025-11-30 41.466889 20.090031 63.618418
Forecast for Africa and Product 931:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.676543 36.934706 79.404325
31 2025-08-31 58.704216 37.446837 79.881972
32 2025-09-30 59.698738 38.158824 81.114445
33 2025-10-31 60.726411 40.333539 80.110720
34 2025-11-30 61.720934 39.094100 84.601836
13:56:58 - cmdstanpy - INFO - Chain [1] start processing 13:56:58 - cmdstanpy - INFO - Chain [1] done processing 13:56:58 - cmdstanpy - INFO - Chain [1] start processing 13:56:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 932:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.525240 30.075635 65.674558
31 2025-08-31 49.277814 30.505456 65.777091
32 2025-09-30 50.006113 32.735232 67.812896
33 2025-10-31 50.758687 32.488507 69.407214
34 2025-11-30 51.486985 33.024851 68.483138
Forecast for Africa and Product 933:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.101589 30.647857 74.243424
31 2025-08-31 51.466958 31.108988 73.251744
32 2025-09-30 51.820540 30.445679 72.110774
33 2025-10-31 52.185908 31.137492 73.401130
34 2025-11-30 52.539490 31.305264 72.313596
13:56:58 - cmdstanpy - INFO - Chain [1] start processing 13:56:59 - cmdstanpy - INFO - Chain [1] done processing 13:56:59 - cmdstanpy - INFO - Chain [1] start processing 13:56:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 934:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.012942 11.075009 44.116330
31 2025-08-31 27.656701 11.915828 46.082803
32 2025-09-30 27.311951 11.109160 44.945421
33 2025-10-31 26.955709 9.317647 43.276220
34 2025-11-30 26.610959 9.944365 43.119382
Forecast for Africa and Product 935:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.938391 27.664127 62.350819
31 2025-08-31 44.093724 25.137580 61.889343
32 2025-09-30 44.244046 24.879005 62.920182
33 2025-10-31 44.399379 25.549685 63.154373
34 2025-11-30 44.549701 26.221751 61.994341
13:56:59 - cmdstanpy - INFO - Chain [1] start processing 13:56:59 - cmdstanpy - INFO - Chain [1] done processing 13:56:59 - cmdstanpy - INFO - Chain [1] start processing 13:56:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 936:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.946734 30.608230 74.906258
31 2025-08-31 53.817871 32.610383 73.748306
32 2025-09-30 54.660907 33.761579 74.588996
33 2025-10-31 55.532045 35.949024 76.628138
34 2025-11-30 56.375081 36.815188 76.648216
Forecast for Africa and Product 937:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.510725 25.216513 55.230781
31 2025-08-31 40.233930 24.942737 55.553392
32 2025-09-30 39.966064 25.022528 53.916351
33 2025-10-31 39.689269 23.963070 55.340631
34 2025-11-30 39.421403 24.336553 55.545003
13:56:59 - cmdstanpy - INFO - Chain [1] start processing 13:56:59 - cmdstanpy - INFO - Chain [1] done processing 13:56:59 - cmdstanpy - INFO - Chain [1] start processing 13:56:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 938:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.772301 30.417413 67.863175
31 2025-08-31 51.261564 32.372660 68.905276
32 2025-09-30 51.735045 32.308803 69.778109
33 2025-10-31 52.224309 32.490467 70.720414
34 2025-11-30 52.697790 33.154332 71.052738
Forecast for Africa and Product 939:
ds yhat yhat_lower yhat_upper
30 2025-07-31 15.216279 -5.224116 34.676952
31 2025-08-31 13.888932 -5.021372 33.757446
32 2025-09-30 12.604402 -5.956209 31.463351
33 2025-10-31 11.277055 -7.422682 29.804024
34 2025-11-30 9.992526 -7.718130 29.896037
13:57:00 - cmdstanpy - INFO - Chain [1] start processing 13:57:00 - cmdstanpy - INFO - Chain [1] done processing 13:57:00 - cmdstanpy - INFO - Chain [1] start processing 13:57:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 940:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.103268 15.486229 57.701791
31 2025-08-31 36.139590 14.140546 57.019428
32 2025-09-30 36.174740 15.794293 57.548612
33 2025-10-31 36.211061 15.038264 56.513563
34 2025-11-30 36.246211 14.993388 57.081326
Forecast for Africa and Product 941:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.844475 43.454021 73.103167
31 2025-08-31 59.973374 46.189977 74.012946
32 2025-09-30 61.065856 46.625866 75.773458
33 2025-10-31 62.194755 47.842833 76.111894
34 2025-11-30 63.287237 49.339740 77.465697
13:57:00 - cmdstanpy - INFO - Chain [1] start processing 13:57:00 - cmdstanpy - INFO - Chain [1] done processing 13:57:00 - cmdstanpy - INFO - Chain [1] start processing 13:57:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 942:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.217229 23.157162 64.206241
31 2025-08-31 43.334050 21.127809 65.223474
32 2025-09-30 43.447103 21.091942 64.115013
33 2025-10-31 43.563924 21.866390 64.901514
34 2025-11-30 43.676977 21.629362 65.598228
Forecast for Africa and Product 943:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.636998 4.575123 37.740153
31 2025-08-31 20.676197 3.725731 38.519687
32 2025-09-30 19.746390 2.840496 36.882559
33 2025-10-31 18.785589 2.374880 35.047317
34 2025-11-30 17.855781 -0.459058 34.026286
13:57:00 - cmdstanpy - INFO - Chain [1] start processing 13:57:00 - cmdstanpy - INFO - Chain [1] done processing 13:57:00 - cmdstanpy - INFO - Chain [1] start processing 13:57:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 944:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.264192 29.547688 64.940301
31 2025-08-31 47.448561 29.950147 63.818198
32 2025-09-30 47.626984 30.039519 64.403491
33 2025-10-31 47.811353 30.734843 63.723704
34 2025-11-30 47.989775 30.452709 65.571818
Forecast for Africa and Product 945:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.874700 19.277131 56.297283
31 2025-08-31 37.842532 18.816190 57.454334
32 2025-09-30 37.811402 17.655022 56.104020
33 2025-10-31 37.779234 19.239659 55.539335
34 2025-11-30 37.748104 18.253408 56.096831
13:57:01 - cmdstanpy - INFO - Chain [1] start processing 13:57:01 - cmdstanpy - INFO - Chain [1] done processing 13:57:01 - cmdstanpy - INFO - Chain [1] start processing 13:57:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 946:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.309408 26.917629 66.247808
31 2025-08-31 46.575224 27.432410 65.648309
32 2025-09-30 46.832466 26.382573 66.613601
33 2025-10-31 47.098283 28.860200 64.769588
34 2025-11-30 47.355525 29.291742 66.690922
Forecast for Africa and Product 947:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.189179 27.302712 68.064902
31 2025-08-31 47.271622 25.304572 68.125374
32 2025-09-30 47.351405 26.002390 68.144121
33 2025-10-31 47.433848 26.586547 68.724364
34 2025-11-30 47.513632 27.166206 69.720856
13:57:01 - cmdstanpy - INFO - Chain [1] start processing 13:57:01 - cmdstanpy - INFO - Chain [1] done processing 13:57:01 - cmdstanpy - INFO - Chain [1] start processing 13:57:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 948:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.813290 8.511175 50.797743
31 2025-08-31 29.254084 8.192160 47.133676
32 2025-09-30 28.712916 9.239400 50.414505
33 2025-10-31 28.153710 5.953483 46.603084
34 2025-11-30 27.612543 7.812966 48.104983
Forecast for Africa and Product 949:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.265346 13.388084 52.386007
31 2025-08-31 31.835519 13.090243 51.033777
32 2025-09-30 31.419558 13.360582 49.959300
33 2025-10-31 30.989731 12.546457 49.419330
34 2025-11-30 30.573769 11.207293 48.432206
13:57:01 - cmdstanpy - INFO - Chain [1] start processing 13:57:01 - cmdstanpy - INFO - Chain [1] done processing 13:57:02 - cmdstanpy - INFO - Chain [1] start processing 13:57:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 950:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.129683 14.575677 58.093774
31 2025-08-31 35.761655 13.265200 58.458861
32 2025-09-30 35.405499 13.288701 57.288791
33 2025-10-31 35.037471 13.646740 56.671536
34 2025-11-30 34.681314 11.557014 56.475505
13:57:02 - cmdstanpy - INFO - Chain [1] start processing 13:57:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 951:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.511439 25.788877 63.266008
31 2025-08-31 43.547488 24.477156 62.840715
32 2025-09-30 43.582375 22.622771 62.272480
33 2025-10-31 43.618424 23.788999 63.089620
34 2025-11-30 43.653310 25.433680 63.976402
Forecast for Africa and Product 952:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.316587 31.944298 72.380452
31 2025-08-31 53.037159 33.175947 73.614178
32 2025-09-30 53.734487 33.196887 72.333061
33 2025-10-31 54.455060 35.310732 74.194258
34 2025-11-30 55.152388 36.739616 75.111149
13:57:02 - cmdstanpy - INFO - Chain [1] start processing 13:57:02 - cmdstanpy - INFO - Chain [1] done processing 13:57:02 - cmdstanpy - INFO - Chain [1] start processing 13:57:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 953:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.289731 16.073063 65.919928
31 2025-08-31 41.396363 14.794765 65.706828
32 2025-09-30 41.499555 18.182368 65.569913
33 2025-10-31 41.606187 17.068777 65.658631
34 2025-11-30 41.709379 17.787239 65.655846
Forecast for Africa and Product 954:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.414558 18.687441 51.400885
31 2025-08-31 35.525676 19.490835 51.455248
32 2025-09-30 35.633210 19.115167 51.271582
33 2025-10-31 35.744328 19.953792 52.020751
34 2025-11-30 35.851861 17.917766 51.610852
13:57:02 - cmdstanpy - INFO - Chain [1] start processing 13:57:02 - cmdstanpy - INFO - Chain [1] done processing 13:57:02 - cmdstanpy - INFO - Chain [1] start processing 13:57:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 955:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.232215 10.134378 57.058005
31 2025-08-31 34.971289 10.621265 58.797498
32 2025-09-30 34.718779 10.207737 59.475927
33 2025-10-31 34.457853 9.930187 59.345803
34 2025-11-30 34.205343 10.137450 58.742719
Forecast for Africa and Product 956:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.436107 19.238790 55.935557
31 2025-08-31 37.165055 18.558180 56.812828
32 2025-09-30 36.902747 17.962567 55.182211
33 2025-10-31 36.631696 18.056273 54.616243
34 2025-11-30 36.369388 17.770198 55.326471
13:57:03 - cmdstanpy - INFO - Chain [1] start processing 13:57:03 - cmdstanpy - INFO - Chain [1] done processing 13:57:03 - cmdstanpy - INFO - Chain [1] start processing 13:57:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 957:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.661355 17.184426 58.226774
31 2025-08-31 37.496570 16.390388 58.493646
32 2025-09-30 37.337100 16.369254 57.120356
33 2025-10-31 37.172315 15.573693 57.867671
34 2025-11-30 37.012845 16.817903 56.561649
Forecast for Africa and Product 958:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.795617 25.745396 54.161885
31 2025-08-31 39.852689 24.311180 55.246895
32 2025-09-30 39.907921 24.312601 56.362734
33 2025-10-31 39.964993 24.205455 55.858863
34 2025-11-30 40.020224 24.582151 55.592006
13:57:03 - cmdstanpy - INFO - Chain [1] start processing 13:57:03 - cmdstanpy - INFO - Chain [1] done processing 13:57:03 - cmdstanpy - INFO - Chain [1] start processing 13:57:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 959:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.312251 11.922832 48.929292
31 2025-08-31 28.820697 10.308880 46.782092
32 2025-09-30 28.344999 9.161068 48.512984
33 2025-10-31 27.853444 9.235292 47.785191
34 2025-11-30 27.377746 7.922166 47.395227
Forecast for Africa and Product 960:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.540143 14.284500 52.167845
31 2025-08-31 33.039335 15.930139 51.013645
32 2025-09-30 32.554683 14.362417 50.707274
33 2025-10-31 32.053875 13.132502 51.313738
34 2025-11-30 31.569222 12.538189 49.035441
13:57:03 - cmdstanpy - INFO - Chain [1] start processing 13:57:03 - cmdstanpy - INFO - Chain [1] done processing 13:57:04 - cmdstanpy - INFO - Chain [1] start processing 13:57:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 961:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.825975 36.702997 77.274742
31 2025-08-31 57.494920 38.446350 77.665349
32 2025-09-30 58.142286 37.336904 76.311816
33 2025-10-31 58.811231 38.113624 78.985145
34 2025-11-30 59.458597 39.805338 78.944538
Forecast for Africa and Product 962:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.431066 9.433638 53.562319
31 2025-08-31 31.000385 10.813331 50.823679
32 2025-09-30 30.583597 8.700947 50.632069
33 2025-10-31 30.152916 8.148580 51.968004
34 2025-11-30 29.736128 7.946881 49.334961
13:57:04 - cmdstanpy - INFO - Chain [1] start processing 13:57:04 - cmdstanpy - INFO - Chain [1] done processing 13:57:04 - cmdstanpy - INFO - Chain [1] start processing 13:57:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 963:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.354149 23.801474 58.176743
31 2025-08-31 41.130926 24.346724 57.797121
32 2025-09-30 40.914904 24.130012 58.463327
33 2025-10-31 40.691681 23.785979 56.684132
34 2025-11-30 40.475659 23.289067 57.495686
Forecast for Africa and Product 964:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.645093 20.985858 59.116697
31 2025-08-31 40.471180 23.076351 59.566746
32 2025-09-30 40.302878 21.182895 57.551121
33 2025-10-31 40.128965 20.812310 57.539897
34 2025-11-30 39.960663 20.668356 59.005098
13:57:04 - cmdstanpy - INFO - Chain [1] start processing 13:57:04 - cmdstanpy - INFO - Chain [1] done processing 13:57:04 - cmdstanpy - INFO - Chain [1] start processing 13:57:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 965:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.011379 25.526604 60.954229
31 2025-08-31 43.204875 25.149718 60.854812
32 2025-09-30 43.392128 26.366903 61.803484
33 2025-10-31 43.585623 26.069960 60.969164
34 2025-11-30 43.772877 26.605725 61.343794
Forecast for Africa and Product 966:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.493737 22.096977 57.414114
31 2025-08-31 40.739419 22.141908 57.369888
32 2025-09-30 40.977175 23.875416 59.675223
33 2025-10-31 41.222856 23.479649 58.278960
34 2025-11-30 41.460612 24.336908 59.323936
13:57:04 - cmdstanpy - INFO - Chain [1] start processing 13:57:05 - cmdstanpy - INFO - Chain [1] done processing 13:57:05 - cmdstanpy - INFO - Chain [1] start processing 13:57:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 967:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.102747 26.251808 62.047177
31 2025-08-31 45.167159 27.344851 63.336240
32 2025-09-30 45.229493 26.664944 63.888385
33 2025-10-31 45.293906 26.442953 63.044092
34 2025-11-30 45.356240 25.195893 64.189260
Forecast for Africa and Product 968:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.213034 25.124256 75.574200
31 2025-08-31 51.510295 27.467587 74.764048
32 2025-09-30 51.797967 29.054106 76.612302
33 2025-10-31 52.095229 28.963847 74.921272
34 2025-11-30 52.382901 27.635957 75.213625
13:57:05 - cmdstanpy - INFO - Chain [1] start processing 13:57:05 - cmdstanpy - INFO - Chain [1] done processing 13:57:05 - cmdstanpy - INFO - Chain [1] start processing 13:57:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 969:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.448086 27.726962 58.736444
31 2025-08-31 43.704088 27.646013 58.587940
32 2025-09-30 43.951832 27.760461 59.305089
33 2025-10-31 44.207835 29.145406 58.841121
34 2025-11-30 44.455579 28.548178 59.696212
Forecast for Africa and Product 970:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.547004 10.403351 59.900132
31 2025-08-31 35.281241 12.983621 58.169862
32 2025-09-30 35.024050 12.818221 56.670096
33 2025-10-31 34.758287 12.010660 57.286679
34 2025-11-30 34.501096 11.289985 56.370634
13:57:05 - cmdstanpy - INFO - Chain [1] start processing 13:57:05 - cmdstanpy - INFO - Chain [1] done processing 13:57:05 - cmdstanpy - INFO - Chain [1] start processing 13:57:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 971:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.029881 14.716186 51.687507
31 2025-08-31 33.957109 15.443781 51.154942
32 2025-09-30 33.886684 16.172332 51.823629
33 2025-10-31 33.813912 16.175016 51.624766
34 2025-11-30 33.743488 16.186296 51.398441
Forecast for Africa and Product 972:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.399789 10.841792 50.871202
31 2025-08-31 30.964598 10.764797 48.918265
32 2025-09-30 30.543445 10.082742 50.336222
33 2025-10-31 30.108254 9.549133 47.952205
34 2025-11-30 29.687101 9.255007 50.691242
13:57:05 - cmdstanpy - INFO - Chain [1] start processing 13:57:06 - cmdstanpy - INFO - Chain [1] done processing 13:57:06 - cmdstanpy - INFO - Chain [1] start processing 13:57:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 973:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.962995 16.354830 49.192817
31 2025-08-31 31.882294 16.480210 48.946248
32 2025-09-30 31.804197 14.065331 48.186422
33 2025-10-31 31.723496 15.593036 46.967235
34 2025-11-30 31.645398 14.925241 47.769897
Forecast for Africa and Product 974:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.880483 17.035183 53.950590
31 2025-08-31 35.640567 17.081291 53.306568
32 2025-09-30 35.408391 16.620885 54.124352
33 2025-10-31 35.168476 16.878331 52.890802
34 2025-11-30 34.936299 17.078975 52.627559
13:57:06 - cmdstanpy - INFO - Chain [1] start processing 13:57:06 - cmdstanpy - INFO - Chain [1] done processing 13:57:06 - cmdstanpy - INFO - Chain [1] start processing 13:57:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 975:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.110879 27.502617 73.033520
31 2025-08-31 50.652920 27.182228 72.367521
32 2025-09-30 51.177476 28.281238 74.468105
33 2025-10-31 51.719518 29.220918 74.021268
34 2025-11-30 52.244074 29.568812 74.054910
Forecast for Africa and Product 976:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.613838 25.195952 62.158849
31 2025-08-31 43.727567 26.180763 62.741922
32 2025-09-30 43.837626 26.494318 62.693633
33 2025-10-31 43.951354 26.097766 61.969327
34 2025-11-30 44.061414 26.446341 64.063945
13:57:06 - cmdstanpy - INFO - Chain [1] start processing 13:57:06 - cmdstanpy - INFO - Chain [1] done processing 13:57:06 - cmdstanpy - INFO - Chain [1] start processing 13:57:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 977:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.016193 24.504214 62.545077
31 2025-08-31 43.115658 24.060244 60.692052
32 2025-09-30 43.211915 24.780412 62.503639
33 2025-10-31 43.311380 24.430878 64.119922
34 2025-11-30 43.407637 25.245210 61.673771
Forecast for Africa and Product 978:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.232112 34.523167 81.485345
31 2025-08-31 58.917808 36.352634 80.584011
32 2025-09-30 59.581385 36.772749 82.035468
33 2025-10-31 60.267081 36.909076 84.431247
34 2025-11-30 60.930657 37.830588 84.588162
13:57:07 - cmdstanpy - INFO - Chain [1] start processing 13:57:07 - cmdstanpy - INFO - Chain [1] done processing 13:57:07 - cmdstanpy - INFO - Chain [1] start processing 13:57:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 979:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.416043 15.600923 56.437319
31 2025-08-31 36.002762 15.401586 56.703532
32 2025-09-30 35.602813 15.014621 55.725139
33 2025-10-31 35.189533 14.554856 56.074665
34 2025-11-30 34.789584 15.017685 54.389915
Forecast for Africa and Product 980:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.032765 15.285810 53.288085
31 2025-08-31 35.006783 15.095292 54.905586
32 2025-09-30 34.981640 16.294585 54.180035
33 2025-10-31 34.955659 15.376958 53.489724
34 2025-11-30 34.930515 15.900520 53.782494
13:57:07 - cmdstanpy - INFO - Chain [1] start processing 13:57:07 - cmdstanpy - INFO - Chain [1] done processing 13:57:07 - cmdstanpy - INFO - Chain [1] start processing 13:57:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 981:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.724259 16.258379 56.589928
31 2025-08-31 35.848816 17.030578 55.435974
32 2025-09-30 35.969355 16.944241 55.862967
33 2025-10-31 36.093912 15.539766 55.641021
34 2025-11-30 36.214451 15.137939 56.752469
Forecast for Africa and Product 982:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.449857 8.618047 39.336038
31 2025-08-31 23.707710 9.511765 38.810251
32 2025-09-30 22.989502 8.235043 37.416315
33 2025-10-31 22.247355 6.305713 36.860958
34 2025-11-30 21.529148 6.976100 35.997435
13:57:07 - cmdstanpy - INFO - Chain [1] start processing 13:57:07 - cmdstanpy - INFO - Chain [1] done processing 13:57:07 - cmdstanpy - INFO - Chain [1] start processing 13:57:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 983:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.369757 35.053943 74.479850
31 2025-08-31 55.058347 36.994746 74.938502
32 2025-09-30 55.724724 36.753724 74.012493
33 2025-10-31 56.413314 37.402455 76.839524
34 2025-11-30 57.079692 37.062167 77.269434
Forecast for Africa and Product 984:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.675053 8.413540 47.679494
31 2025-08-31 27.040313 5.427850 47.397901
32 2025-09-30 26.426048 6.630285 46.304205
33 2025-10-31 25.791308 5.330284 46.721036
34 2025-11-30 25.177044 3.607162 43.972558
13:57:08 - cmdstanpy - INFO - Chain [1] start processing 13:57:08 - cmdstanpy - INFO - Chain [1] done processing 13:57:08 - cmdstanpy - INFO - Chain [1] start processing 13:57:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 985:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.133146 12.511523 54.929432
31 2025-08-31 33.947015 13.348597 54.821321
32 2025-09-30 33.766888 14.329714 54.603564
33 2025-10-31 33.580757 10.883222 54.195938
34 2025-11-30 33.400631 12.594817 54.348310
Forecast for Africa and Product 986:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.667366 33.748014 69.021025
31 2025-08-31 51.914055 35.105346 68.079957
32 2025-09-30 52.152787 34.901535 69.058352
33 2025-10-31 52.399477 36.694788 69.592985
34 2025-11-30 52.638209 36.197951 69.182045
13:57:08 - cmdstanpy - INFO - Chain [1] start processing 13:57:08 - cmdstanpy - INFO - Chain [1] done processing 13:57:08 - cmdstanpy - INFO - Chain [1] start processing 13:57:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 987:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.091506 18.714541 60.767151
31 2025-08-31 38.834110 18.365517 59.258762
32 2025-09-30 38.585016 17.854943 58.069069
33 2025-10-31 38.327620 19.114622 60.162747
34 2025-11-30 38.078527 17.470655 59.686260
Forecast for Africa and Product 988:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.864993 8.515609 60.366038
31 2025-08-31 33.837216 9.885784 59.643906
32 2025-09-30 33.810335 8.824853 57.341197
33 2025-10-31 33.782558 8.748454 59.649858
34 2025-11-30 33.755677 8.970078 59.502097
13:57:08 - cmdstanpy - INFO - Chain [1] start processing 13:57:08 - cmdstanpy - INFO - Chain [1] done processing 13:57:09 - cmdstanpy - INFO - Chain [1] start processing 13:57:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 989:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.266467 28.031672 68.438539
31 2025-08-31 47.481272 29.486190 66.957337
32 2025-09-30 47.689148 26.934614 65.809005
33 2025-10-31 47.903953 28.583547 66.456155
34 2025-11-30 48.111828 30.337615 69.026909
Forecast for Africa and Product 990:
ds yhat yhat_lower yhat_upper
30 2025-07-31 66.917596 38.396801 92.661891
31 2025-08-31 68.099199 42.289353 96.818344
32 2025-09-30 69.242687 42.736891 94.689585
33 2025-10-31 70.424291 43.367414 97.443779
34 2025-11-30 71.567779 46.244318 99.061263
13:57:09 - cmdstanpy - INFO - Chain [1] start processing 13:57:09 - cmdstanpy - INFO - Chain [1] done processing 13:57:09 - cmdstanpy - INFO - Chain [1] start processing 13:57:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 991:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.565556 3.869277 47.540850
31 2025-08-31 25.955331 3.906278 47.960933
32 2025-09-30 25.364790 4.057495 46.000706
33 2025-10-31 24.754564 3.713447 47.705455
34 2025-11-30 24.164023 2.447777 45.087684
Forecast for Africa and Product 992:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.902063 33.485598 73.266314
31 2025-08-31 54.816114 35.386235 73.993268
32 2025-09-30 55.700678 35.878380 75.399182
33 2025-10-31 56.614729 37.333827 75.669001
34 2025-11-30 57.499294 37.476166 77.878064
13:57:09 - cmdstanpy - INFO - Chain [1] start processing 13:57:09 - cmdstanpy - INFO - Chain [1] done processing 13:57:09 - cmdstanpy - INFO - Chain [1] start processing 13:57:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 993:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.876419 18.838869 67.997876
31 2025-08-31 42.725458 17.797459 65.233497
32 2025-09-30 42.579366 17.538353 67.919620
33 2025-10-31 42.428405 17.823568 69.827047
34 2025-11-30 42.282314 17.381349 65.453193
Forecast for Africa and Product 994:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.494755 20.874708 57.425071
31 2025-08-31 39.303669 20.398301 58.075186
32 2025-09-30 39.118747 21.397290 58.772665
33 2025-10-31 38.927662 20.156932 59.013645
34 2025-11-30 38.742740 19.688583 56.431316
13:57:09 - cmdstanpy - INFO - Chain [1] start processing 13:57:09 - cmdstanpy - INFO - Chain [1] done processing 13:57:10 - cmdstanpy - INFO - Chain [1] start processing 13:57:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 995:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.418376 27.874232 76.804999
31 2025-08-31 52.830036 26.658261 76.564880
32 2025-09-30 53.228416 30.476038 77.542078
33 2025-10-31 53.640075 32.020263 78.196347
34 2025-11-30 54.038455 30.307592 77.344640
Forecast for Africa and Product 996:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.546122 8.123950 49.141780
31 2025-08-31 28.137699 6.852117 47.100748
32 2025-09-30 27.742450 7.947031 46.989430
33 2025-10-31 27.334027 6.955979 47.306368
34 2025-11-30 26.938779 6.155671 47.570502
13:57:10 - cmdstanpy - INFO - Chain [1] start processing 13:57:10 - cmdstanpy - INFO - Chain [1] done processing 13:57:10 - cmdstanpy - INFO - Chain [1] start processing 13:57:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 997:
ds yhat yhat_lower yhat_upper
30 2025-07-31 14.769320 -4.043065 33.126321
31 2025-08-31 13.328199 -4.858504 31.741449
32 2025-09-30 11.933567 -5.770107 30.065804
33 2025-10-31 10.492446 -8.042767 28.142588
34 2025-11-30 9.097813 -7.992364 26.048015
Forecast for Africa and Product 998:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.364910 28.594820 66.263908
31 2025-08-31 47.705970 27.112097 65.180356
32 2025-09-30 48.036028 28.284571 66.717233
33 2025-10-31 48.377088 30.663200 68.316011
34 2025-11-30 48.707147 28.723868 66.351585
13:57:10 - cmdstanpy - INFO - Chain [1] start processing 13:57:10 - cmdstanpy - INFO - Chain [1] done processing 13:57:10 - cmdstanpy - INFO - Chain [1] start processing 13:57:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 999:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.359550 34.793403 62.149101
31 2025-08-31 48.854727 35.186889 62.601543
32 2025-09-30 49.333932 34.537154 63.311869
33 2025-10-31 49.829110 36.131752 65.161199
34 2025-11-30 50.308314 36.457291 65.479002
Forecast for Asia and Product 100:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.172542 6.281545 48.945772
31 2025-08-31 26.583032 5.297528 47.904995
32 2025-09-30 26.012538 3.467896 48.468428
33 2025-10-31 25.423028 4.754131 46.469638
34 2025-11-30 24.852534 3.034512 46.144958
13:57:10 - cmdstanpy - INFO - Chain [1] start processing 13:57:11 - cmdstanpy - INFO - Chain [1] done processing 13:57:11 - cmdstanpy - INFO - Chain [1] start processing 13:57:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 101:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.480259 9.182257 48.900372
31 2025-08-31 28.825644 8.034756 48.875053
32 2025-09-30 28.192145 9.548581 47.515726
33 2025-10-31 27.537530 6.595031 48.285376
34 2025-11-30 26.904032 6.064417 46.908978
Forecast for Asia and Product 102:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.660949 6.115539 52.441437
31 2025-08-31 29.151303 7.490408 52.262045
32 2025-09-30 28.658097 5.289184 51.378781
33 2025-10-31 28.148451 6.818637 51.685436
34 2025-11-30 27.655245 3.483661 49.463890
13:57:11 - cmdstanpy - INFO - Chain [1] start processing 13:57:11 - cmdstanpy - INFO - Chain [1] done processing 13:57:11 - cmdstanpy - INFO - Chain [1] start processing 13:57:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 103:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.636103 21.033551 55.990979
31 2025-08-31 38.733886 21.435228 57.172102
32 2025-09-30 38.828516 19.881119 56.073310
33 2025-10-31 38.926299 21.574880 57.636489
34 2025-11-30 39.020928 22.002541 58.823845
Forecast for Asia and Product 104:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.811366 19.783600 49.750966
31 2025-08-31 35.407703 21.352801 50.581612
32 2025-09-30 35.017062 20.448644 49.681103
33 2025-10-31 34.613399 20.462383 49.976168
34 2025-11-30 34.222758 19.264204 47.849520
13:57:11 - cmdstanpy - INFO - Chain [1] start processing 13:57:11 - cmdstanpy - INFO - Chain [1] done processing 13:57:11 - cmdstanpy - INFO - Chain [1] start processing 13:57:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 105:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.759161 17.755422 66.676093
31 2025-08-31 41.661042 14.791113 65.313729
32 2025-09-30 41.566088 16.651825 66.312065
33 2025-10-31 41.467969 15.772905 66.797144
34 2025-11-30 41.373016 16.019193 65.642753
Forecast for Asia and Product 106:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.493781 23.623951 57.669738
31 2025-08-31 41.534366 24.008346 57.456202
32 2025-09-30 41.573642 23.973640 57.298274
33 2025-10-31 41.614227 24.459375 58.147985
34 2025-11-30 41.653503 26.247481 57.730545
13:57:12 - cmdstanpy - INFO - Chain [1] start processing 13:57:12 - cmdstanpy - INFO - Chain [1] done processing 13:57:12 - cmdstanpy - INFO - Chain [1] start processing 13:57:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 107:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.764971 12.877694 60.409114
31 2025-08-31 35.687673 12.591953 61.007035
32 2025-09-30 35.612868 10.942342 59.044197
33 2025-10-31 35.535570 10.172256 60.396431
34 2025-11-30 35.460766 11.967807 58.439106
Forecast for Asia and Product 108:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.782326 12.703961 51.797917
31 2025-08-31 31.447716 12.053156 50.317384
32 2025-09-30 31.123900 11.995438 49.880582
33 2025-10-31 30.789290 11.903946 51.407121
34 2025-11-30 30.465474 12.446998 49.738184
13:57:12 - cmdstanpy - INFO - Chain [1] start processing 13:57:12 - cmdstanpy - INFO - Chain [1] done processing 13:57:12 - cmdstanpy - INFO - Chain [1] start processing 13:57:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 109:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.532941 17.794268 63.658924
31 2025-08-31 39.519518 18.175111 64.227207
32 2025-09-30 39.506529 14.925196 61.154749
33 2025-10-31 39.493106 15.493638 62.478952
34 2025-11-30 39.480117 13.209891 64.606903
Forecast for Asia and Product 110:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.177872 11.218071 47.443498
31 2025-08-31 29.673820 11.299458 47.736581
32 2025-09-30 29.186028 12.240090 46.939239
33 2025-10-31 28.681976 10.046317 46.246887
34 2025-11-30 28.194184 8.596455 45.332494
13:57:12 - cmdstanpy - INFO - Chain [1] start processing 13:57:12 - cmdstanpy - INFO - Chain [1] done processing 13:57:12 - cmdstanpy - INFO - Chain [1] start processing 13:57:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 111:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.084399 17.299874 59.885788
31 2025-08-31 37.858681 16.792909 58.648135
32 2025-09-30 37.640243 16.555020 59.487123
33 2025-10-31 37.414525 17.336380 58.472526
34 2025-11-30 37.196087 16.430816 58.989581
Forecast for Asia and Product 112:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.082116 22.564444 58.039016
31 2025-08-31 40.193846 22.839738 58.361644
32 2025-09-30 40.301971 21.931285 57.891540
33 2025-10-31 40.413701 22.758470 58.618605
34 2025-11-30 40.521827 21.954441 58.952051
13:57:13 - cmdstanpy - INFO - Chain [1] start processing 13:57:13 - cmdstanpy - INFO - Chain [1] done processing 13:57:13 - cmdstanpy - INFO - Chain [1] start processing 13:57:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 113:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.335794 12.216478 42.802887
31 2025-08-31 26.499255 11.006190 42.369046
32 2025-09-30 25.689701 10.163544 40.992259
33 2025-10-31 24.853162 8.472329 40.013197
34 2025-11-30 24.043609 8.347311 39.620438
Forecast for Asia and Product 114:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.308579 1.437615 46.957895
31 2025-08-31 23.355184 0.829684 47.008309
32 2025-09-30 22.432543 -1.897946 43.723173
33 2025-10-31 21.479147 -3.171079 43.677206
34 2025-11-30 20.556506 -2.365426 44.209539
13:57:13 - cmdstanpy - INFO - Chain [1] start processing 13:57:13 - cmdstanpy - INFO - Chain [1] done processing 13:57:13 - cmdstanpy - INFO - Chain [1] start processing 13:57:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 115:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.958728 15.305583 45.854672
31 2025-08-31 30.716330 16.940117 46.108586
32 2025-09-30 30.481751 15.158272 44.325996
33 2025-10-31 30.239353 15.291357 45.058589
34 2025-11-30 30.004774 14.410056 45.043685
Forecast for Asia and Product 116:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.508156 27.353050 68.405713
31 2025-08-31 48.885910 30.644801 69.573603
32 2025-09-30 49.251478 29.875311 67.773291
33 2025-10-31 49.629232 30.277218 69.698601
34 2025-11-30 49.994800 30.049052 70.991764
13:57:13 - cmdstanpy - INFO - Chain [1] start processing 13:57:13 - cmdstanpy - INFO - Chain [1] done processing 13:57:14 - cmdstanpy - INFO - Chain [1] start processing 13:57:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 117:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.493198 26.008878 60.379132
31 2025-08-31 43.748457 27.532949 61.361090
32 2025-09-30 43.995483 26.713415 60.301074
33 2025-10-31 44.250742 27.234052 59.064533
34 2025-11-30 44.497768 27.373450 61.419251
Forecast for Asia and Product 118:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.608677 13.854814 60.049155
31 2025-08-31 35.301268 12.993866 59.406540
32 2025-09-30 35.003775 11.164237 58.728735
33 2025-10-31 34.696365 11.015435 56.808451
34 2025-11-30 34.398872 11.211055 58.622544
13:57:14 - cmdstanpy - INFO - Chain [1] start processing 13:57:14 - cmdstanpy - INFO - Chain [1] done processing 13:57:14 - cmdstanpy - INFO - Chain [1] start processing 13:57:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 119:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.505490 12.983217 41.845657
31 2025-08-31 26.890771 11.418037 43.264297
32 2025-09-30 26.295882 9.956736 41.082003
33 2025-10-31 25.681163 10.214383 41.056100
34 2025-11-30 25.086274 10.984167 41.159093
Forecast for Asia and Product 120:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.417832 36.221680 77.883487
31 2025-08-31 58.101038 37.028370 79.232290
32 2025-09-30 58.762206 37.075466 79.408260
33 2025-10-31 59.445412 37.044009 79.871800
34 2025-11-30 60.106580 39.518347 81.032830
13:57:14 - cmdstanpy - INFO - Chain [1] start processing 13:57:14 - cmdstanpy - INFO - Chain [1] done processing 13:57:14 - cmdstanpy - INFO - Chain [1] start processing 13:57:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 121:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.740228 5.888315 51.945622
31 2025-08-31 29.125281 5.886275 51.951084
32 2025-09-30 28.530171 5.574066 50.739916
33 2025-10-31 27.915224 5.195050 51.089560
34 2025-11-30 27.320114 4.366376 49.802501
Forecast for Asia and Product 122:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.422732 41.491854 75.983396
31 2025-08-31 59.496497 42.325056 76.952400
32 2025-09-30 60.535625 43.465924 78.008437
33 2025-10-31 61.609391 43.533852 79.881934
34 2025-11-30 62.648519 44.723966 81.553884
13:57:14 - cmdstanpy - INFO - Chain [1] start processing 13:57:14 - cmdstanpy - INFO - Chain [1] done processing 13:57:15 - cmdstanpy - INFO - Chain [1] start processing 13:57:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 123:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.951874 22.157974 68.065372
31 2025-08-31 46.035611 24.218703 67.188897
32 2025-09-30 46.116646 22.246468 69.499708
33 2025-10-31 46.200383 22.013853 69.571537
34 2025-11-30 46.281418 25.698066 71.154077
Forecast for Asia and Product 124:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.182774 11.938716 43.306693
31 2025-08-31 27.577663 13.487112 43.337436
32 2025-09-30 26.992072 12.092552 40.948765
33 2025-10-31 26.386961 10.598008 41.248237
34 2025-11-30 25.801370 10.082849 39.241752
13:57:15 - cmdstanpy - INFO - Chain [1] start processing 13:57:15 - cmdstanpy - INFO - Chain [1] done processing 13:57:15 - cmdstanpy - INFO - Chain [1] start processing 13:57:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 125:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.377477 37.097372 67.448621
31 2025-08-31 54.043324 40.108809 70.968484
32 2025-09-30 54.687692 39.070906 69.273099
33 2025-10-31 55.353538 39.730556 71.059392
34 2025-11-30 55.997906 40.063609 72.226526
Forecast for Asia and Product 126:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.773287 4.195656 44.457103
31 2025-08-31 22.915715 3.721436 42.362795
32 2025-09-30 22.085807 1.248814 42.827194
33 2025-10-31 21.228235 2.008713 40.147940
34 2025-11-30 20.398327 -1.899242 40.420012
13:57:15 - cmdstanpy - INFO - Chain [1] start processing 13:57:15 - cmdstanpy - INFO - Chain [1] done processing 13:57:15 - cmdstanpy - INFO - Chain [1] start processing 13:57:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 127:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.489896 17.850340 50.048087
31 2025-08-31 34.181039 18.256487 49.241611
32 2025-09-30 33.882145 17.784232 50.634121
33 2025-10-31 33.573288 17.012202 49.641465
34 2025-11-30 33.274394 15.956126 48.808615
Forecast for Asia and Product 128:
ds yhat yhat_lower yhat_upper
29 2025-07-31 42.983763 21.890233 64.342210
30 2025-08-31 42.968817 21.028931 62.320639
31 2025-09-30 42.954353 21.883430 63.577140
32 2025-10-31 42.939407 21.748418 61.473355
33 2025-11-30 42.924943 21.784564 65.900350
13:57:15 - cmdstanpy - INFO - Chain [1] start processing 13:57:16 - cmdstanpy - INFO - Chain [1] done processing 13:57:16 - cmdstanpy - INFO - Chain [1] start processing 13:57:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 129:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.335752 14.474665 46.920313
31 2025-08-31 31.083684 16.663026 47.682806
32 2025-09-30 30.839747 15.477120 45.335116
33 2025-10-31 30.587679 14.967284 47.767715
34 2025-11-30 30.343742 14.523725 45.591752
Forecast for Asia and Product 130:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.236539 13.578112 54.191951
31 2025-08-31 33.857726 14.475540 52.212361
32 2025-09-30 33.491134 14.774467 53.549116
33 2025-10-31 33.112322 13.999745 52.187394
34 2025-11-30 32.745729 13.534797 52.199065
13:57:16 - cmdstanpy - INFO - Chain [1] start processing 13:57:16 - cmdstanpy - INFO - Chain [1] done processing 13:57:16 - cmdstanpy - INFO - Chain [1] start processing 13:57:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 131:
ds yhat yhat_lower yhat_upper
29 2025-07-31 25.850445 8.868437 41.940946
30 2025-08-31 25.247414 9.618515 41.284659
31 2025-09-30 24.663836 8.128131 40.880885
32 2025-10-31 24.060806 7.894437 40.544423
33 2025-11-30 23.477228 6.766707 39.729127
Forecast for Asia and Product 132:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.059057 30.169524 63.613485
31 2025-08-31 47.484456 30.455277 65.508901
32 2025-09-30 47.896134 29.670165 64.670418
33 2025-10-31 48.321533 31.161412 67.176535
34 2025-11-30 48.733210 32.109774 65.911904
13:57:16 - cmdstanpy - INFO - Chain [1] start processing 13:57:16 - cmdstanpy - INFO - Chain [1] done processing 13:57:16 - cmdstanpy - INFO - Chain [1] start processing 13:57:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 133:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.589542 3.655954 64.912888
31 2025-08-31 32.819768 2.021874 62.699696
32 2025-09-30 32.074826 4.114849 62.065411
33 2025-10-31 31.305052 0.255220 60.936484
34 2025-11-30 30.560110 0.696338 59.862617
Forecast for Asia and Product 134:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.990303 11.200373 59.406407
31 2025-08-31 36.903663 11.662139 61.099236
32 2025-09-30 36.819817 12.847425 61.154184
33 2025-10-31 36.733176 12.517814 62.199307
34 2025-11-30 36.649330 13.741446 59.782463
13:57:17 - cmdstanpy - INFO - Chain [1] start processing 13:57:17 - cmdstanpy - INFO - Chain [1] done processing 13:57:17 - cmdstanpy - INFO - Chain [1] start processing 13:57:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 135:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.026762 5.310216 45.069084
31 2025-08-31 25.725150 6.317844 46.157928
32 2025-09-30 25.433268 4.481156 45.685539
33 2025-10-31 25.131656 3.197496 44.807526
34 2025-11-30 24.839774 4.303742 46.091303
Forecast for Asia and Product 136:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.429833 19.220019 53.481701
31 2025-08-31 35.302308 18.412169 51.614216
32 2025-09-30 35.178898 17.476050 51.583647
33 2025-10-31 35.051373 18.100776 51.904211
34 2025-11-30 34.927962 18.105432 50.815905
13:57:17 - cmdstanpy - INFO - Chain [1] start processing 13:57:17 - cmdstanpy - INFO - Chain [1] done processing 13:57:17 - cmdstanpy - INFO - Chain [1] start processing 13:57:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 137:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.029830 31.088229 70.289732
31 2025-08-31 50.612264 31.615084 69.479786
32 2025-09-30 51.175910 31.968254 68.461219
33 2025-10-31 51.758344 32.253128 71.439686
34 2025-11-30 52.321990 33.111685 69.972005
Forecast for Asia and Product 138:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.466911 16.228105 52.369519
31 2025-08-31 35.139656 16.596404 53.933741
32 2025-09-30 34.822957 16.069640 53.872211
33 2025-10-31 34.495701 15.643026 53.194258
34 2025-11-30 34.179002 14.303620 52.270587
13:57:17 - cmdstanpy - INFO - Chain [1] start processing 13:57:17 - cmdstanpy - INFO - Chain [1] done processing 13:57:18 - cmdstanpy - INFO - Chain [1] start processing 13:57:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 139:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.948032 29.483990 68.573127
31 2025-08-31 49.290231 30.959073 68.068449
32 2025-09-30 49.621391 31.367962 68.310027
33 2025-10-31 49.963589 30.417847 68.265056
34 2025-11-30 50.294749 31.838120 68.134744
Forecast for Asia and Product 140:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.277729 20.493830 60.097836
31 2025-08-31 40.115676 20.831960 60.033994
32 2025-09-30 39.958850 20.703756 58.857962
33 2025-10-31 39.796797 19.756460 57.814787
34 2025-11-30 39.639971 21.436588 58.720794
13:57:18 - cmdstanpy - INFO - Chain [1] start processing 13:57:18 - cmdstanpy - INFO - Chain [1] done processing 13:57:18 - cmdstanpy - INFO - Chain [1] start processing 13:57:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 141:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.035621 18.055229 54.585695
31 2025-08-31 35.846052 18.353670 53.887188
32 2025-09-30 35.662597 17.219323 53.834183
33 2025-10-31 35.473027 16.662716 54.581753
34 2025-11-30 35.289572 15.831239 53.455867
Forecast for Asia and Product 142:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.089301 15.946329 67.504931
31 2025-08-31 41.315023 14.997520 65.736176
32 2025-09-30 41.533464 16.149908 66.759441
33 2025-10-31 41.759186 15.733361 67.337329
34 2025-11-30 41.977627 15.962784 69.722628
13:57:18 - cmdstanpy - INFO - Chain [1] start processing 13:57:18 - cmdstanpy - INFO - Chain [1] done processing 13:57:18 - cmdstanpy - INFO - Chain [1] start processing 13:57:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 143:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.267835 13.373589 44.235133
31 2025-08-31 28.882384 13.228699 43.669265
32 2025-09-30 28.509367 13.025731 43.504981
33 2025-10-31 28.123916 13.095747 42.661151
34 2025-11-30 27.750899 12.489657 42.048195
Forecast for Asia and Product 144:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.391620 18.085209 50.977533
31 2025-08-31 34.238909 18.740219 50.961361
32 2025-09-30 34.091123 17.737518 49.551616
33 2025-10-31 33.938411 16.706409 50.381743
34 2025-11-30 33.790626 17.977652 49.759776
13:57:18 - cmdstanpy - INFO - Chain [1] start processing 13:57:19 - cmdstanpy - INFO - Chain [1] done processing 13:57:19 - cmdstanpy - INFO - Chain [1] start processing 13:57:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 145:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.106507 5.493167 49.453374
31 2025-08-31 26.371353 6.918640 47.504674
32 2025-09-30 25.659913 5.361711 46.321909
33 2025-10-31 24.924759 2.874173 47.757383
34 2025-11-30 24.213319 2.032098 44.913302
Forecast for Asia and Product 146:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.638248 15.087041 51.623314
31 2025-08-31 33.290514 13.729133 51.950698
32 2025-09-30 32.953997 14.888065 50.515585
33 2025-10-31 32.606263 14.900147 49.639822
34 2025-11-30 32.269747 13.218817 51.572470
13:57:19 - cmdstanpy - INFO - Chain [1] start processing 13:57:19 - cmdstanpy - INFO - Chain [1] done processing 13:57:19 - cmdstanpy - INFO - Chain [1] start processing 13:57:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 147:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.413264 24.326980 57.147079
31 2025-08-31 40.396323 25.429644 56.319384
32 2025-09-30 40.379928 24.014365 55.945020
33 2025-10-31 40.362987 23.928295 57.305578
34 2025-11-30 40.346593 25.837062 56.932992
Forecast for Asia and Product 148:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.677589 22.364278 61.835040
31 2025-08-31 41.988922 22.562373 61.011459
32 2025-09-30 42.290211 23.252686 61.519151
33 2025-10-31 42.601544 22.925219 61.697864
34 2025-11-30 42.902834 24.714994 62.392984
13:57:19 - cmdstanpy - INFO - Chain [1] start processing 13:57:19 - cmdstanpy - INFO - Chain [1] done processing 13:57:19 - cmdstanpy - INFO - Chain [1] start processing 13:57:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 149:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.424903 4.570923 48.450673
31 2025-08-31 24.993463 2.010344 45.393746
32 2025-09-30 24.575940 3.496666 45.930968
33 2025-10-31 24.144499 0.767569 45.356346
34 2025-11-30 23.726976 2.748267 46.484428
Forecast for Asia and Product 150:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.052652 0.637933 37.997966
31 2025-08-31 19.175985 2.623277 37.041556
32 2025-09-30 18.327597 0.900408 36.707592
33 2025-10-31 17.450930 -2.309392 37.870196
34 2025-11-30 16.602543 -1.204386 34.578980
13:57:19 - cmdstanpy - INFO - Chain [1] start processing 13:57:20 - cmdstanpy - INFO - Chain [1] done processing 13:57:20 - cmdstanpy - INFO - Chain [1] start processing 13:57:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 151:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.173887 9.136244 39.415477
31 2025-08-31 23.563905 8.080134 38.738659
32 2025-09-30 22.973600 7.640300 38.695890
33 2025-10-31 22.363617 6.883246 37.323851
34 2025-11-30 21.773312 6.786106 36.379267
Forecast for Asia and Product 152:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.529702 16.026685 53.252714
31 2025-08-31 35.377678 16.838095 54.279298
32 2025-09-30 35.230557 15.261156 54.444539
33 2025-10-31 35.078532 17.364854 53.660448
34 2025-11-30 34.931412 16.466827 52.470365
13:57:20 - cmdstanpy - INFO - Chain [1] start processing 13:57:20 - cmdstanpy - INFO - Chain [1] done processing 13:57:20 - cmdstanpy - INFO - Chain [1] start processing 13:57:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 153:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.149867 18.157627 57.795056
31 2025-08-31 37.922732 17.896419 57.792362
32 2025-09-30 37.702924 16.187327 58.448013
33 2025-10-31 37.475790 17.969499 58.883056
34 2025-11-30 37.255982 17.357476 57.742031
Forecast for Asia and Product 154:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.382350 17.131741 65.335018
31 2025-08-31 41.398406 15.662522 68.776362
32 2025-09-30 41.413943 16.826003 67.396669
33 2025-10-31 41.429999 16.855566 68.351739
34 2025-11-30 41.445536 15.389996 68.381121
13:57:20 - cmdstanpy - INFO - Chain [1] start processing 13:57:20 - cmdstanpy - INFO - Chain [1] done processing 13:57:20 - cmdstanpy - INFO - Chain [1] start processing 13:57:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 155:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.100033 16.757103 62.028468
31 2025-08-31 39.180955 18.543964 60.401430
32 2025-09-30 39.259267 18.101540 60.380896
33 2025-10-31 39.340189 16.430167 60.536570
34 2025-11-30 39.418501 17.831909 60.520771
Forecast for Asia and Product 156:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.662592 7.900760 56.260487
31 2025-08-31 31.399971 7.340687 55.020355
32 2025-09-30 31.145822 8.399106 57.107830
33 2025-10-31 30.883201 7.082372 54.361926
34 2025-11-30 30.629051 8.816762 52.778240
13:57:21 - cmdstanpy - INFO - Chain [1] start processing 13:57:21 - cmdstanpy - INFO - Chain [1] done processing 13:57:21 - cmdstanpy - INFO - Chain [1] start processing 13:57:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 157:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.650640 23.441014 60.023126
31 2025-08-31 42.821108 24.460954 59.987221
32 2025-09-30 42.986077 25.721435 60.687611
33 2025-10-31 43.156545 23.868782 62.007448
34 2025-11-30 43.321514 24.141907 62.924392
Forecast for Asia and Product 158:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.573579 28.061964 69.648797
31 2025-08-31 50.254577 30.045912 69.296665
32 2025-09-30 50.913608 31.014501 72.894591
33 2025-10-31 51.594607 31.124873 73.095794
34 2025-11-30 52.253637 30.277572 72.592676
13:57:21 - cmdstanpy - INFO - Chain [1] start processing 13:57:21 - cmdstanpy - INFO - Chain [1] done processing 13:57:21 - cmdstanpy - INFO - Chain [1] start processing 13:57:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 159:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.345478 13.024010 53.204229
31 2025-08-31 31.754231 11.063903 51.992847
32 2025-09-30 31.182057 9.487052 52.215375
33 2025-10-31 30.590811 9.241413 52.254072
34 2025-11-30 30.018637 9.004514 52.260800
Forecast for Asia and Product 160:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.346874 26.405607 60.544336
31 2025-08-31 43.253712 25.688382 61.158605
32 2025-09-30 43.163554 25.196200 61.978493
33 2025-10-31 43.070392 24.820160 60.427965
34 2025-11-30 42.980234 25.536144 60.598946
13:57:21 - cmdstanpy - INFO - Chain [1] start processing 13:57:21 - cmdstanpy - INFO - Chain [1] done processing 13:57:21 - cmdstanpy - INFO - Chain [1] start processing 13:57:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 161:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.444878 26.658544 55.713098
31 2025-08-31 41.354558 27.398780 56.207142
32 2025-09-30 41.267153 26.090289 55.268675
33 2025-10-31 41.176833 27.333864 55.143613
34 2025-11-30 41.089427 27.136277 55.832656
Forecast for Asia and Product 162:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.735744 23.466115 53.525921
31 2025-08-31 38.645066 24.054154 52.916683
32 2025-09-30 38.557313 23.929303 53.254671
33 2025-10-31 38.466635 24.841433 54.026617
34 2025-11-30 38.378882 23.033087 52.696169
13:57:22 - cmdstanpy - INFO - Chain [1] start processing 13:57:22 - cmdstanpy - INFO - Chain [1] done processing 13:57:22 - cmdstanpy - INFO - Chain [1] start processing 13:57:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 163:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.870265 7.135985 49.729194
31 2025-08-31 28.434692 9.032309 48.071991
32 2025-09-30 28.013171 8.017854 47.899337
33 2025-10-31 27.577598 6.980012 48.011025
34 2025-11-30 27.156076 7.869470 47.230115
Forecast for Asia and Product 164:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.667478 16.911883 59.802904
31 2025-08-31 38.682340 18.549990 59.497219
32 2025-09-30 38.696723 17.840117 58.602426
33 2025-10-31 38.711585 19.259706 57.872710
34 2025-11-30 38.725967 17.967851 57.556072
13:57:22 - cmdstanpy - INFO - Chain [1] start processing 13:57:22 - cmdstanpy - INFO - Chain [1] done processing 13:57:22 - cmdstanpy - INFO - Chain [1] start processing 13:57:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 165:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.825627 20.307608 56.960477
31 2025-08-31 37.559400 17.789719 56.106330
32 2025-09-30 37.301762 18.975059 55.097883
33 2025-10-31 37.035535 18.424761 55.062759
34 2025-11-30 36.777897 18.552573 56.795608
Forecast for Asia and Product 166:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.682189 19.453974 49.079781
31 2025-08-31 33.651692 18.908854 49.306734
32 2025-09-30 33.622179 17.542502 48.893341
33 2025-10-31 33.591682 18.767696 48.120930
34 2025-11-30 33.562169 18.672207 49.284228
13:57:22 - cmdstanpy - INFO - Chain [1] start processing 13:57:22 - cmdstanpy - INFO - Chain [1] done processing 13:57:22 - cmdstanpy - INFO - Chain [1] start processing 13:57:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 167:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.368085 -1.243385 47.396301
31 2025-08-31 21.262626 -3.623456 43.815420
32 2025-09-30 20.192826 -2.194720 44.344914
33 2025-10-31 19.087366 -7.125717 41.939176
34 2025-11-30 18.017566 -5.124814 40.480541
Forecast for Asia and Product 168:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.512183 41.676426 75.513588
31 2025-08-31 59.261880 40.323301 77.432656
32 2025-09-30 59.987394 43.805403 78.292168
33 2025-10-31 60.737092 43.546253 79.519615
34 2025-11-30 61.462606 42.559486 79.610414
13:57:23 - cmdstanpy - INFO - Chain [1] start processing 13:57:23 - cmdstanpy - INFO - Chain [1] done processing 13:57:23 - cmdstanpy - INFO - Chain [1] start processing 13:57:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 169:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.684361 15.052035 55.601440
31 2025-08-31 35.547294 14.816137 55.745751
32 2025-09-30 35.414648 15.479193 55.153331
33 2025-10-31 35.277581 16.023605 55.779756
34 2025-11-30 35.144935 15.830692 55.576487
Forecast for Asia and Product 170:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.120379 23.533097 64.440874
31 2025-08-31 44.268529 24.835721 65.134296
32 2025-09-30 44.411900 24.618793 64.838376
33 2025-10-31 44.560050 23.927472 65.370537
34 2025-11-30 44.703420 23.967742 63.818744
13:57:23 - cmdstanpy - INFO - Chain [1] start processing 13:57:23 - cmdstanpy - INFO - Chain [1] done processing 13:57:23 - cmdstanpy - INFO - Chain [1] start processing 13:57:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 171:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.813283 30.541017 70.128332
31 2025-08-31 50.083427 28.867444 69.844846
32 2025-09-30 50.344856 31.660064 70.846350
33 2025-10-31 50.615000 30.041153 71.835712
34 2025-11-30 50.876430 31.260569 70.769942
Forecast for Asia and Product 172:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.645792 0.399642 49.131735
31 2025-08-31 22.972743 1.036030 47.594313
32 2025-09-30 22.321404 0.674081 44.814260
33 2025-10-31 21.648355 -3.064226 44.751740
34 2025-11-30 20.997017 -4.352100 43.371360
13:57:23 - cmdstanpy - INFO - Chain [1] start processing 13:57:23 - cmdstanpy - INFO - Chain [1] done processing 13:57:24 - cmdstanpy - INFO - Chain [1] start processing 13:57:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 173:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.638416 22.066979 57.859033
31 2025-08-31 40.908754 24.599868 60.255974
32 2025-09-30 41.170371 22.138210 58.172173
33 2025-10-31 41.440709 24.339941 59.025009
34 2025-11-30 41.702326 24.675905 59.769707
Forecast for Asia and Product 174:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.238220 21.880750 54.944271
31 2025-08-31 38.321042 21.162174 56.541499
32 2025-09-30 38.401193 22.187385 57.009351
33 2025-10-31 38.484016 21.590651 55.950414
34 2025-11-30 38.564166 20.929107 56.399270
13:57:24 - cmdstanpy - INFO - Chain [1] start processing 13:57:24 - cmdstanpy - INFO - Chain [1] done processing 13:57:24 - cmdstanpy - INFO - Chain [1] start processing 13:57:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 175:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.816705 9.290391 45.816117
31 2025-08-31 26.163945 8.883342 45.380566
32 2025-09-30 25.532242 8.010712 42.352830
33 2025-10-31 24.879482 6.281186 42.607960
34 2025-11-30 24.247778 6.475949 42.939935
Forecast for Asia and Product 176:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.608234 15.057309 42.813129
31 2025-08-31 28.946538 14.676340 43.169148
32 2025-09-30 28.306186 13.552880 42.486017
33 2025-10-31 27.644490 12.724417 41.231699
34 2025-11-30 27.004138 13.151669 41.218299
13:57:24 - cmdstanpy - INFO - Chain [1] start processing 13:57:24 - cmdstanpy - INFO - Chain [1] done processing 13:57:24 - cmdstanpy - INFO - Chain [1] start processing 13:57:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 177:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.077759 24.619437 60.559829
31 2025-08-31 42.106694 24.246333 61.091618
32 2025-09-30 42.134696 23.937465 60.913552
33 2025-10-31 42.163631 24.227635 60.934187
34 2025-11-30 42.191633 23.172305 60.536546
Forecast for Asia and Product 178:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.585477 6.320194 39.062078
31 2025-08-31 22.700952 6.205715 38.575266
32 2025-09-30 21.844960 5.529846 37.816116
33 2025-10-31 20.960435 3.868545 38.332741
34 2025-11-30 20.104444 3.179779 37.128415
13:57:24 - cmdstanpy - INFO - Chain [1] start processing 13:57:24 - cmdstanpy - INFO - Chain [1] done processing 13:57:25 - cmdstanpy - INFO - Chain [1] start processing 13:57:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 179:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.117798 18.880553 64.629228
31 2025-08-31 41.063583 18.658966 63.316628
32 2025-09-30 41.011117 18.675854 63.815940
33 2025-10-31 40.956902 16.656164 62.969110
34 2025-11-30 40.904435 15.907216 64.174131
Forecast for Asia and Product 180:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.494416 17.236090 52.398671
31 2025-08-31 35.507044 17.963963 52.826658
32 2025-09-30 35.519264 18.036494 53.354495
33 2025-10-31 35.531892 18.308930 52.862216
34 2025-11-30 35.544112 17.309165 52.927362
13:57:25 - cmdstanpy - INFO - Chain [1] start processing 13:57:25 - cmdstanpy - INFO - Chain [1] done processing 13:57:25 - cmdstanpy - INFO - Chain [1] start processing 13:57:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 181:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.086582 11.205611 57.347443
31 2025-08-31 33.505219 9.646755 56.474709
32 2025-09-30 32.942609 9.895778 57.756390
33 2025-10-31 32.361246 8.535010 56.655617
34 2025-11-30 31.798636 9.261646 55.827728
Forecast for Asia and Product 182:
ds yhat yhat_lower yhat_upper
30 2025-07-31 63.092740 44.426916 80.122808
31 2025-08-31 64.137269 47.640920 80.474017
32 2025-09-30 65.148103 47.843353 81.246219
33 2025-10-31 66.192632 49.784517 84.555920
34 2025-11-30 67.203467 49.340493 83.523593
13:57:25 - cmdstanpy - INFO - Chain [1] start processing 13:57:25 - cmdstanpy - INFO - Chain [1] done processing 13:57:25 - cmdstanpy - INFO - Chain [1] start processing 13:57:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 183:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.152677 30.209365 63.503028
31 2025-08-31 46.552505 30.221870 63.035542
32 2025-09-30 46.939435 30.837498 63.739743
33 2025-10-31 47.339263 32.525955 62.813940
34 2025-11-30 47.726193 32.707295 64.793721
Forecast for Asia and Product 184:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.892938 9.181056 57.319791
31 2025-08-31 33.506838 9.683739 57.281598
32 2025-09-30 33.133193 9.189317 57.196436
33 2025-10-31 32.747093 10.404786 56.808169
34 2025-11-30 32.373448 8.162502 55.152255
13:57:26 - cmdstanpy - INFO - Chain [1] start processing 13:57:26 - cmdstanpy - INFO - Chain [1] done processing 13:57:26 - cmdstanpy - INFO - Chain [1] start processing 13:57:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 185:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.358335 22.227948 49.943854
31 2025-08-31 35.314451 20.719252 49.617641
32 2025-09-30 35.271984 20.631078 49.511522
33 2025-10-31 35.228100 21.606747 48.816576
34 2025-11-30 35.185632 21.377005 49.654641
Forecast for Asia and Product 186:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.255635 30.047640 56.786627
31 2025-08-31 44.689308 31.446017 57.955708
32 2025-09-30 45.108991 32.754570 59.189794
33 2025-10-31 45.542664 33.126313 58.793161
34 2025-11-30 45.962347 33.283509 58.839048
13:57:26 - cmdstanpy - INFO - Chain [1] start processing 13:57:26 - cmdstanpy - INFO - Chain [1] done processing 13:57:26 - cmdstanpy - INFO - Chain [1] start processing 13:57:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 187:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.158548 18.190726 56.578907
31 2025-08-31 38.110838 18.260089 57.553600
32 2025-09-30 38.064668 18.130144 57.259838
33 2025-10-31 38.016959 17.319263 57.174646
34 2025-11-30 37.970788 18.614866 57.942482
Forecast for Asia and Product 188:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.317196 24.916804 67.770665
31 2025-08-31 47.881795 26.492699 70.101472
32 2025-09-30 48.428181 25.559591 69.862396
33 2025-10-31 48.992780 28.783015 71.813812
34 2025-11-30 49.539166 27.115961 71.142656
13:57:26 - cmdstanpy - INFO - Chain [1] start processing 13:57:26 - cmdstanpy - INFO - Chain [1] done processing 13:57:26 - cmdstanpy - INFO - Chain [1] start processing 13:57:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 189:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.732060 27.232144 62.465094
31 2025-08-31 44.929096 29.004599 62.265709
32 2025-09-30 45.119776 27.530268 62.522567
33 2025-10-31 45.316812 27.276325 62.788450
34 2025-11-30 45.507491 28.967432 64.114427
Forecast for Asia and Product 190:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.852713 14.551809 54.152270
31 2025-08-31 34.721322 14.496812 54.674578
32 2025-09-30 34.594170 14.908127 55.360814
33 2025-10-31 34.462779 13.671385 53.535341
34 2025-11-30 34.335627 13.659745 54.660957
13:57:27 - cmdstanpy - INFO - Chain [1] start processing 13:57:27 - cmdstanpy - INFO - Chain [1] done processing 13:57:27 - cmdstanpy - INFO - Chain [1] start processing 13:57:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 191:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.834633 29.116079 53.702437
31 2025-08-31 41.598328 29.367733 54.594641
32 2025-09-30 41.369646 28.078298 54.761560
33 2025-10-31 41.133341 30.113245 53.060071
34 2025-11-30 40.904658 27.673805 52.286876
Forecast for Asia and Product 192:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.331031 21.997393 61.603211
31 2025-08-31 42.637492 22.381675 62.466925
32 2025-09-30 42.934068 22.570728 63.422473
33 2025-10-31 43.240529 24.994653 63.902550
34 2025-11-30 43.537105 23.216429 63.057197
13:57:27 - cmdstanpy - INFO - Chain [1] start processing 13:57:27 - cmdstanpy - INFO - Chain [1] done processing 13:57:27 - cmdstanpy - INFO - Chain [1] start processing 13:57:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 193:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.744978 21.714025 58.597399
31 2025-08-31 39.690741 19.895005 57.550493
32 2025-09-30 39.638253 21.638147 57.963348
33 2025-10-31 39.584016 21.313321 59.573711
34 2025-11-30 39.531528 19.237413 56.305168
Forecast for Asia and Product 194:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.124509 21.264593 46.322301
31 2025-08-31 32.721771 19.582437 46.482804
32 2025-09-30 32.332025 18.725281 45.338040
33 2025-10-31 31.929287 18.684539 45.415130
34 2025-11-30 31.539541 18.694552 44.537785
13:57:27 - cmdstanpy - INFO - Chain [1] start processing 13:57:27 - cmdstanpy - INFO - Chain [1] done processing 13:57:27 - cmdstanpy - INFO - Chain [1] start processing 13:57:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 195:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.201707 15.960821 50.543268
31 2025-08-31 33.006885 15.576909 50.365483
32 2025-09-30 32.818347 16.162370 49.434909
33 2025-10-31 32.623525 15.623897 48.883636
34 2025-11-30 32.434987 16.653286 49.013062
Forecast for Asia and Product 196:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.226656 5.795634 46.127012
31 2025-08-31 25.733356 6.060661 45.152260
32 2025-09-30 25.255969 6.049630 44.461616
33 2025-10-31 24.762668 3.787691 45.114229
34 2025-11-30 24.285281 2.914751 43.590621
13:57:28 - cmdstanpy - INFO - Chain [1] start processing 13:57:28 - cmdstanpy - INFO - Chain [1] done processing 13:57:28 - cmdstanpy - INFO - Chain [1] start processing 13:57:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 197:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.697710 30.573638 70.008722
31 2025-08-31 51.358584 31.259072 71.453350
32 2025-09-30 51.998139 33.217378 70.270425
33 2025-10-31 52.659013 34.084649 71.607790
34 2025-11-30 53.298569 33.953700 71.643335
Forecast for Asia and Product 198:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.673182 21.955347 57.302880
31 2025-08-31 39.778566 22.474273 57.715333
32 2025-09-30 39.880551 22.618865 56.754732
33 2025-10-31 39.985935 22.721378 57.792547
34 2025-11-30 40.087920 23.291739 57.252417
13:57:28 - cmdstanpy - INFO - Chain [1] start processing 13:57:28 - cmdstanpy - INFO - Chain [1] done processing 13:57:28 - cmdstanpy - INFO - Chain [1] start processing 13:57:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 199:
ds yhat yhat_lower yhat_upper
29 2025-07-31 41.858883 22.020445 64.142490
30 2025-08-31 42.131786 20.951164 64.226695
31 2025-09-30 42.395886 22.478583 62.997174
32 2025-10-31 42.668790 21.469376 63.111493
33 2025-11-30 42.932890 21.872747 64.709433
Forecast for Asia and Product 200:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.762142 29.170644 73.109379
31 2025-08-31 52.064288 30.421166 74.523317
32 2025-09-30 52.356687 30.436501 75.643655
33 2025-10-31 52.658832 29.387462 74.625846
34 2025-11-30 52.951231 29.792708 75.785502
13:57:28 - cmdstanpy - INFO - Chain [1] start processing 13:57:28 - cmdstanpy - INFO - Chain [1] done processing 13:57:28 - cmdstanpy - INFO - Chain [1] start processing 13:57:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 201:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.098112 16.507643 59.170466
31 2025-08-31 35.931366 13.179460 58.030150
32 2025-09-30 35.769998 15.339314 57.762736
33 2025-10-31 35.603252 14.409448 56.223626
34 2025-11-30 35.441885 12.223632 58.478948
Forecast for Asia and Product 202:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.685979 2.942734 47.277081
31 2025-08-31 24.955828 4.492227 45.864974
32 2025-09-30 24.249231 2.883167 45.225116
33 2025-10-31 23.519080 2.946045 43.069660
34 2025-11-30 22.812482 0.427179 43.879867
13:57:29 - cmdstanpy - INFO - Chain [1] start processing 13:57:29 - cmdstanpy - INFO - Chain [1] done processing 13:57:29 - cmdstanpy - INFO - Chain [1] start processing 13:57:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 203:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.364613 29.440446 73.336718
31 2025-08-31 53.131989 31.901497 75.478741
32 2025-09-30 53.874612 32.465742 75.435620
33 2025-10-31 54.641989 33.718069 75.258020
34 2025-11-30 55.384611 33.905625 75.497292
Forecast for Asia and Product 204:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.398136 23.082778 55.876400
31 2025-08-31 38.335821 22.216315 55.620464
32 2025-09-30 38.275517 20.408454 55.333793
33 2025-10-31 38.213202 20.650493 55.931035
34 2025-11-30 38.152898 23.508437 55.203823
13:57:29 - cmdstanpy - INFO - Chain [1] start processing 13:57:29 - cmdstanpy - INFO - Chain [1] done processing 13:57:29 - cmdstanpy - INFO - Chain [1] start processing 13:57:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 205:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.396032 36.000392 80.238249
31 2025-08-31 58.109627 35.560338 80.886225
32 2025-09-30 58.800202 35.683076 80.632018
33 2025-10-31 59.513797 36.403742 85.596515
34 2025-11-30 60.204373 37.629161 83.103308
Forecast for Asia and Product 206:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.503397 26.762022 63.351183
31 2025-08-31 44.778751 25.894617 64.658188
32 2025-09-30 45.045224 26.383019 62.870423
33 2025-10-31 45.320578 25.443084 63.870518
34 2025-11-30 45.587051 26.341439 64.879816
13:57:29 - cmdstanpy - INFO - Chain [1] start processing 13:57:29 - cmdstanpy - INFO - Chain [1] done processing 13:57:30 - cmdstanpy - INFO - Chain [1] start processing 13:57:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 207:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.561322 15.682200 42.327865
31 2025-08-31 27.869233 13.958925 40.837642
32 2025-09-30 27.199468 13.974559 40.119857
33 2025-10-31 26.507378 14.028538 40.555184
34 2025-11-30 25.837614 11.326378 38.181021
Forecast for Asia and Product 208:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.080646 39.127698 77.784183
31 2025-08-31 58.863335 37.329262 78.222343
32 2025-09-30 59.620777 39.594835 79.348083
33 2025-10-31 60.403466 41.441355 79.493699
34 2025-11-30 61.160908 41.603994 80.594626
13:57:30 - cmdstanpy - INFO - Chain [1] start processing 13:57:30 - cmdstanpy - INFO - Chain [1] done processing 13:57:30 - cmdstanpy - INFO - Chain [1] start processing 13:57:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 209:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.031288 6.464372 47.730043
31 2025-08-31 25.237718 4.126063 44.677755
32 2025-09-30 24.469747 4.904277 45.047477
33 2025-10-31 23.676177 2.578679 41.937580
34 2025-11-30 22.908206 1.807689 42.531283
Forecast for Asia and Product 210:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.274797 12.494057 57.529662
31 2025-08-31 35.976727 9.707245 58.600492
32 2025-09-30 35.688273 12.196207 59.763171
33 2025-10-31 35.390203 11.805907 58.271490
34 2025-11-30 35.101749 9.630167 59.150042
13:57:30 - cmdstanpy - INFO - Chain [1] start processing 13:57:30 - cmdstanpy - INFO - Chain [1] done processing 13:57:30 - cmdstanpy - INFO - Chain [1] start processing 13:57:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 211:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.713025 21.506753 49.092311
31 2025-08-31 35.380905 22.103178 49.777232
32 2025-09-30 35.059499 22.190218 49.605354
33 2025-10-31 34.727379 20.389036 48.387162
34 2025-11-30 34.405973 20.851579 48.163052
Forecast for Asia and Product 212:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.065618 30.678507 68.020817
31 2025-08-31 48.474726 29.718037 67.837088
32 2025-09-30 48.870637 30.373507 68.587132
33 2025-10-31 49.279746 30.623945 68.133166
34 2025-11-30 49.675657 30.357867 68.332240
13:57:30 - cmdstanpy - INFO - Chain [1] start processing 13:57:30 - cmdstanpy - INFO - Chain [1] done processing 13:57:31 - cmdstanpy - INFO - Chain [1] start processing 13:57:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 213:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.332320 22.227526 67.670454
31 2025-08-31 44.252108 20.801365 66.130227
32 2025-09-30 44.174483 21.922638 65.261492
33 2025-10-31 44.094271 21.804942 66.556814
34 2025-11-30 44.016646 21.300540 66.003021
Forecast for Asia and Product 214:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.961545 11.351451 59.546339
31 2025-08-31 35.624098 11.161548 60.550426
32 2025-09-30 35.297537 8.567828 61.896104
33 2025-10-31 34.960090 10.785769 60.468791
34 2025-11-30 34.633529 8.877752 60.016484
13:57:31 - cmdstanpy - INFO - Chain [1] start processing 13:57:31 - cmdstanpy - INFO - Chain [1] done processing 13:57:31 - cmdstanpy - INFO - Chain [1] start processing 13:57:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 215:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.063588 17.279610 56.095309
31 2025-08-31 36.904295 16.139964 56.173720
32 2025-09-30 36.750139 16.772355 55.983175
33 2025-10-31 36.590845 16.953669 55.404221
34 2025-11-30 36.436690 16.373365 54.955792
Forecast for Asia and Product 216:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.567863 23.107950 61.534342
31 2025-08-31 40.795220 22.123743 58.711362
32 2025-09-30 41.015242 21.893230 58.661214
33 2025-10-31 41.242598 22.285133 60.190813
34 2025-11-30 41.462620 22.078767 59.656026
13:57:31 - cmdstanpy - INFO - Chain [1] start processing 13:57:31 - cmdstanpy - INFO - Chain [1] done processing 13:57:31 - cmdstanpy - INFO - Chain [1] start processing 13:57:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 217:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.28817 15.580688 54.176398
31 2025-08-31 35.06156 16.530262 55.170338
32 2025-09-30 34.84226 14.809398 53.902959
33 2025-10-31 34.61565 15.153670 53.387405
34 2025-11-30 34.39635 16.148402 53.672553
Forecast for Asia and Product 218:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.470271 16.312621 51.226648
31 2025-08-31 34.260238 17.179058 52.289696
32 2025-09-30 34.056979 17.315321 49.520569
33 2025-10-31 33.846946 16.540702 50.033383
34 2025-11-30 33.643688 18.254231 50.847174
13:57:31 - cmdstanpy - INFO - Chain [1] start processing 13:57:31 - cmdstanpy - INFO - Chain [1] done processing 13:57:32 - cmdstanpy - INFO - Chain [1] start processing 13:57:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 219:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.347455 26.874021 69.234918
31 2025-08-31 48.798561 28.402870 68.406358
32 2025-09-30 49.235115 28.263286 70.419958
33 2025-10-31 49.686220 27.528788 69.036127
34 2025-11-30 50.122774 28.577234 72.155590
Forecast for Asia and Product 220:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.895706 4.872210 44.067685
31 2025-08-31 24.246723 4.569854 44.306957
32 2025-09-30 23.618674 3.092626 43.627625
33 2025-10-31 22.969690 3.488783 43.548177
34 2025-11-30 22.341642 1.441688 41.339609
13:57:32 - cmdstanpy - INFO - Chain [1] start processing 13:57:32 - cmdstanpy - INFO - Chain [1] done processing 13:57:32 - cmdstanpy - INFO - Chain [1] start processing 13:57:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 221:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.410750 15.713280 62.996810
31 2025-08-31 39.510639 15.990380 62.661457
32 2025-09-30 39.607306 17.322101 63.597051
33 2025-10-31 39.707195 16.822527 62.990268
34 2025-11-30 39.803862 16.535260 64.136622
Forecast for Asia and Product 222:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.699597 37.408829 69.855671
31 2025-08-31 54.166751 38.710614 70.278241
32 2025-09-30 54.618835 38.236978 70.681162
33 2025-10-31 55.085989 39.699626 71.211232
34 2025-11-30 55.538073 40.123902 71.731521
13:57:32 - cmdstanpy - INFO - Chain [1] start processing 13:57:32 - cmdstanpy - INFO - Chain [1] done processing 13:57:32 - cmdstanpy - INFO - Chain [1] start processing 13:57:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 223:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.641213 21.206415 53.483068
31 2025-08-31 37.417084 20.700276 52.755742
32 2025-09-30 37.200185 21.704217 53.990427
33 2025-10-31 36.976056 20.726529 53.114252
34 2025-11-30 36.759157 20.931011 52.485354
13:57:33 - cmdstanpy - INFO - Chain [1] start processing 13:57:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 224:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.863552 16.131913 52.168494
31 2025-08-31 33.717082 16.046308 52.079521
32 2025-09-30 33.575338 15.110181 51.504590
33 2025-10-31 33.428869 15.251772 51.109339
34 2025-11-30 33.287125 15.030705 50.580032
Forecast for Asia and Product 225:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.964958 16.744346 67.153167
31 2025-08-31 41.977805 17.777692 67.353840
32 2025-09-30 41.990238 16.180585 67.236339
33 2025-10-31 42.003085 17.767594 66.320522
34 2025-11-30 42.015518 17.960882 67.602660
13:57:33 - cmdstanpy - INFO - Chain [1] start processing 13:57:33 - cmdstanpy - INFO - Chain [1] done processing 13:57:33 - cmdstanpy - INFO - Chain [1] start processing 13:57:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 226:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.610675 34.595777 72.407893
31 2025-08-31 54.289015 34.938472 73.427766
32 2025-09-30 54.945473 35.857446 73.472364
33 2025-10-31 55.623813 36.948621 75.162618
34 2025-11-30 56.280271 36.785588 75.559702
Forecast for Asia and Product 227:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.541809 33.093710 65.651053
31 2025-08-31 49.114785 33.289020 65.885937
32 2025-09-30 49.669278 33.343137 66.785759
33 2025-10-31 50.242253 35.129592 66.089648
34 2025-11-30 50.796746 35.139252 67.412704
13:57:33 - cmdstanpy - INFO - Chain [1] start processing 13:57:33 - cmdstanpy - INFO - Chain [1] done processing 13:57:33 - cmdstanpy - INFO - Chain [1] start processing 13:57:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 228:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.360680 27.796560 68.592556
31 2025-08-31 48.626401 28.111319 67.263246
32 2025-09-30 48.883551 29.062195 69.185746
33 2025-10-31 49.149273 29.997459 69.596978
34 2025-11-30 49.406423 30.363483 67.938013
Forecast for Asia and Product 229:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.568992 28.140059 74.498867
31 2025-08-31 50.798888 30.083674 73.409807
32 2025-09-30 51.021368 29.990619 74.373521
33 2025-10-31 51.251264 29.200117 73.256746
34 2025-11-30 51.473744 30.938759 74.969409
13:57:33 - cmdstanpy - INFO - Chain [1] start processing 13:57:33 - cmdstanpy - INFO - Chain [1] done processing 13:57:34 - cmdstanpy - INFO - Chain [1] start processing 13:57:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 230:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.835614 28.548367 79.122266
31 2025-08-31 54.646439 26.522335 81.074933
32 2025-09-30 55.431108 28.942576 79.840760
33 2025-10-31 56.241932 30.367679 80.972205
34 2025-11-30 57.026601 32.009326 84.001030
Forecast for Asia and Product 231:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.856860 22.447471 53.789455
31 2025-08-31 37.669908 22.959675 53.035959
32 2025-09-30 37.488987 22.141997 53.094664
33 2025-10-31 37.302036 23.087214 52.622889
34 2025-11-30 37.121115 21.034032 52.238100
13:57:34 - cmdstanpy - INFO - Chain [1] start processing 13:57:34 - cmdstanpy - INFO - Chain [1] done processing 13:57:34 - cmdstanpy - INFO - Chain [1] start processing 13:57:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 232:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.991660 26.204789 72.648850
31 2025-08-31 48.300848 24.349598 70.991244
32 2025-09-30 48.600061 24.464136 74.245367
33 2025-10-31 48.909248 23.378369 74.615057
34 2025-11-30 49.208461 26.618488 75.243092
Forecast for Asia and Product 233:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.885269 6.966911 37.742486
31 2025-08-31 21.063121 6.382735 36.432297
32 2025-09-30 20.267494 4.857204 34.811533
33 2025-10-31 19.445347 4.612478 34.651858
34 2025-11-30 18.649720 3.378541 34.056850
13:57:34 - cmdstanpy - INFO - Chain [1] start processing 13:57:34 - cmdstanpy - INFO - Chain [1] done processing 13:57:34 - cmdstanpy - INFO - Chain [1] start processing 13:57:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 234:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.360107 21.696521 55.562235
31 2025-08-31 38.142366 22.012348 53.219642
32 2025-09-30 37.931649 21.468198 54.581223
33 2025-10-31 37.713909 19.947645 53.202218
34 2025-11-30 37.503192 18.698566 53.557050
Forecast for Asia and Product 235:
ds yhat yhat_lower yhat_upper
30 2025-07-31 62.155345 44.576600 80.492739
31 2025-08-31 63.023186 45.365843 79.885058
32 2025-09-30 63.863032 45.895311 81.878724
33 2025-10-31 64.730872 45.897419 82.770108
34 2025-11-30 65.570718 48.759584 83.804044
13:57:35 - cmdstanpy - INFO - Chain [1] start processing 13:57:35 - cmdstanpy - INFO - Chain [1] done processing 13:57:35 - cmdstanpy - INFO - Chain [1] start processing 13:57:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 236:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.352531 10.977345 44.408147
31 2025-08-31 26.735804 10.788222 43.700210
32 2025-09-30 26.138970 9.431826 42.574814
33 2025-10-31 25.522243 10.244001 41.957276
34 2025-11-30 24.925410 8.621837 42.497292
Forecast for Asia and Product 237:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.642741 33.016645 71.200661
31 2025-08-31 53.198092 31.828969 73.430460
32 2025-09-30 53.735530 33.311942 71.402101
33 2025-10-31 54.290881 34.225981 74.922937
34 2025-11-30 54.828318 34.498879 73.854383
13:57:35 - cmdstanpy - INFO - Chain [1] start processing 13:57:35 - cmdstanpy - INFO - Chain [1] done processing 13:57:35 - cmdstanpy - INFO - Chain [1] start processing 13:57:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 238:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.715388 15.611518 48.465571
31 2025-08-31 32.346417 15.507922 49.288329
32 2025-09-30 31.989347 15.667108 47.572078
33 2025-10-31 31.620376 14.890226 49.755431
34 2025-11-30 31.263307 13.498087 48.960050
Forecast for Asia and Product 239:
ds yhat yhat_lower yhat_upper
29 2025-07-31 37.469528 18.174983 56.622688
30 2025-08-31 37.085288 19.556731 55.607541
31 2025-09-30 36.713443 17.377030 54.956497
32 2025-10-31 36.329203 18.726628 55.642785
33 2025-11-30 35.957357 16.702235 54.491798
13:57:35 - cmdstanpy - INFO - Chain [1] start processing 13:57:35 - cmdstanpy - INFO - Chain [1] done processing 13:57:35 - cmdstanpy - INFO - Chain [1] start processing 13:57:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 240:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.299554 8.182141 39.990522
31 2025-08-31 23.790292 8.577060 39.376038
32 2025-09-30 23.297458 7.712271 39.919387
33 2025-10-31 22.788196 7.945612 38.135648
34 2025-11-30 22.295362 5.879426 38.278581
Forecast for Asia and Product 241:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.045258 20.900910 57.536680
31 2025-08-31 39.047303 20.577732 56.461569
32 2025-09-30 39.049282 20.479708 56.880076
33 2025-10-31 39.051327 20.902773 57.869976
34 2025-11-30 39.053306 19.887927 57.446470
13:57:36 - cmdstanpy - INFO - Chain [1] start processing 13:57:36 - cmdstanpy - INFO - Chain [1] done processing 13:57:36 - cmdstanpy - INFO - Chain [1] start processing 13:57:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 242:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.795141 17.419291 44.024270
31 2025-08-31 30.483582 18.017246 43.313288
32 2025-09-30 30.182073 17.198092 43.202343
33 2025-10-31 29.870514 16.498978 42.602555
34 2025-11-30 29.569005 16.507348 41.518570
Forecast for Asia and Product 243:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.636348 30.050781 65.233680
31 2025-08-31 48.141523 31.349328 66.126391
32 2025-09-30 48.630403 29.977852 65.701854
33 2025-10-31 49.135578 31.914727 67.589639
34 2025-11-30 49.624457 31.835881 67.226420
13:57:36 - cmdstanpy - INFO - Chain [1] start processing 13:57:36 - cmdstanpy - INFO - Chain [1] done processing 13:57:36 - cmdstanpy - INFO - Chain [1] start processing 13:57:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 244:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.690763 10.975543 42.860256
31 2025-08-31 25.884511 9.398436 42.545423
32 2025-09-30 25.104268 7.328728 40.753898
33 2025-10-31 24.298016 9.043805 41.189287
34 2025-11-30 23.517772 6.823579 40.387676
Forecast for Asia and Product 245:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.339825 18.969813 67.880261
31 2025-08-31 43.216138 18.663756 65.751697
32 2025-09-30 43.096441 20.378580 66.392901
33 2025-10-31 42.972754 17.933442 68.190721
34 2025-11-30 42.853056 19.165292 67.669593
13:57:36 - cmdstanpy - INFO - Chain [1] start processing 13:57:36 - cmdstanpy - INFO - Chain [1] done processing 13:57:36 - cmdstanpy - INFO - Chain [1] start processing 13:57:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 246:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.358500 3.956507 45.014131
31 2025-08-31 23.555514 3.087658 45.654142
32 2025-09-30 22.778431 1.841523 44.304939
33 2025-10-31 21.975446 0.612709 42.323459
34 2025-11-30 21.198363 0.144044 40.279056
Forecast for Asia and Product 247:
ds yhat yhat_lower yhat_upper
30 2025-07-31 63.540438 47.593257 79.212220
31 2025-08-31 64.830521 49.305487 81.381011
32 2025-09-30 66.078988 48.135909 82.795755
33 2025-10-31 67.369070 51.278467 84.119793
34 2025-11-30 68.617537 52.711197 85.669840
13:57:37 - cmdstanpy - INFO - Chain [1] start processing 13:57:37 - cmdstanpy - INFO - Chain [1] done processing 13:57:37 - cmdstanpy - INFO - Chain [1] start processing 13:57:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 248:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.585685 26.370988 57.749915
31 2025-08-31 41.705805 25.974598 57.592603
32 2025-09-30 41.822050 26.674243 57.331978
33 2025-10-31 41.942170 25.683611 57.371935
34 2025-11-30 42.058415 26.234820 57.051432
Forecast for Asia and Product 249:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.533876 12.896112 44.412016
31 2025-08-31 27.045361 10.919531 43.327608
32 2025-09-30 26.572603 12.037393 42.810483
33 2025-10-31 26.084088 9.657314 40.650528
34 2025-11-30 25.611330 9.820732 41.358286
13:57:37 - cmdstanpy - INFO - Chain [1] start processing 13:57:37 - cmdstanpy - INFO - Chain [1] done processing 13:57:37 - cmdstanpy - INFO - Chain [1] start processing 13:57:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 250:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.243123 5.362182 35.459316
31 2025-08-31 19.275212 4.733040 34.194148
32 2025-09-30 18.338525 3.821195 33.363318
33 2025-10-31 17.370615 2.622845 32.752130
34 2025-11-30 16.433927 1.951270 30.939192
Forecast for Asia and Product 251:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.082742 11.981918 56.249542
31 2025-08-31 33.601649 10.731938 55.352482
32 2025-09-30 33.136075 11.320551 57.128304
33 2025-10-31 32.654981 10.681672 53.799232
34 2025-11-30 32.189407 9.912053 51.676819
13:57:37 - cmdstanpy - INFO - Chain [1] start processing 13:57:37 - cmdstanpy - INFO - Chain [1] done processing 13:57:38 - cmdstanpy - INFO - Chain [1] start processing 13:57:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 252:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.469574 23.726525 53.295023
31 2025-08-31 37.750456 22.283248 54.074200
32 2025-09-30 38.022278 22.248778 54.368909
33 2025-10-31 38.303160 23.781732 52.997493
34 2025-11-30 38.574981 22.791376 54.724803
Forecast for Asia and Product 253:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.250832 24.402879 69.512990
31 2025-08-31 47.497179 27.434619 70.923570
32 2025-09-30 47.735579 25.054001 70.461948
33 2025-10-31 47.981926 24.875164 70.393625
34 2025-11-30 48.220326 27.763887 71.403647
13:57:38 - cmdstanpy - INFO - Chain [1] start processing 13:57:38 - cmdstanpy - INFO - Chain [1] done processing 13:57:38 - cmdstanpy - INFO - Chain [1] start processing 13:57:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 254:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.257910 30.202425 69.670919
31 2025-08-31 52.169204 33.157773 71.304370
32 2025-09-30 53.051101 33.301841 74.014315
33 2025-10-31 53.962395 33.939862 74.981489
34 2025-11-30 54.844292 35.958584 74.863777
Forecast for Asia and Product 255:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.759842 8.045219 43.593044
31 2025-08-31 25.138461 7.827086 43.816128
32 2025-09-30 24.537125 5.216412 43.599521
33 2025-10-31 23.915744 5.041608 43.145285
34 2025-11-30 23.314407 4.463850 41.908776
13:57:38 - cmdstanpy - INFO - Chain [1] start processing 13:57:38 - cmdstanpy - INFO - Chain [1] done processing 13:57:38 - cmdstanpy - INFO - Chain [1] start processing 13:57:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 256:
ds yhat yhat_lower yhat_upper
30 2025-07-31 15.652093 0.550937 29.165556
31 2025-08-31 14.635925 -0.679416 29.189249
32 2025-09-30 13.652536 -0.658739 28.301166
33 2025-10-31 12.636368 -2.536228 27.862057
34 2025-11-30 11.652979 -3.798593 27.325432
Forecast for Asia and Product 257:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.328373 4.114035 38.725698
31 2025-08-31 20.304323 1.884809 35.622740
32 2025-09-30 19.313308 3.047410 34.754965
33 2025-10-31 18.289258 1.692576 34.449890
34 2025-11-30 17.298242 0.764575 33.824817
13:57:38 - cmdstanpy - INFO - Chain [1] start processing 13:57:38 - cmdstanpy - INFO - Chain [1] done processing 13:57:39 - cmdstanpy - INFO - Chain [1] start processing 13:57:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 258:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.152810 14.654052 51.621688
31 2025-08-31 33.884371 13.626719 51.306186
32 2025-09-30 33.624591 16.013970 52.985141
33 2025-10-31 33.356152 14.031114 52.255262
34 2025-11-30 33.096372 14.069077 51.795904
Forecast for Asia and Product 259:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.127648 9.701731 54.078299
31 2025-08-31 30.638621 8.718503 54.677571
32 2025-09-30 30.165369 8.233241 52.174459
33 2025-10-31 29.676343 7.858826 53.234369
34 2025-11-30 29.203091 5.619098 53.567589
13:57:39 - cmdstanpy - INFO - Chain [1] start processing 13:57:39 - cmdstanpy - INFO - Chain [1] done processing 13:57:39 - cmdstanpy - INFO - Chain [1] start processing 13:57:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 260:
ds yhat yhat_lower yhat_upper
29 2025-07-31 51.609731 29.851727 73.362559
30 2025-08-31 52.083933 29.749329 73.752259
31 2025-09-30 52.542838 32.294696 73.639497
32 2025-10-31 53.017040 32.617839 74.059132
33 2025-11-30 53.475945 32.420156 74.384880
Forecast for Asia and Product 261:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.433441 18.161487 58.362127
31 2025-08-31 38.554088 18.904651 58.502706
32 2025-09-30 38.670844 21.038023 59.541980
33 2025-10-31 38.791491 19.386835 59.128876
34 2025-11-30 38.908246 18.513193 59.089343
13:57:39 - cmdstanpy - INFO - Chain [1] start processing 13:57:39 - cmdstanpy - INFO - Chain [1] done processing 13:57:39 - cmdstanpy - INFO - Chain [1] start processing 13:57:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 262:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.418640 21.240540 57.072862
31 2025-08-31 39.522336 21.005923 56.309651
32 2025-09-30 39.622687 21.435866 56.154319
33 2025-10-31 39.726384 23.066977 58.460435
34 2025-11-30 39.826735 21.701521 57.270938
Forecast for Asia and Product 263:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.895203 7.254519 31.795145
31 2025-08-31 19.001693 6.776219 31.759776
32 2025-09-30 18.137005 5.349333 30.448994
33 2025-10-31 17.243495 5.239820 30.465765
34 2025-11-30 16.378808 3.432698 29.359679
13:57:39 - cmdstanpy - INFO - Chain [1] start processing 13:57:39 - cmdstanpy - INFO - Chain [1] done processing 13:57:40 - cmdstanpy - INFO - Chain [1] start processing 13:57:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 264:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.924553 26.059095 64.189070
31 2025-08-31 44.683954 26.185346 63.195000
32 2025-09-30 44.451116 26.679764 63.502301
33 2025-10-31 44.210516 25.987321 62.445798
34 2025-11-30 43.977678 26.081462 62.847834
Forecast for Asia and Product 265:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.625773 24.880206 60.736269
31 2025-08-31 42.809998 24.805975 60.066468
32 2025-09-30 42.988280 23.309194 61.953385
33 2025-10-31 43.172505 25.122145 61.620852
34 2025-11-30 43.350787 25.374094 60.810209
13:57:40 - cmdstanpy - INFO - Chain [1] start processing 13:57:40 - cmdstanpy - INFO - Chain [1] done processing 13:57:40 - cmdstanpy - INFO - Chain [1] start processing 13:57:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 266:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.677924 30.616914 66.605387
31 2025-08-31 49.196767 32.902899 66.339720
32 2025-09-30 49.698873 31.217308 66.287488
33 2025-10-31 50.217716 32.131168 67.996210
34 2025-11-30 50.719822 32.596426 68.387287
Forecast for Asia and Product 267:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.164446 4.715205 42.071246
31 2025-08-31 22.149490 1.628308 40.837872
32 2025-09-30 21.167273 2.941735 40.243477
33 2025-10-31 20.152317 2.542149 39.240265
34 2025-11-30 19.170101 -0.811003 36.857801
13:57:40 - cmdstanpy - INFO - Chain [1] start processing 13:57:40 - cmdstanpy - INFO - Chain [1] done processing 13:57:40 - cmdstanpy - INFO - Chain [1] start processing 13:57:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 268:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.962812 24.536742 58.766445
31 2025-08-31 42.122294 26.929145 58.814234
32 2025-09-30 42.276633 25.087221 58.900920
33 2025-10-31 42.436115 25.726450 59.082602
34 2025-11-30 42.590453 25.699936 60.583258
Forecast for Asia and Product 269:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.355054 27.584445 62.747586
31 2025-08-31 45.940341 27.368189 63.405826
32 2025-09-30 46.506748 28.033939 64.908578
33 2025-10-31 47.092035 29.376495 64.924903
34 2025-11-30 47.658442 30.264045 66.378148
13:57:40 - cmdstanpy - INFO - Chain [1] start processing 13:57:41 - cmdstanpy - INFO - Chain [1] done processing 13:57:41 - cmdstanpy - INFO - Chain [1] start processing 13:57:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 270:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.938581 29.356116 70.594485
31 2025-08-31 50.052932 30.058449 69.710324
32 2025-09-30 50.163594 31.504864 71.183725
33 2025-10-31 50.277945 29.706419 70.934673
34 2025-11-30 50.388607 29.643090 71.485818
Forecast for Asia and Product 271:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.873974 4.730184 43.888639
31 2025-08-31 24.274962 3.061121 45.175894
32 2025-09-30 23.695274 4.071070 44.786212
33 2025-10-31 23.096262 1.972223 43.289378
34 2025-11-30 22.516573 3.013085 44.147212
13:57:41 - cmdstanpy - INFO - Chain [1] start processing 13:57:41 - cmdstanpy - INFO - Chain [1] done processing 13:57:41 - cmdstanpy - INFO - Chain [1] start processing 13:57:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 272:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.968086 22.897854 76.279203
31 2025-08-31 50.198077 22.682582 75.832956
32 2025-09-30 50.420648 23.101552 76.080414
33 2025-10-31 50.650639 24.481251 77.934360
34 2025-11-30 50.873210 25.244881 78.022419
Forecast for Asia and Product 273:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.619186 16.613982 51.917898
31 2025-08-31 34.055053 15.980554 51.833493
32 2025-09-30 33.509117 17.286806 50.819694
33 2025-10-31 32.944983 16.641163 51.155513
34 2025-11-30 32.399047 15.642363 50.460445
13:57:41 - cmdstanpy - INFO - Chain [1] start processing 13:57:41 - cmdstanpy - INFO - Chain [1] done processing 13:57:41 - cmdstanpy - INFO - Chain [1] start processing 13:57:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 274:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.202959 28.054824 75.625642
31 2025-08-31 52.598632 27.892203 75.353109
32 2025-09-30 52.981542 29.215442 77.027123
33 2025-10-31 53.377216 28.927073 75.943324
34 2025-11-30 53.760126 30.326145 76.377905
Forecast for Asia and Product 275:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.259573 18.771283 58.206225
31 2025-08-31 37.276397 17.060554 56.066055
32 2025-09-30 37.292678 16.521436 57.120613
33 2025-10-31 37.309502 17.684125 56.540627
34 2025-11-30 37.325783 17.991630 56.159289
13:57:41 - cmdstanpy - INFO - Chain [1] start processing 13:57:42 - cmdstanpy - INFO - Chain [1] done processing 13:57:42 - cmdstanpy - INFO - Chain [1] start processing 13:57:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 276:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.053969 29.220024 85.220652
31 2025-08-31 58.951287 28.711230 88.107829
32 2025-09-30 59.819660 32.903798 90.601470
33 2025-10-31 60.716978 32.095403 88.333877
34 2025-11-30 61.585351 33.047215 90.959517
Forecast for Asia and Product 277:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.909528 10.880149 42.521281
31 2025-08-31 26.194837 10.390392 42.448654
32 2025-09-30 25.503201 9.843337 41.119573
33 2025-10-31 24.788511 8.093924 41.135977
34 2025-11-30 24.096875 8.306343 40.267983
13:57:42 - cmdstanpy - INFO - Chain [1] start processing 13:57:42 - cmdstanpy - INFO - Chain [1] done processing 13:57:42 - cmdstanpy - INFO - Chain [1] start processing 13:57:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 278:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.217031 16.121243 64.261100
31 2025-08-31 40.100354 16.495699 62.462746
32 2025-09-30 39.987440 16.301614 64.043232
33 2025-10-31 39.870763 14.893663 62.076250
34 2025-11-30 39.757849 17.627871 64.391175
Forecast for Asia and Product 279:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.148693 28.505441 71.211554
31 2025-08-31 49.458584 28.661365 68.762207
32 2025-09-30 49.758478 30.067032 70.727195
33 2025-10-31 50.068369 30.337171 70.621368
34 2025-11-30 50.368263 28.965201 69.960612
13:57:42 - cmdstanpy - INFO - Chain [1] start processing 13:57:42 - cmdstanpy - INFO - Chain [1] done processing 13:57:42 - cmdstanpy - INFO - Chain [1] start processing 13:57:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 280:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.410131 17.752016 56.295489
31 2025-08-31 37.392961 18.622780 58.640040
32 2025-09-30 37.376345 18.728274 56.313621
33 2025-10-31 37.359175 18.865580 56.893147
34 2025-11-30 37.342559 18.092940 57.157825
Forecast for Asia and Product 281:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.872779 12.865250 46.174094
31 2025-08-31 30.556614 13.906223 46.928626
32 2025-09-30 30.250648 13.175556 46.045550
33 2025-10-31 29.934484 12.882254 46.071055
34 2025-11-30 29.628518 12.264560 45.038244
13:57:43 - cmdstanpy - INFO - Chain [1] start processing 13:57:43 - cmdstanpy - INFO - Chain [1] done processing 13:57:43 - cmdstanpy - INFO - Chain [1] start processing 13:57:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 282:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.027711 13.691879 57.940568
31 2025-08-31 35.872138 15.545434 57.417103
32 2025-09-30 35.721582 14.075011 57.680063
33 2025-10-31 35.566008 13.751733 57.360567
34 2025-11-30 35.415453 14.255631 56.445612
Forecast for Asia and Product 283:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.456563 17.364616 54.685074
31 2025-08-31 36.320971 17.074705 55.679865
32 2025-09-30 36.189753 18.988120 54.655820
33 2025-10-31 36.054161 17.902561 55.276647
34 2025-11-30 35.922943 17.218034 55.421021
13:57:43 - cmdstanpy - INFO - Chain [1] start processing 13:57:43 - cmdstanpy - INFO - Chain [1] done processing 13:57:43 - cmdstanpy - INFO - Chain [1] start processing 13:57:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 284:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.928944 1.746184 42.825130
31 2025-08-31 20.936472 1.620125 41.446703
32 2025-09-30 19.976016 0.693677 39.967803
33 2025-10-31 18.983544 0.486758 36.818807
34 2025-11-30 18.023088 -2.077188 40.090807
Forecast for Asia and Product 285:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.250084 31.620699 67.588291
31 2025-08-31 49.229963 30.892985 67.798233
32 2025-09-30 49.210492 31.940986 66.434362
33 2025-10-31 49.190371 31.825483 67.189491
34 2025-11-30 49.170900 30.354373 66.989875
13:57:43 - cmdstanpy - INFO - Chain [1] start processing 13:57:43 - cmdstanpy - INFO - Chain [1] done processing 13:57:44 - cmdstanpy - INFO - Chain [1] start processing 13:57:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 286:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.043455 0.098825 46.006156
31 2025-08-31 22.130207 0.206178 43.631024
32 2025-09-30 21.246418 -0.888559 44.377097
33 2025-10-31 20.333169 -2.349853 41.210767
34 2025-11-30 19.449380 -3.453783 40.993572
Forecast for Asia and Product 287:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.740741 32.192778 69.836679
31 2025-08-31 51.139061 32.998718 70.642447
32 2025-09-30 51.524532 33.170775 71.073417
33 2025-10-31 51.922853 33.056959 70.916289
34 2025-11-30 52.308324 33.124674 71.026493
13:57:44 - cmdstanpy - INFO - Chain [1] start processing 13:57:44 - cmdstanpy - INFO - Chain [1] done processing 13:57:44 - cmdstanpy - INFO - Chain [1] start processing 13:57:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 288:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.771026 6.961024 48.456691
31 2025-08-31 28.603038 6.848900 50.480890
32 2025-09-30 28.440468 7.911521 48.635434
33 2025-10-31 28.272480 6.694767 49.497353
34 2025-11-30 28.109910 6.028181 49.408499
Forecast for Asia and Product 289:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.415924 8.358364 48.559180
31 2025-08-31 27.947834 6.605726 49.510341
32 2025-09-30 27.494844 6.171055 48.507223
33 2025-10-31 27.026754 5.867067 49.768873
34 2025-11-30 26.573763 6.217948 46.394310
13:57:44 - cmdstanpy - INFO - Chain [1] start processing 13:57:44 - cmdstanpy - INFO - Chain [1] done processing 13:57:44 - cmdstanpy - INFO - Chain [1] start processing 13:57:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 290:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.772162 24.707214 65.151960
31 2025-08-31 45.085704 26.395436 66.116127
32 2025-09-30 45.389132 25.261709 64.852209
33 2025-10-31 45.702674 26.353468 66.432513
34 2025-11-30 46.006102 25.769045 67.053356
Forecast for Asia and Product 291:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.449492 18.809943 67.208031
31 2025-08-31 43.618228 19.533026 68.144940
32 2025-09-30 43.781521 20.506351 68.195006
33 2025-10-31 43.950257 18.876393 67.742132
34 2025-11-30 44.113550 19.900542 67.634018
13:57:44 - cmdstanpy - INFO - Chain [1] start processing 13:57:44 - cmdstanpy - INFO - Chain [1] done processing 13:57:45 - cmdstanpy - INFO - Chain [1] start processing 13:57:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 292:
ds yhat yhat_lower yhat_upper
30 2025-07-31 68.821123 52.608134 88.447808
31 2025-08-31 69.958290 51.566057 88.203440
32 2025-09-30 71.058774 53.347832 90.175567
33 2025-10-31 72.195941 53.730404 90.120459
34 2025-11-30 73.296426 55.447691 91.973569
Forecast for Asia and Product 293:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.750402 26.534542 57.084768
31 2025-08-31 41.958514 27.129838 58.324749
32 2025-09-30 42.159913 26.086955 57.794387
33 2025-10-31 42.368025 26.637903 58.177769
34 2025-11-30 42.569423 26.699955 57.226378
13:57:45 - cmdstanpy - INFO - Chain [1] start processing 13:57:45 - cmdstanpy - INFO - Chain [1] done processing 13:57:45 - cmdstanpy - INFO - Chain [1] start processing 13:57:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 294:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.119751 24.670227 64.208693
31 2025-08-31 44.574107 23.555884 64.417407
32 2025-09-30 45.013806 26.971987 64.390203
33 2025-10-31 45.468161 26.726087 64.347105
34 2025-11-30 45.907860 25.037068 66.091456
Forecast for Asia and Product 295:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.035061 17.261380 50.549743
31 2025-08-31 32.892921 16.006616 50.925377
32 2025-09-30 32.755365 14.854579 49.686865
33 2025-10-31 32.613225 16.015630 48.698390
34 2025-11-30 32.475670 14.677631 50.149871
13:57:45 - cmdstanpy - INFO - Chain [1] start processing 13:57:45 - cmdstanpy - INFO - Chain [1] done processing 13:57:45 - cmdstanpy - INFO - Chain [1] start processing 13:57:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 296:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.090192 28.859528 62.496320
31 2025-08-31 46.300328 29.797030 63.066243
32 2025-09-30 46.503686 30.516521 62.186811
33 2025-10-31 46.713822 30.030531 64.511562
34 2025-11-30 46.917180 31.403000 63.513719
Forecast for Asia and Product 297:
ds yhat yhat_lower yhat_upper
30 2025-07-31 15.529200 -9.207246 37.684967
31 2025-08-31 14.266313 -7.976111 37.788657
32 2025-09-30 13.044163 -9.081581 37.485258
33 2025-10-31 11.781276 -8.835132 33.958589
34 2025-11-30 10.559126 -11.982881 34.864227
13:57:45 - cmdstanpy - INFO - Chain [1] start processing 13:57:46 - cmdstanpy - INFO - Chain [1] done processing 13:57:46 - cmdstanpy - INFO - Chain [1] start processing 13:57:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 298:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.843175 14.992605 57.115931
31 2025-08-31 36.563366 16.076173 58.835032
32 2025-09-30 36.292582 15.892896 58.428497
33 2025-10-31 36.012773 15.047443 56.590064
34 2025-11-30 35.741989 14.381130 55.917540
Forecast for Asia and Product 299:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.895496 40.044822 78.924577
31 2025-08-31 60.613786 40.931804 80.077681
32 2025-09-30 61.308904 43.040484 78.768999
33 2025-10-31 62.027194 43.287657 80.764254
34 2025-11-30 62.722312 43.496493 81.921687
13:57:46 - cmdstanpy - INFO - Chain [1] start processing 13:57:46 - cmdstanpy - INFO - Chain [1] done processing 13:57:46 - cmdstanpy - INFO - Chain [1] start processing 13:57:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 300:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.004371 26.401351 66.285254
31 2025-08-31 46.334175 26.902274 66.322825
32 2025-09-30 46.653340 26.283822 66.902407
33 2025-10-31 46.983143 28.014594 66.746908
34 2025-11-30 47.302308 28.865666 67.090061
Forecast for Asia and Product 301:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.220888 18.895533 63.810832
31 2025-08-31 42.220849 20.144061 62.154146
32 2025-09-30 42.220811 19.695887 65.681427
33 2025-10-31 42.220772 19.672175 64.581073
34 2025-11-30 42.220734 19.337197 64.386793
13:57:46 - cmdstanpy - INFO - Chain [1] start processing 13:57:46 - cmdstanpy - INFO - Chain [1] done processing 13:57:46 - cmdstanpy - INFO - Chain [1] start processing 13:57:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 302:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.450967 25.650507 68.643656
31 2025-08-31 46.391722 23.812878 67.151915
32 2025-09-30 46.334389 25.111070 67.996045
33 2025-10-31 46.275144 24.397385 66.485703
34 2025-11-30 46.217811 26.026813 69.116103
Forecast for Asia and Product 303:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.224030 7.916376 67.478827
31 2025-08-31 38.117461 8.921143 64.199027
32 2025-09-30 38.014330 8.146983 64.481806
33 2025-10-31 37.907762 8.627289 67.388453
34 2025-11-30 37.804631 9.250801 66.559182
13:57:46 - cmdstanpy - INFO - Chain [1] start processing 13:57:47 - cmdstanpy - INFO - Chain [1] done processing 13:57:47 - cmdstanpy - INFO - Chain [1] start processing 13:57:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 304:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.498297 16.178112 52.533720
31 2025-08-31 33.273436 13.958233 52.309197
32 2025-09-30 33.055828 15.140795 51.538233
33 2025-10-31 32.830967 13.564960 52.974530
34 2025-11-30 32.613359 13.491052 51.540646
Forecast for Asia and Product 305:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.865134 26.578702 60.313949
31 2025-08-31 44.109572 28.914643 59.831832
32 2025-09-30 44.346124 28.108569 60.187882
33 2025-10-31 44.590561 27.408901 60.259988
34 2025-11-30 44.827114 27.724561 60.368893
13:57:47 - cmdstanpy - INFO - Chain [1] start processing 13:57:47 - cmdstanpy - INFO - Chain [1] done processing 13:57:47 - cmdstanpy - INFO - Chain [1] start processing 13:57:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 306:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.564359 30.329361 73.043036
31 2025-08-31 51.938766 29.648905 73.812666
32 2025-09-30 52.301095 28.795487 73.299871
33 2025-10-31 52.675502 30.461339 75.448492
34 2025-11-30 53.037832 32.173973 76.148158
Forecast for Asia and Product 307:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.483941 28.882110 66.705277
31 2025-08-31 47.757770 29.148784 66.543049
32 2025-09-30 48.022765 27.889126 66.782154
33 2025-10-31 48.296594 27.664299 67.297111
34 2025-11-30 48.561589 28.694303 66.336140
13:57:47 - cmdstanpy - INFO - Chain [1] start processing 13:57:47 - cmdstanpy - INFO - Chain [1] done processing 13:57:47 - cmdstanpy - INFO - Chain [1] start processing 13:57:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 308:
ds yhat yhat_lower yhat_upper
29 2025-07-31 46.201734 26.323921 64.573885
30 2025-08-31 46.559795 26.332448 66.383993
31 2025-09-30 46.906306 27.364230 64.892472
32 2025-10-31 47.264367 28.237719 66.718874
33 2025-11-30 47.610878 29.546519 66.629665
Forecast for Asia and Product 309:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.554699 20.711041 52.654690
31 2025-08-31 36.145607 18.606017 51.395366
32 2025-09-30 35.749711 20.193912 51.443412
33 2025-10-31 35.340618 18.930674 51.156252
34 2025-11-30 34.944722 19.872668 50.950067
13:57:48 - cmdstanpy - INFO - Chain [1] start processing 13:57:48 - cmdstanpy - INFO - Chain [1] done processing 13:57:48 - cmdstanpy - INFO - Chain [1] start processing 13:57:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 310:
ds yhat yhat_lower yhat_upper
29 2025-07-31 31.283076 10.584494 50.296197
30 2025-08-31 30.690694 8.598301 51.798994
31 2025-09-30 30.117421 10.051288 50.941165
32 2025-10-31 29.525039 9.384344 52.263741
33 2025-11-30 28.951766 7.970948 48.251369
Forecast for Asia and Product 311:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.159639 27.363447 67.464155
31 2025-08-31 47.384469 27.034064 67.367718
32 2025-09-30 47.602047 26.399640 68.602814
33 2025-10-31 47.826877 27.372848 67.234900
34 2025-11-30 48.044454 28.053155 68.386535
13:57:48 - cmdstanpy - INFO - Chain [1] start processing 13:57:48 - cmdstanpy - INFO - Chain [1] done processing 13:57:48 - cmdstanpy - INFO - Chain [1] start processing 13:57:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 312:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.665787 7.933665 43.185350
31 2025-08-31 24.895756 6.916839 42.647059
32 2025-09-30 24.150563 5.615958 40.864501
33 2025-10-31 23.380532 5.350800 40.581121
34 2025-11-30 22.635340 5.900434 39.329920
Forecast for Asia and Product 313:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.644269 18.433969 46.533267
31 2025-08-31 32.380189 17.971871 46.606142
32 2025-09-30 32.124627 18.739767 46.376931
33 2025-10-31 31.860546 18.080247 45.126555
34 2025-11-30 31.604984 16.770453 45.160627
13:57:48 - cmdstanpy - INFO - Chain [1] start processing 13:57:48 - cmdstanpy - INFO - Chain [1] done processing 13:57:48 - cmdstanpy - INFO - Chain [1] start processing 13:57:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 314:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.838190 27.060223 64.064356
31 2025-08-31 45.234958 24.126902 64.167256
32 2025-09-30 45.618927 25.246665 64.771266
33 2025-10-31 46.015696 26.156411 65.595158
34 2025-11-30 46.399665 25.577441 66.750142
Forecast for Asia and Product 315:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.159831 9.275579 51.419951
31 2025-08-31 29.721174 8.609936 50.421098
32 2025-09-30 29.296667 7.654846 50.727347
33 2025-10-31 28.858010 6.575687 49.414640
34 2025-11-30 28.433504 7.336487 50.098644
13:57:49 - cmdstanpy - INFO - Chain [1] start processing 13:57:49 - cmdstanpy - INFO - Chain [1] done processing 13:57:49 - cmdstanpy - INFO - Chain [1] start processing 13:57:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 316:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.968403 21.513100 58.129420
31 2025-08-31 40.227232 21.365056 57.918946
32 2025-09-30 40.477711 21.230209 60.231457
33 2025-10-31 40.736540 21.963869 60.218424
34 2025-11-30 40.987019 22.231565 59.469138
Forecast for Asia and Product 317:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.502094 10.772588 53.707768
31 2025-08-31 31.175243 10.981662 52.789571
32 2025-09-30 30.858935 9.622113 53.558596
33 2025-10-31 30.532084 9.425969 50.965403
34 2025-11-30 30.215777 8.970186 52.963928
13:57:49 - cmdstanpy - INFO - Chain [1] start processing 13:57:49 - cmdstanpy - INFO - Chain [1] done processing 13:57:49 - cmdstanpy - INFO - Chain [1] start processing 13:57:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 318:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.671754 17.847318 66.275776
31 2025-08-31 42.626461 16.274771 65.548751
32 2025-09-30 42.582629 19.340187 66.826293
33 2025-10-31 42.537336 17.960939 66.430215
34 2025-11-30 42.493504 21.398071 68.015955
Forecast for Asia and Product 319:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.583008 9.310495 37.882021
31 2025-08-31 22.695813 7.452777 38.282197
32 2025-09-30 21.837237 6.530170 35.715268
33 2025-10-31 20.950042 6.708532 35.862680
34 2025-11-30 20.091467 6.392634 34.606250
13:57:49 - cmdstanpy - INFO - Chain [1] start processing 13:57:49 - cmdstanpy - INFO - Chain [1] done processing 13:57:49 - cmdstanpy - INFO - Chain [1] start processing 13:57:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 320:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.979513 22.046482 68.851726
31 2025-08-31 46.076458 22.878278 69.175461
32 2025-09-30 46.170275 23.692641 71.738820
33 2025-10-31 46.267220 21.785895 69.589523
34 2025-11-30 46.361038 22.284828 69.767233
Forecast for Asia and Product 321:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.766867 20.166895 60.451297
31 2025-08-31 39.575664 18.011129 61.438988
32 2025-09-30 39.390630 18.613743 60.705768
33 2025-10-31 39.199427 18.686013 60.279029
34 2025-11-30 39.014393 17.860157 61.218571
13:57:50 - cmdstanpy - INFO - Chain [1] start processing 13:57:50 - cmdstanpy - INFO - Chain [1] done processing 13:57:50 - cmdstanpy - INFO - Chain [1] start processing 13:57:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 322:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.891042 24.047855 60.333736
31 2025-08-31 41.765636 22.925869 59.455533
32 2025-09-30 41.644276 23.706530 59.581197
33 2025-10-31 41.518870 24.303560 59.647233
34 2025-11-30 41.397510 23.631033 58.651121
Forecast for Asia and Product 323:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.000573 23.107441 54.260330
31 2025-08-31 38.938061 22.023517 54.189705
32 2025-09-30 38.877566 22.865390 54.936070
33 2025-10-31 38.815055 23.322233 54.347432
34 2025-11-30 38.754560 23.191307 53.510731
13:57:50 - cmdstanpy - INFO - Chain [1] start processing 13:57:50 - cmdstanpy - INFO - Chain [1] done processing 13:57:50 - cmdstanpy - INFO - Chain [1] start processing 13:57:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 324:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.944763 10.192737 55.243982
31 2025-08-31 32.548140 11.642138 54.295925
32 2025-09-30 32.164310 10.813496 53.960864
33 2025-10-31 31.767687 10.608276 52.863724
34 2025-11-30 31.383858 10.766906 54.133137
Forecast for Asia and Product 325:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.011731 22.020661 51.517186
31 2025-08-31 35.800559 20.345929 50.477314
32 2025-09-30 35.596199 20.640968 50.412299
33 2025-10-31 35.385027 19.147206 50.153808
34 2025-11-30 35.180667 20.134127 50.592986
13:57:50 - cmdstanpy - INFO - Chain [1] start processing 13:57:50 - cmdstanpy - INFO - Chain [1] done processing 13:57:50 - cmdstanpy - INFO - Chain [1] start processing 13:57:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 326:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.450187 9.487655 39.696616
31 2025-08-31 24.746140 8.946382 40.145368
32 2025-09-30 24.064804 8.535333 38.411498
33 2025-10-31 23.360757 7.952984 38.971481
34 2025-11-30 22.679421 7.061517 38.009715
Forecast for Asia and Product 327:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.528671 31.800091 69.670278
31 2025-08-31 50.887583 32.866412 70.001086
32 2025-09-30 51.234918 33.055817 70.028521
33 2025-10-31 51.593830 33.183028 71.042778
34 2025-11-30 51.941165 32.898260 70.145072
13:57:51 - cmdstanpy - INFO - Chain [1] start processing 13:57:51 - cmdstanpy - INFO - Chain [1] done processing 13:57:51 - cmdstanpy - INFO - Chain [1] start processing 13:57:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 328:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.894420 6.672014 44.756586
31 2025-08-31 25.148635 5.793133 44.221569
32 2025-09-30 24.426907 4.935426 43.231940
33 2025-10-31 23.681122 5.038274 43.427902
34 2025-11-30 22.959395 3.648242 43.683326
Forecast for Asia and Product 329:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.968885 26.061736 65.790303
31 2025-08-31 46.298005 28.419787 65.440257
32 2025-09-30 46.616508 27.070036 64.663058
33 2025-10-31 46.945628 27.323634 65.251121
34 2025-11-30 47.264132 27.663583 66.402886
13:57:51 - cmdstanpy - INFO - Chain [1] start processing 13:57:51 - cmdstanpy - INFO - Chain [1] done processing 13:57:51 - cmdstanpy - INFO - Chain [1] start processing 13:57:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 330:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.990523 18.719279 70.378134
31 2025-08-31 45.525780 19.096394 71.519757
32 2025-09-30 46.043771 20.485592 70.180530
33 2025-10-31 46.579028 22.092711 71.883912
34 2025-11-30 47.097019 23.731913 74.352080
Forecast for Asia and Product 331:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.417667 18.599697 57.472209
31 2025-08-31 38.412186 17.003365 58.480963
32 2025-09-30 38.406883 18.576167 59.440673
33 2025-10-31 38.401402 17.564967 57.170273
34 2025-11-30 38.396099 17.677407 59.375485
13:57:51 - cmdstanpy - INFO - Chain [1] start processing 13:57:51 - cmdstanpy - INFO - Chain [1] done processing 13:57:52 - cmdstanpy - INFO - Chain [1] start processing 13:57:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 332:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.210903 27.074985 60.112744
31 2025-08-31 44.338853 26.648694 60.826482
32 2025-09-30 44.462675 27.947636 60.851938
33 2025-10-31 44.590624 28.489902 61.405309
34 2025-11-30 44.714446 27.032500 61.364124
Forecast for Asia and Product 333:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.063722 24.359559 57.499349
31 2025-08-31 41.036957 24.346539 58.029224
32 2025-09-30 41.011055 24.256462 57.704681
33 2025-10-31 40.984290 25.581150 58.199469
34 2025-11-30 40.958389 23.919250 57.056153
13:57:52 - cmdstanpy - INFO - Chain [1] start processing 13:57:52 - cmdstanpy - INFO - Chain [1] done processing 13:57:52 - cmdstanpy - INFO - Chain [1] start processing 13:57:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 334:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.680761 14.879927 53.716375
31 2025-08-31 33.504429 14.683114 52.115815
32 2025-09-30 33.333786 13.630954 52.713144
33 2025-10-31 33.157455 13.181584 50.868203
34 2025-11-30 32.986812 13.598566 53.185536
Forecast for Asia and Product 335:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.741142 24.286909 56.532130
31 2025-08-31 39.872223 24.870808 57.259061
32 2025-09-30 39.999075 25.061649 56.819635
33 2025-10-31 40.130156 24.264913 55.716531
34 2025-11-30 40.257008 23.600953 56.717695
13:57:52 - cmdstanpy - INFO - Chain [1] start processing 13:57:52 - cmdstanpy - INFO - Chain [1] done processing 13:57:52 - cmdstanpy - INFO - Chain [1] start processing 13:57:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 336:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.009719 19.241241 63.273899
31 2025-08-31 41.242746 18.696710 63.780605
32 2025-09-30 41.468257 18.426619 64.287856
33 2025-10-31 41.701285 18.743275 61.556253
34 2025-11-30 41.926795 17.573397 65.252898
Forecast for Asia and Product 337:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.851837 42.108056 64.962028
31 2025-08-31 53.778409 42.542643 65.890989
32 2025-09-30 54.675092 43.229301 65.743207
33 2025-10-31 55.601665 44.831748 67.674526
34 2025-11-30 56.498348 44.523426 67.360931
13:57:52 - cmdstanpy - INFO - Chain [1] start processing 13:57:52 - cmdstanpy - INFO - Chain [1] done processing 13:57:53 - cmdstanpy - INFO - Chain [1] start processing 13:57:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 338:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.679678 37.361543 72.980456
31 2025-08-31 55.431355 37.165740 73.259036
32 2025-09-30 56.158784 39.754131 73.827679
33 2025-10-31 56.910461 40.042790 75.053576
34 2025-11-30 57.637891 40.384488 74.232394
Forecast for Asia and Product 339:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.100862 36.568321 61.146685
31 2025-08-31 49.665757 36.890685 62.408315
32 2025-09-30 50.212429 37.438490 63.452580
33 2025-10-31 50.777323 38.357429 62.119761
34 2025-11-30 51.323995 39.014339 64.001716
13:57:53 - cmdstanpy - INFO - Chain [1] start processing 13:57:53 - cmdstanpy - INFO - Chain [1] done processing 13:57:53 - cmdstanpy - INFO - Chain [1] start processing 13:57:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 340:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.566709 24.126764 46.414076
31 2025-08-31 35.382786 23.921095 46.156278
32 2025-09-30 35.204796 23.932207 46.216605
33 2025-10-31 35.020873 23.704457 46.534082
34 2025-11-30 34.842883 23.978097 46.321839
Forecast for Asia and Product 341:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.404168 17.528121 54.231447
31 2025-08-31 36.033049 16.654246 54.607333
32 2025-09-30 35.673902 18.142097 56.333626
33 2025-10-31 35.302783 18.351080 55.296033
34 2025-11-30 34.943636 16.860456 53.905934
13:57:53 - cmdstanpy - INFO - Chain [1] start processing 13:57:53 - cmdstanpy - INFO - Chain [1] done processing 13:57:53 - cmdstanpy - INFO - Chain [1] start processing 13:57:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 342:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.092711 21.989255 63.374902
31 2025-08-31 43.355942 24.011454 63.670622
32 2025-09-30 43.610682 23.193519 66.594812
33 2025-10-31 43.873913 23.877699 64.680494
34 2025-11-30 44.128653 23.502191 64.844455
13:57:54 - cmdstanpy - INFO - Chain [1] start processing 13:57:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 343:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.624907 17.050000 64.636138
31 2025-08-31 40.560820 16.190095 64.638373
32 2025-09-30 40.498801 17.719997 63.233170
33 2025-10-31 40.434714 17.372584 63.965285
34 2025-11-30 40.372695 16.732771 64.628695
Forecast for Asia and Product 344:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.229772 21.239491 64.886711
31 2025-08-31 43.602978 23.104068 67.394389
32 2025-09-30 43.964145 23.729759 64.997679
33 2025-10-31 44.337351 22.491457 65.291987
34 2025-11-30 44.698518 23.552270 65.969226
13:57:54 - cmdstanpy - INFO - Chain [1] start processing 13:57:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 345:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.869340 4.097508 41.225342
31 2025-08-31 21.140090 1.638796 40.445032
32 2025-09-30 20.434364 3.455576 37.701701
33 2025-10-31 19.705114 1.156297 37.305772
34 2025-11-30 18.999388 1.666298 36.469136
13:57:54 - cmdstanpy - INFO - Chain [1] start processing 13:57:54 - cmdstanpy - INFO - Chain [1] done processing 13:57:54 - cmdstanpy - INFO - Chain [1] start processing 13:57:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 346:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.564716 21.791795 59.766625
31 2025-08-31 40.397756 22.478778 61.190247
32 2025-09-30 40.236183 19.828814 59.015233
33 2025-10-31 40.069224 20.336909 59.160299
34 2025-11-30 39.907650 21.146052 58.941894
Forecast for Asia and Product 347:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.855395 13.063817 51.944089
31 2025-08-31 31.347372 11.475707 49.857497
32 2025-09-30 30.855737 13.177513 48.967863
33 2025-10-31 30.347714 10.456482 50.476477
34 2025-11-30 29.856079 11.076398 49.704785
13:57:54 - cmdstanpy - INFO - Chain [1] start processing 13:57:54 - cmdstanpy - INFO - Chain [1] done processing 13:57:55 - cmdstanpy - INFO - Chain [1] start processing 13:57:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 348:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.538132 21.830616 62.973778
31 2025-08-31 42.877312 21.930714 64.279800
32 2025-09-30 43.205551 22.066158 63.743449
33 2025-10-31 43.544731 22.495661 64.314172
34 2025-11-30 43.872969 21.288032 65.259709
Forecast for Asia and Product 349:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.573122 25.085650 63.078724
31 2025-08-31 43.659416 25.147206 61.064635
32 2025-09-30 43.742927 24.535189 63.483043
33 2025-10-31 43.829221 26.746876 63.720736
34 2025-11-30 43.912732 24.288616 61.456879
13:57:55 - cmdstanpy - INFO - Chain [1] start processing 13:57:55 - cmdstanpy - INFO - Chain [1] done processing 13:57:55 - cmdstanpy - INFO - Chain [1] start processing 13:57:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 350:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.120043 12.410751 55.113803
31 2025-08-31 32.525591 9.437091 54.568103
32 2025-09-30 31.950315 11.120991 54.421878
33 2025-10-31 31.355863 8.776734 53.783374
34 2025-11-30 30.780587 8.409095 52.224625
Forecast for Asia and Product 351:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.564420 14.720832 67.460297
31 2025-08-31 41.492270 14.435594 67.658286
32 2025-09-30 41.422446 16.167810 69.724573
33 2025-10-31 41.350295 13.023362 68.226120
34 2025-11-30 41.280472 14.571652 68.677672
13:57:55 - cmdstanpy - INFO - Chain [1] start processing 13:57:55 - cmdstanpy - INFO - Chain [1] done processing 13:57:55 - cmdstanpy - INFO - Chain [1] start processing 13:57:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 352:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.197938 27.676423 66.890815
31 2025-08-31 47.588593 26.971981 65.913626
32 2025-09-30 47.966647 28.474534 67.661346
33 2025-10-31 48.357303 30.221482 68.017611
34 2025-11-30 48.735356 27.755152 69.364838
Forecast for Asia and Product 353:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.626645 27.439527 73.025723
31 2025-08-31 51.006991 27.074096 73.788235
32 2025-09-30 51.375068 28.192427 75.979077
33 2025-10-31 51.755415 27.252047 74.321128
34 2025-11-30 52.123492 30.283485 75.205141
13:57:55 - cmdstanpy - INFO - Chain [1] start processing 13:57:55 - cmdstanpy - INFO - Chain [1] done processing 13:57:56 - cmdstanpy - INFO - Chain [1] start processing 13:57:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 354:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.372034 24.747282 67.446493
31 2025-08-31 45.565534 23.867584 66.482067
32 2025-09-30 45.752793 24.236060 66.902742
33 2025-10-31 45.946293 24.788879 68.523655
34 2025-11-30 46.133551 22.976136 67.289234
Forecast for Asia and Product 355:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.626802 27.561506 75.032693
31 2025-08-31 52.112964 26.374511 77.250618
32 2025-09-30 52.583443 29.572221 74.907215
33 2025-10-31 53.069605 30.770076 76.209069
34 2025-11-30 53.540084 29.016348 76.635501
13:57:56 - cmdstanpy - INFO - Chain [1] start processing 13:57:56 - cmdstanpy - INFO - Chain [1] done processing 13:57:56 - cmdstanpy - INFO - Chain [1] start processing 13:57:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 356:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.130788 8.805065 44.780161
31 2025-08-31 26.595051 9.041637 42.649050
32 2025-09-30 26.076596 8.938800 43.536927
33 2025-10-31 25.540859 7.716981 41.722788
34 2025-11-30 25.022404 7.420994 42.696047
Forecast for Asia and Product 357:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.526251 14.487936 55.672371
31 2025-08-31 33.955914 11.828454 53.772416
32 2025-09-30 33.403974 13.273564 54.038679
33 2025-10-31 32.833637 10.671463 52.690585
34 2025-11-30 32.281698 12.830602 53.843095
13:57:56 - cmdstanpy - INFO - Chain [1] start processing 13:57:56 - cmdstanpy - INFO - Chain [1] done processing 13:57:56 - cmdstanpy - INFO - Chain [1] start processing 13:57:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 358:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.451770 12.241886 57.069249
31 2025-08-31 34.100635 10.653882 55.353965
32 2025-09-30 33.760828 11.018960 56.051544
33 2025-10-31 33.409693 11.167184 55.192169
34 2025-11-30 33.069886 9.537713 53.909702
Forecast for Asia and Product 359:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.301710 29.365977 52.809279
31 2025-08-31 40.334259 30.079598 51.977931
32 2025-09-30 40.365758 28.637714 50.677838
33 2025-10-31 40.398308 29.583249 51.433279
34 2025-11-30 40.429807 29.427805 52.062749
13:57:56 - cmdstanpy - INFO - Chain [1] start processing 13:57:57 - cmdstanpy - INFO - Chain [1] done processing 13:57:57 - cmdstanpy - INFO - Chain [1] start processing 13:57:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 360:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.446997 21.024576 57.714449
31 2025-08-31 38.495500 19.918864 57.583345
32 2025-09-30 38.542439 20.280170 57.339109
33 2025-10-31 38.590942 20.220522 55.675563
34 2025-11-30 38.637881 21.102508 56.863739
Forecast for Asia and Product 361:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.142620 21.719829 60.301358
31 2025-08-31 41.062469 22.522856 62.622582
32 2025-09-30 40.984904 21.576696 63.868437
33 2025-10-31 40.904753 21.406203 60.983456
34 2025-11-30 40.827188 19.677111 60.616168
13:57:57 - cmdstanpy - INFO - Chain [1] start processing 13:57:57 - cmdstanpy - INFO - Chain [1] done processing 13:57:57 - cmdstanpy - INFO - Chain [1] start processing 13:57:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 362:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.687820 15.188907 56.268996
31 2025-08-31 35.226870 11.395527 57.292497
32 2025-09-30 34.780788 11.881760 57.942550
33 2025-10-31 34.319837 12.095051 57.819434
34 2025-11-30 33.873756 11.116112 56.858086
13:57:57 - cmdstanpy - INFO - Chain [1] start processing 13:57:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 363:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.645636 25.799253 66.965131
31 2025-08-31 45.594390 24.147786 65.843114
32 2025-09-30 45.544797 26.107860 67.668535
33 2025-10-31 45.493551 25.624228 66.239332
34 2025-11-30 45.443958 25.692678 65.707524
Forecast for Asia and Product 364:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.425958 9.053337 53.171901
31 2025-08-31 30.959579 8.783051 52.465155
32 2025-09-30 30.508245 8.269520 55.764263
33 2025-10-31 30.041866 6.631139 52.051308
34 2025-11-30 29.590531 7.442769 50.480513
13:57:57 - cmdstanpy - INFO - Chain [1] start processing 13:57:57 - cmdstanpy - INFO - Chain [1] done processing 13:57:58 - cmdstanpy - INFO - Chain [1] start processing 13:57:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 365:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.217755 34.492955 72.819794
31 2025-08-31 53.727869 34.317319 73.973801
32 2025-09-30 54.221527 33.983031 75.218734
33 2025-10-31 54.731640 35.285747 75.633987
34 2025-11-30 55.225298 36.570898 75.583616
Forecast for Asia and Product 366:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.762037 10.607144 51.896230
31 2025-08-31 30.246125 9.949279 50.838986
32 2025-09-30 29.746854 9.461528 52.033655
33 2025-10-31 29.230941 8.911176 48.462252
34 2025-11-30 28.731671 8.376604 49.564330
13:57:58 - cmdstanpy - INFO - Chain [1] start processing 13:57:58 - cmdstanpy - INFO - Chain [1] done processing 13:57:58 - cmdstanpy - INFO - Chain [1] start processing 13:57:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 367:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.504081 13.098659 66.280317
31 2025-08-31 39.350165 12.969225 67.797888
32 2025-09-30 39.201214 13.767700 65.964813
33 2025-10-31 39.047298 12.672566 66.304413
34 2025-11-30 38.898347 12.502818 64.530591
Forecast for Asia and Product 368:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.755722 17.706612 57.029135
31 2025-08-31 37.794383 19.489652 56.669299
32 2025-09-30 37.831798 18.296966 57.620125
33 2025-10-31 37.870460 19.314427 57.303641
34 2025-11-30 37.907874 17.769467 57.960558
13:57:58 - cmdstanpy - INFO - Chain [1] start processing 13:57:58 - cmdstanpy - INFO - Chain [1] done processing 13:57:58 - cmdstanpy - INFO - Chain [1] start processing 13:57:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 369:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.557813 18.192336 45.536977
31 2025-08-31 31.100652 17.736751 44.649155
32 2025-09-30 30.658238 17.015371 43.641877
33 2025-10-31 30.201077 17.167907 44.608163
34 2025-11-30 29.758662 16.678907 42.894435
Forecast for Asia and Product 370:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.010319 26.490868 64.125140
31 2025-08-31 47.488240 29.869690 66.731262
32 2025-09-30 47.950744 30.179837 66.979968
33 2025-10-31 48.428665 30.364173 68.143615
34 2025-11-30 48.891169 27.780256 67.553586
13:57:58 - cmdstanpy - INFO - Chain [1] start processing 13:57:59 - cmdstanpy - INFO - Chain [1] done processing 13:57:59 - cmdstanpy - INFO - Chain [1] start processing 13:57:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 371:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.731129 17.650002 57.581410
31 2025-08-31 37.427491 17.442036 58.090975
32 2025-09-30 37.133649 17.952535 57.214031
33 2025-10-31 36.830012 15.946320 57.677865
34 2025-11-30 36.536170 16.377368 55.426141
Forecast for Asia and Product 372:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.422478 17.530906 64.090972
31 2025-08-31 40.358928 15.696027 64.152594
32 2025-09-30 40.297427 17.945587 65.536770
33 2025-10-31 40.233876 16.992500 62.420054
34 2025-11-30 40.172376 17.386896 63.745162
13:57:59 - cmdstanpy - INFO - Chain [1] start processing 13:57:59 - cmdstanpy - INFO - Chain [1] done processing 13:57:59 - cmdstanpy - INFO - Chain [1] start processing 13:57:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 373:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.201550 31.969828 71.133321
31 2025-08-31 51.596879 31.195010 70.888366
32 2025-09-30 51.979455 33.690985 71.298881
33 2025-10-31 52.374784 33.494451 72.247167
34 2025-11-30 52.757361 34.598901 73.141528
Forecast for Asia and Product 374:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.675921 36.074208 70.709261
31 2025-08-31 54.140419 36.598616 71.521357
32 2025-09-30 54.589934 37.973214 72.094994
33 2025-10-31 55.054432 38.449570 72.657570
34 2025-11-30 55.503946 37.376593 73.566478
13:57:59 - cmdstanpy - INFO - Chain [1] start processing 13:57:59 - cmdstanpy - INFO - Chain [1] done processing 13:57:59 - cmdstanpy - INFO - Chain [1] start processing 13:57:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 375:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.959458 29.346754 58.716398
31 2025-08-31 44.224784 29.275962 59.922021
32 2025-09-30 44.481552 30.210595 59.461095
33 2025-10-31 44.746878 30.612062 60.482995
34 2025-11-30 45.003645 29.206894 60.810540
Forecast for Asia and Product 376:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.824544 2.364491 42.156674
31 2025-08-31 21.070420 0.969149 39.671016
32 2025-09-30 20.340623 0.417789 39.610647
33 2025-10-31 19.586499 0.436803 38.954364
34 2025-11-30 18.856702 0.368343 37.203145
13:58:00 - cmdstanpy - INFO - Chain [1] start processing 13:58:00 - cmdstanpy - INFO - Chain [1] done processing 13:58:00 - cmdstanpy - INFO - Chain [1] start processing 13:58:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 377:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.696673 21.495626 55.580112
31 2025-08-31 38.847654 21.731625 54.461040
32 2025-09-30 38.993764 22.090996 55.972464
33 2025-10-31 39.144745 22.524108 56.772664
34 2025-11-30 39.290856 23.297285 56.019642
Forecast for Asia and Product 378:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.697823 11.128806 58.262785
31 2025-08-31 34.483575 11.468431 60.014708
32 2025-09-30 34.276238 9.988977 59.512220
33 2025-10-31 34.061991 8.638989 57.844879
34 2025-11-30 33.854654 10.342834 58.200291
13:58:00 - cmdstanpy - INFO - Chain [1] start processing 13:58:00 - cmdstanpy - INFO - Chain [1] done processing 13:58:00 - cmdstanpy - INFO - Chain [1] start processing 13:58:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 379:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.703178 23.321275 61.357219
31 2025-08-31 42.914037 24.179741 62.452084
32 2025-09-30 43.118095 25.083700 63.514700
33 2025-10-31 43.328955 22.987309 63.917525
34 2025-11-30 43.533013 24.091205 62.873438
Forecast for Asia and Product 380:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.501150 7.419396 48.596325
31 2025-08-31 28.168919 8.576904 50.600455
32 2025-09-30 27.847406 6.776596 47.579606
33 2025-10-31 27.515175 7.562949 48.869670
34 2025-11-30 27.193661 5.814398 48.508568
13:58:00 - cmdstanpy - INFO - Chain [1] start processing 13:58:01 - cmdstanpy - INFO - Chain [1] done processing 13:58:01 - cmdstanpy - INFO - Chain [1] start processing 13:58:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 381:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.298702 14.147944 56.061159
31 2025-08-31 33.899352 12.667947 55.452132
32 2025-09-30 33.512884 13.921607 56.501040
33 2025-10-31 33.113534 12.147261 52.433308
34 2025-11-30 32.727066 10.411757 53.355419
Forecast for Asia and Product 382:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.715231 12.372418 50.807277
31 2025-08-31 31.296990 11.068620 52.456180
32 2025-09-30 30.892241 10.541269 51.508283
33 2025-10-31 30.474000 10.515259 49.631559
34 2025-11-30 30.069250 9.252532 50.048602
13:58:01 - cmdstanpy - INFO - Chain [1] start processing 13:58:01 - cmdstanpy - INFO - Chain [1] done processing 13:58:01 - cmdstanpy - INFO - Chain [1] start processing 13:58:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 383:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.369765 25.015889 51.946590
31 2025-08-31 39.352375 25.519378 52.241092
32 2025-09-30 39.335546 26.297791 51.502029
33 2025-10-31 39.318156 26.055006 53.250303
34 2025-11-30 39.301327 25.347462 52.819921
Forecast for Asia and Product 384:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.467005 21.327476 62.490720
31 2025-08-31 41.347750 19.422751 61.403926
32 2025-09-30 41.232341 20.330941 60.334874
33 2025-10-31 41.113086 19.093595 61.534166
34 2025-11-30 40.997677 21.234111 62.284888
13:58:01 - cmdstanpy - INFO - Chain [1] start processing 13:58:01 - cmdstanpy - INFO - Chain [1] done processing 13:58:01 - cmdstanpy - INFO - Chain [1] start processing 13:58:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 385:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.100129 16.055153 53.654460
31 2025-08-31 33.777898 15.561610 52.835177
32 2025-09-30 33.466062 12.823691 53.803551
33 2025-10-31 33.143831 15.018084 53.033235
34 2025-11-30 32.831994 12.263715 52.066519
Forecast for Asia and Product 386:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.693222 10.797776 51.652065
31 2025-08-31 30.332139 9.573650 50.074870
32 2025-09-30 29.982703 11.138568 50.592896
33 2025-10-31 29.621620 8.585737 49.057025
34 2025-11-30 29.272185 9.076816 48.923280
13:58:02 - cmdstanpy - INFO - Chain [1] start processing 13:58:02 - cmdstanpy - INFO - Chain [1] done processing 13:58:02 - cmdstanpy - INFO - Chain [1] start processing 13:58:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 387:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.215286 37.991712 75.621072
31 2025-08-31 57.998263 38.953223 77.825012
32 2025-09-30 58.755983 39.434037 77.428938
33 2025-10-31 59.538960 41.446334 78.754002
34 2025-11-30 60.296680 40.895289 80.119331
Forecast for Asia and Product 388:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.360415 11.060553 37.751011
31 2025-08-31 23.741653 10.879898 37.186834
32 2025-09-30 23.142852 9.349227 35.793890
33 2025-10-31 22.524091 8.483562 34.795641
34 2025-11-30 21.925290 8.730294 36.230136
13:58:02 - cmdstanpy - INFO - Chain [1] start processing 13:58:02 - cmdstanpy - INFO - Chain [1] done processing 13:58:02 - cmdstanpy - INFO - Chain [1] start processing 13:58:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 389:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.138133 32.938425 74.811420
31 2025-08-31 54.835359 32.525941 75.224470
32 2025-09-30 55.510094 35.463583 77.799631
33 2025-10-31 56.207320 36.022746 76.081953
34 2025-11-30 56.882055 34.591208 77.194703
Forecast for Asia and Product 390:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.037026 32.467853 68.044954
31 2025-08-31 50.181315 31.863533 68.468825
32 2025-09-30 50.320948 33.211120 68.454283
33 2025-10-31 50.465236 33.371350 67.447319
34 2025-11-30 50.604870 33.123722 70.341882
13:58:02 - cmdstanpy - INFO - Chain [1] start processing 13:58:02 - cmdstanpy - INFO - Chain [1] done processing 13:58:02 - cmdstanpy - INFO - Chain [1] start processing 13:58:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 391:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.213837 15.774301 46.687886
31 2025-08-31 30.695447 14.515582 46.556209
32 2025-09-30 30.193780 14.233915 45.138746
33 2025-10-31 29.675390 13.525859 46.584291
34 2025-11-30 29.173722 12.510385 45.077602
Forecast for Asia and Product 392:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.784725 19.939912 51.953447
31 2025-08-31 35.298861 20.263659 51.254312
32 2025-09-30 34.828670 19.831880 50.923002
33 2025-10-31 34.342805 17.508500 49.583305
34 2025-11-30 33.872614 17.748795 50.675808
13:58:03 - cmdstanpy - INFO - Chain [1] start processing 13:58:03 - cmdstanpy - INFO - Chain [1] done processing 13:58:03 - cmdstanpy - INFO - Chain [1] start processing 13:58:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 393:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.842661 18.253114 65.131871
31 2025-08-31 40.704017 17.249146 62.578050
32 2025-09-30 40.569846 15.845440 63.885959
33 2025-10-31 40.431202 17.558567 63.967607
34 2025-11-30 40.297031 16.220714 63.290025
Forecast for Asia and Product 394:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.850808 11.864454 60.234266
31 2025-08-31 35.518413 12.326948 60.984567
32 2025-09-30 35.196740 10.484674 57.292281
33 2025-10-31 34.864344 11.009872 58.850740
34 2025-11-30 34.542671 11.927522 56.995429
13:58:03 - cmdstanpy - INFO - Chain [1] start processing 13:58:03 - cmdstanpy - INFO - Chain [1] done processing 13:58:03 - cmdstanpy - INFO - Chain [1] start processing 13:58:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 395:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.029896 16.104048 47.964067
31 2025-08-31 31.506987 16.248155 46.695815
32 2025-09-30 31.000947 15.009429 46.555136
33 2025-10-31 30.478038 13.489385 45.208408
34 2025-11-30 29.971998 15.077775 45.009257
Forecast for Asia and Product 396:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.035435 10.085707 55.674668
31 2025-08-31 32.976636 10.950926 56.102000
32 2025-09-30 32.919734 10.213345 55.586456
33 2025-10-31 32.860935 9.257424 57.148755
34 2025-11-30 32.804033 9.415337 55.833940
13:58:03 - cmdstanpy - INFO - Chain [1] start processing 13:58:04 - cmdstanpy - INFO - Chain [1] done processing 13:58:04 - cmdstanpy - INFO - Chain [1] start processing 13:58:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 397:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.583462 34.905991 61.814431
31 2025-08-31 48.966999 35.466503 63.315619
32 2025-09-30 49.338163 35.870891 62.927526
33 2025-10-31 49.721700 36.111587 62.608991
34 2025-11-30 50.092864 37.187051 63.862324
Forecast for Asia and Product 398:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.016523 14.330292 49.656113
31 2025-08-31 32.453848 13.629025 49.697759
32 2025-09-30 31.909324 13.114907 50.189387
33 2025-10-31 31.346649 13.595781 49.830290
34 2025-11-30 30.802125 12.791095 49.219807
13:58:04 - cmdstanpy - INFO - Chain [1] start processing 13:58:04 - cmdstanpy - INFO - Chain [1] done processing 13:58:04 - cmdstanpy - INFO - Chain [1] start processing 13:58:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 399:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.111230 6.634001 59.502781
31 2025-08-31 31.497864 5.812398 56.170894
32 2025-09-30 30.904283 6.595065 56.083682
33 2025-10-31 30.290917 5.916304 55.434207
34 2025-11-30 29.697337 4.933096 52.724139
Forecast for Asia and Product 400:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.516595 24.929204 54.330934
31 2025-08-31 39.658439 24.955802 53.358825
32 2025-09-30 39.795707 25.494349 52.856357
33 2025-10-31 39.937551 26.268481 53.724605
34 2025-11-30 40.074819 25.455270 54.310506
13:58:04 - cmdstanpy - INFO - Chain [1] start processing 13:58:04 - cmdstanpy - INFO - Chain [1] done processing 13:58:04 - cmdstanpy - INFO - Chain [1] start processing 13:58:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 401:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.391744 18.939787 46.690286
31 2025-08-31 31.911656 18.020330 44.742125
32 2025-09-30 31.447055 18.213923 44.511390
33 2025-10-31 30.966967 16.854362 44.148237
34 2025-11-30 30.502365 16.959884 44.469575
Forecast for Asia and Product 402:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.270833 26.438315 60.207881
31 2025-08-31 43.644911 26.602078 59.943076
32 2025-09-30 44.006923 27.176217 60.459843
33 2025-10-31 44.381002 27.346493 60.022915
34 2025-11-30 44.743013 28.795378 59.997725
13:58:05 - cmdstanpy - INFO - Chain [1] start processing 13:58:05 - cmdstanpy - INFO - Chain [1] done processing 13:58:05 - cmdstanpy - INFO - Chain [1] start processing 13:58:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 403:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.237668 15.039881 56.120022
31 2025-08-31 34.849346 14.749854 56.605561
32 2025-09-30 34.473550 15.573706 56.630306
33 2025-10-31 34.085229 13.407348 55.786418
34 2025-11-30 33.709433 11.929985 54.960508
Forecast for Asia and Product 404:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.171291 27.977885 63.595989
31 2025-08-31 45.477800 27.572468 63.542223
32 2025-09-30 45.774421 28.220045 63.427213
33 2025-10-31 46.080930 27.539922 64.586110
34 2025-11-30 46.377551 26.812515 63.955886
13:58:05 - cmdstanpy - INFO - Chain [1] start processing 13:58:05 - cmdstanpy - INFO - Chain [1] done processing 13:58:05 - cmdstanpy - INFO - Chain [1] start processing 13:58:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 405:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.934067 33.974139 76.986381
31 2025-08-31 55.633940 33.318188 76.176240
32 2025-09-30 56.311236 34.568594 76.680488
33 2025-10-31 57.011109 36.085311 79.715945
34 2025-11-30 57.688405 36.912169 78.941577
Forecast for Asia and Product 406:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.956729 24.343147 66.117358
31 2025-08-31 45.101374 23.501357 65.300083
32 2025-09-30 45.241354 23.276224 65.902037
33 2025-10-31 45.385999 25.036163 66.311276
34 2025-11-30 45.525979 25.750636 66.717491
13:58:05 - cmdstanpy - INFO - Chain [1] start processing 13:58:05 - cmdstanpy - INFO - Chain [1] done processing 13:58:05 - cmdstanpy - INFO - Chain [1] start processing 13:58:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 407:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.475758 34.199436 71.557472
31 2025-08-31 53.244016 33.729406 72.429767
32 2025-09-30 53.987493 33.817009 73.836823
33 2025-10-31 54.755751 34.547424 73.333221
34 2025-11-30 55.499228 35.912306 74.394161
Forecast for Asia and Product 408:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.220172 17.555532 56.586910
31 2025-08-31 37.402263 18.224994 56.071087
32 2025-09-30 37.578480 17.904052 57.503720
33 2025-10-31 37.760572 18.618966 55.643946
34 2025-11-30 37.936789 18.892647 55.761914
13:58:06 - cmdstanpy - INFO - Chain [1] start processing 13:58:06 - cmdstanpy - INFO - Chain [1] done processing 13:58:06 - cmdstanpy - INFO - Chain [1] start processing 13:58:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 409:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.249656 18.708476 59.181051
31 2025-08-31 39.010062 18.615659 60.494478
32 2025-09-30 38.778198 18.457904 59.289914
33 2025-10-31 38.538604 17.596704 58.539081
34 2025-11-30 38.306739 16.405837 56.722651
Forecast for Asia and Product 410:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.261727 18.118282 54.513321
31 2025-08-31 35.930658 19.301997 53.569749
32 2025-09-30 35.610269 19.013674 52.642222
33 2025-10-31 35.279201 19.422903 51.865096
34 2025-11-30 34.958812 17.917740 51.775416
13:58:06 - cmdstanpy - INFO - Chain [1] start processing 13:58:06 - cmdstanpy - INFO - Chain [1] done processing 13:58:06 - cmdstanpy - INFO - Chain [1] start processing 13:58:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 411:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.991798 20.727507 49.588070
31 2025-08-31 35.012471 20.427325 48.855677
32 2025-09-30 35.032477 20.703106 48.796856
33 2025-10-31 35.053150 20.454376 50.167314
34 2025-11-30 35.073156 20.313959 49.261098
Forecast for Asia and Product 412:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.565981 10.695995 50.748591
31 2025-08-31 30.121076 9.694015 51.398488
32 2025-09-30 29.690522 8.258042 49.365197
33 2025-10-31 29.245617 7.869988 48.309230
34 2025-11-30 28.815063 9.558450 50.466601
13:58:06 - cmdstanpy - INFO - Chain [1] start processing 13:58:06 - cmdstanpy - INFO - Chain [1] done processing 13:58:07 - cmdstanpy - INFO - Chain [1] start processing 13:58:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 413:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.283534 10.648852 53.660064
31 2025-08-31 31.717998 11.099330 53.412551
32 2025-09-30 31.170705 10.316291 52.853914
33 2025-10-31 30.605168 9.397927 51.728970
34 2025-11-30 30.057875 10.450758 50.420254
Forecast for Asia and Product 414:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.742609 13.038885 54.704521
31 2025-08-31 33.550048 12.413028 52.523074
32 2025-09-30 33.363700 11.781544 54.780012
33 2025-10-31 33.171139 12.475377 54.262195
34 2025-11-30 32.984790 13.077544 53.430242
13:58:07 - cmdstanpy - INFO - Chain [1] start processing 13:58:07 - cmdstanpy - INFO - Chain [1] done processing 13:58:07 - cmdstanpy - INFO - Chain [1] start processing 13:58:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 415:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.532140 11.678539 66.049275
31 2025-08-31 37.244974 9.791715 66.861382
32 2025-09-30 36.967072 10.337602 63.978115
33 2025-10-31 36.679907 9.508863 66.539693
34 2025-11-30 36.402005 7.692589 65.114514
Forecast for Asia and Product 416:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.468394 29.405692 63.482349
31 2025-08-31 47.029256 30.832518 62.951138
32 2025-09-30 47.572026 31.275939 65.031851
33 2025-10-31 48.132888 31.813979 64.525514
34 2025-11-30 48.675658 32.845448 65.036746
13:58:07 - cmdstanpy - INFO - Chain [1] start processing 13:58:07 - cmdstanpy - INFO - Chain [1] done processing 13:58:07 - cmdstanpy - INFO - Chain [1] start processing 13:58:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 417:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.192023 7.208268 42.090250
31 2025-08-31 23.597293 6.634247 40.718840
32 2025-09-30 23.021748 5.018049 39.552475
33 2025-10-31 22.427018 5.760182 39.311951
34 2025-11-30 21.851472 5.024561 40.552020
Forecast for Asia and Product 418:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.857166 37.861469 70.448753
31 2025-08-31 54.369097 38.083059 70.394489
32 2025-09-30 54.864514 39.313118 71.591905
33 2025-10-31 55.376444 40.167638 73.336830
34 2025-11-30 55.871861 40.114066 72.488393
13:58:07 - cmdstanpy - INFO - Chain [1] start processing 13:58:07 - cmdstanpy - INFO - Chain [1] done processing 13:58:08 - cmdstanpy - INFO - Chain [1] start processing 13:58:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 419:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.829832 15.242909 58.251734
31 2025-08-31 36.743540 14.267343 56.794059
32 2025-09-30 36.660032 16.593078 56.379460
33 2025-10-31 36.573740 14.540364 58.375865
34 2025-11-30 36.490232 16.986975 58.224454
Forecast for Asia and Product 420:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.349525 29.614618 61.413087
31 2025-08-31 45.629416 28.747896 62.953718
32 2025-09-30 45.900279 29.459057 61.071661
33 2025-10-31 46.180170 29.230991 62.993638
34 2025-11-30 46.451033 30.405105 62.992101
13:58:08 - cmdstanpy - INFO - Chain [1] start processing 13:58:08 - cmdstanpy - INFO - Chain [1] done processing 13:58:08 - cmdstanpy - INFO - Chain [1] start processing 13:58:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 421:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.496108 24.771420 56.577382
31 2025-08-31 40.639210 25.822990 55.505175
32 2025-09-30 40.777696 26.256506 55.985449
33 2025-10-31 40.920798 25.076675 56.071452
34 2025-11-30 41.059283 24.426075 57.021421
Forecast for Asia and Product 422:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.596775 37.586667 71.240576
31 2025-08-31 55.139223 39.557834 71.791895
32 2025-09-30 55.664173 38.200916 71.991512
33 2025-10-31 56.206622 39.412546 72.085012
34 2025-11-30 56.731572 39.265000 72.311846
13:58:08 - cmdstanpy - INFO - Chain [1] start processing 13:58:08 - cmdstanpy - INFO - Chain [1] done processing 13:58:08 - cmdstanpy - INFO - Chain [1] start processing 13:58:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 423:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.540001 25.333943 76.291050
31 2025-08-31 48.786832 23.680588 72.608465
32 2025-09-30 49.025701 23.101382 72.031369
33 2025-10-31 49.272533 26.179831 72.362470
34 2025-11-30 49.511402 23.940369 73.920057
Forecast for Asia and Product 424:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.929488 32.980317 59.656616
31 2025-08-31 47.616103 33.893210 61.757420
32 2025-09-30 48.280570 33.883280 61.705764
33 2025-10-31 48.967185 36.130367 61.620998
34 2025-11-30 49.631652 36.431115 63.078540
13:58:08 - cmdstanpy - INFO - Chain [1] start processing 13:58:09 - cmdstanpy - INFO - Chain [1] done processing 13:58:09 - cmdstanpy - INFO - Chain [1] start processing 13:58:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 425:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.940814 13.365487 49.980078
31 2025-08-31 31.473482 11.001197 51.088382
32 2025-09-30 31.021225 10.384675 51.278739
33 2025-10-31 30.553892 11.591495 50.920086
34 2025-11-30 30.101635 10.890725 48.798864
Forecast for Asia and Product 426:
ds yhat yhat_lower yhat_upper
30 2025-07-31 61.600008 40.860731 83.132221
31 2025-08-31 62.484705 39.883385 82.547838
32 2025-09-30 63.340863 40.461656 84.277393
33 2025-10-31 64.225559 45.015411 84.948756
34 2025-11-30 65.081717 44.300714 87.494371
13:58:09 - cmdstanpy - INFO - Chain [1] start processing 13:58:09 - cmdstanpy - INFO - Chain [1] done processing 13:58:09 - cmdstanpy - INFO - Chain [1] start processing 13:58:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 427:
ds yhat yhat_lower yhat_upper
29 2025-07-31 26.560843 5.255298 48.646456
30 2025-08-31 25.788736 5.948821 47.599145
31 2025-09-30 25.041535 3.998763 45.306142
32 2025-10-31 24.269428 3.279021 43.412493
33 2025-11-30 23.522228 2.375914 42.124864
Forecast for Asia and Product 428:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.357649 28.774323 62.234819
31 2025-08-31 46.830897 29.559992 63.854093
32 2025-09-30 47.288879 30.310161 63.983263
33 2025-10-31 47.762127 32.080304 63.946635
34 2025-11-30 48.220108 32.098116 65.175822
13:58:09 - cmdstanpy - INFO - Chain [1] start processing 13:58:09 - cmdstanpy - INFO - Chain [1] done processing 13:58:09 - cmdstanpy - INFO - Chain [1] start processing 13:58:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 429:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.956881 26.894315 61.403985
31 2025-08-31 44.008589 26.217475 61.495960
32 2025-09-30 44.058629 27.570182 61.800752
33 2025-10-31 44.110337 26.903728 61.886379
34 2025-11-30 44.160377 26.805220 61.100385
Forecast for Asia and Product 430:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.495096 28.362162 66.958221
31 2025-08-31 47.722056 28.755665 66.919670
32 2025-09-30 47.941694 29.273352 67.293649
33 2025-10-31 48.168653 29.399379 67.204696
34 2025-11-30 48.388291 30.486702 66.822783
13:58:10 - cmdstanpy - INFO - Chain [1] start processing 13:58:10 - cmdstanpy - INFO - Chain [1] done processing 13:58:10 - cmdstanpy - INFO - Chain [1] start processing 13:58:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 431:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.822396 8.615013 56.884047
31 2025-08-31 32.374791 4.653935 56.958471
32 2025-09-30 31.941624 5.588550 56.362718
33 2025-10-31 31.494019 7.121666 56.702671
34 2025-11-30 31.060852 8.210348 57.256858
Forecast for Asia and Product 432:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.596991 12.203175 60.418939
31 2025-08-31 36.559773 12.661384 59.306284
32 2025-09-30 36.523755 13.288898 59.994885
33 2025-10-31 36.486537 12.720089 61.263727
34 2025-11-30 36.450520 12.990496 59.705242
13:58:10 - cmdstanpy - INFO - Chain [1] start processing 13:58:10 - cmdstanpy - INFO - Chain [1] done processing 13:58:10 - cmdstanpy - INFO - Chain [1] start processing 13:58:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 433:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.408091 29.081215 56.616372
31 2025-08-31 43.381574 29.414168 57.711497
32 2025-09-30 43.355912 29.227419 57.225980
33 2025-10-31 43.329395 29.453538 57.033988
34 2025-11-30 43.303734 30.307591 57.791021
Forecast for Asia and Product 434:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.208782 21.868030 61.279701
31 2025-08-31 41.497660 22.759265 60.867048
32 2025-09-30 41.777218 23.311996 62.108033
33 2025-10-31 42.066096 22.663815 62.525827
34 2025-11-30 42.345655 21.528175 60.522772
13:58:10 - cmdstanpy - INFO - Chain [1] start processing 13:58:10 - cmdstanpy - INFO - Chain [1] done processing 13:58:10 - cmdstanpy - INFO - Chain [1] start processing 13:58:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 435:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.157786 10.701545 60.024877
31 2025-08-31 36.061204 11.023094 59.682817
32 2025-09-30 35.967736 13.499733 61.066571
33 2025-10-31 35.871154 12.090044 63.519198
34 2025-11-30 35.777686 12.843216 60.416871
Forecast for Asia and Product 436:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.661059 23.989291 65.856097
31 2025-08-31 45.685007 23.947656 66.076898
32 2025-09-30 45.708182 23.542102 67.211252
33 2025-10-31 45.732130 24.469246 67.204598
34 2025-11-30 45.755306 24.619193 66.399267
13:58:11 - cmdstanpy - INFO - Chain [1] start processing 13:58:11 - cmdstanpy - INFO - Chain [1] done processing 13:58:11 - cmdstanpy - INFO - Chain [1] start processing 13:58:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 437:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.102988 19.749779 80.255357
31 2025-08-31 49.486619 17.278833 78.991215
32 2025-09-30 49.857875 23.398602 81.420808
33 2025-10-31 50.241506 21.893408 80.305832
34 2025-11-30 50.612762 20.670113 82.727739
Forecast for Asia and Product 438:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.790432 27.876194 75.994090
31 2025-08-31 53.668874 28.228569 76.987541
32 2025-09-30 54.518978 31.638125 77.145079
33 2025-10-31 55.397420 30.035688 78.938532
34 2025-11-30 56.247524 32.176947 80.080181
13:58:11 - cmdstanpy - INFO - Chain [1] start processing 13:58:11 - cmdstanpy - INFO - Chain [1] done processing 13:58:11 - cmdstanpy - INFO - Chain [1] start processing 13:58:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 439:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.564141 32.725592 74.681152
31 2025-08-31 54.943223 32.859644 74.466463
32 2025-09-30 55.310077 34.924521 77.322198
33 2025-10-31 55.689159 31.776517 77.310157
34 2025-11-30 56.056013 34.730019 76.890947
Forecast for Asia and Product 440:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.132570 9.320195 55.642929
31 2025-08-31 30.624853 8.951922 56.091849
32 2025-09-30 30.133513 7.378644 54.149969
33 2025-10-31 29.625796 6.691774 53.759067
34 2025-11-30 29.134457 5.044912 52.524201
13:58:11 - cmdstanpy - INFO - Chain [1] start processing 13:58:11 - cmdstanpy - INFO - Chain [1] done processing 13:58:11 - cmdstanpy - INFO - Chain [1] start processing 13:58:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 441:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.526039 16.389027 55.992901
31 2025-08-31 36.328421 16.049565 56.728454
32 2025-09-30 36.137177 16.120801 57.573289
33 2025-10-31 35.939559 14.333550 57.023304
34 2025-11-30 35.748315 15.085614 56.310305
Forecast for Asia and Product 442:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.210858 14.116488 44.963042
31 2025-08-31 29.777486 12.848202 46.218194
32 2025-09-30 29.358094 14.413832 46.189429
33 2025-10-31 28.924722 12.693473 45.646806
34 2025-11-30 28.505330 13.546993 44.166842
13:58:12 - cmdstanpy - INFO - Chain [1] start processing 13:58:12 - cmdstanpy - INFO - Chain [1] done processing 13:58:12 - cmdstanpy - INFO - Chain [1] start processing 13:58:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 443:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.572679 16.070148 57.419510
31 2025-08-31 37.196496 14.286397 60.478066
32 2025-09-30 36.832447 13.919976 58.670997
33 2025-10-31 36.456264 14.115890 57.752671
34 2025-11-30 36.092216 14.338808 57.367644
Forecast for Asia and Product 444:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.902313 19.853100 60.241099
31 2025-08-31 40.085052 19.475430 59.655978
32 2025-09-30 40.261897 20.102351 59.327949
33 2025-10-31 40.444637 20.113320 60.693911
34 2025-11-30 40.621482 21.585793 61.353265
13:58:12 - cmdstanpy - INFO - Chain [1] start processing 13:58:12 - cmdstanpy - INFO - Chain [1] done processing 13:58:12 - cmdstanpy - INFO - Chain [1] start processing 13:58:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 445:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.666746 11.205229 57.182881
31 2025-08-31 34.338404 12.400836 55.924119
32 2025-09-30 34.020654 11.518754 55.701794
33 2025-10-31 33.692312 11.645339 56.584635
34 2025-11-30 33.374562 9.668245 54.872845
Forecast for Asia and Product 446:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.065769 17.248097 60.910223
31 2025-08-31 38.888637 17.490124 61.003411
32 2025-09-30 38.717219 16.488654 60.248741
33 2025-10-31 38.540087 16.423275 60.295898
34 2025-11-30 38.368669 16.787575 59.624299
13:58:12 - cmdstanpy - INFO - Chain [1] start processing 13:58:12 - cmdstanpy - INFO - Chain [1] done processing 13:58:13 - cmdstanpy - INFO - Chain [1] start processing 13:58:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 447:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.979395 13.402083 54.973646
31 2025-08-31 33.464383 12.179547 52.073722
32 2025-09-30 32.965985 13.200934 53.687185
33 2025-10-31 32.450974 12.078292 52.725195
34 2025-11-30 31.952576 12.515205 52.934493
Forecast for Asia and Product 448:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.431058 15.291897 52.570744
31 2025-08-31 32.815837 14.208982 52.139814
32 2025-09-30 32.220461 13.847757 48.790299
33 2025-10-31 31.605240 15.067855 50.985071
34 2025-11-30 31.009864 12.707334 50.996451
13:58:13 - cmdstanpy - INFO - Chain [1] start processing 13:58:13 - cmdstanpy - INFO - Chain [1] done processing 13:58:13 - cmdstanpy - INFO - Chain [1] start processing 13:58:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 449:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.614412 20.951261 53.418427
31 2025-08-31 37.643346 21.553024 54.371413
32 2025-09-30 37.671346 20.655464 52.784887
33 2025-10-31 37.700280 20.692717 55.378618
34 2025-11-30 37.728280 20.850353 54.528500
Forecast for Asia and Product 450:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.561447 31.341780 73.937777
31 2025-08-31 52.840998 32.904206 72.045967
32 2025-09-30 53.111530 31.495709 73.130847
33 2025-10-31 53.391080 31.314346 72.102974
34 2025-11-30 53.661613 34.931015 73.209709
13:58:13 - cmdstanpy - INFO - Chain [1] start processing 13:58:13 - cmdstanpy - INFO - Chain [1] done processing 13:58:13 - cmdstanpy - INFO - Chain [1] start processing 13:58:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 451:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.949933 31.260099 67.355229
31 2025-08-31 50.544512 30.837114 70.186869
32 2025-09-30 51.119911 31.690166 71.446343
33 2025-10-31 51.714490 32.597443 69.429617
34 2025-11-30 52.289889 32.643587 71.806717
Forecast for Asia and Product 452:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.373294 24.598482 63.862793
31 2025-08-31 43.659874 23.696465 62.757783
32 2025-09-30 43.937210 24.856090 65.179465
33 2025-10-31 44.223790 23.774607 64.140276
34 2025-11-30 44.501125 23.964513 64.318253
13:58:13 - cmdstanpy - INFO - Chain [1] start processing 13:58:13 - cmdstanpy - INFO - Chain [1] done processing 13:58:14 - cmdstanpy - INFO - Chain [1] start processing 13:58:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 453:
ds yhat yhat_lower yhat_upper
29 2025-07-31 44.747692 29.042507 59.816835
30 2025-08-31 44.877204 27.873390 60.864671
31 2025-09-30 45.002538 28.566564 60.125343
32 2025-10-31 45.132050 30.106039 59.766395
33 2025-11-30 45.257385 28.596308 61.304017
Forecast for Asia and Product 454:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.223317 17.920589 51.654271
31 2025-08-31 35.098623 16.695498 52.940953
32 2025-09-30 34.977952 16.525767 52.903789
33 2025-10-31 34.853259 18.275826 54.021931
34 2025-11-30 34.732588 18.177273 52.909500
13:58:14 - cmdstanpy - INFO - Chain [1] start processing 13:58:14 - cmdstanpy - INFO - Chain [1] done processing 13:58:14 - cmdstanpy - INFO - Chain [1] start processing 13:58:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 455:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.838605 21.973230 60.006312
31 2025-08-31 40.682517 21.276971 60.007532
32 2025-09-30 40.531464 21.489585 58.792692
33 2025-10-31 40.375376 21.487480 59.141707
34 2025-11-30 40.224323 22.499364 59.909976
Forecast for Asia and Product 456:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.477554 18.337910 58.906631
31 2025-08-31 39.345071 20.330575 60.976622
32 2025-09-30 39.216862 20.277979 60.699279
33 2025-10-31 39.084380 19.761430 60.213802
34 2025-11-30 38.956171 17.882235 59.239241
13:58:14 - cmdstanpy - INFO - Chain [1] start processing 13:58:14 - cmdstanpy - INFO - Chain [1] done processing 13:58:14 - cmdstanpy - INFO - Chain [1] start processing 13:58:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 457:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.326439 27.118261 62.159996
31 2025-08-31 44.334939 26.709867 61.802884
32 2025-09-30 44.343165 26.454670 61.957175
33 2025-10-31 44.351665 26.887624 62.008266
34 2025-11-30 44.359891 27.354009 62.030246
Forecast for Asia and Product 458:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.475150 35.086755 80.482661
31 2025-08-31 58.304694 34.601752 82.373373
32 2025-09-30 59.107479 37.828500 82.860817
33 2025-10-31 59.937024 37.718187 82.458064
34 2025-11-30 60.739809 36.422630 84.893351
13:58:14 - cmdstanpy - INFO - Chain [1] start processing 13:58:14 - cmdstanpy - INFO - Chain [1] done processing 13:58:15 - cmdstanpy - INFO - Chain [1] start processing 13:58:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 459:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.030900 21.864840 63.065034
31 2025-08-31 43.237808 22.169093 63.595418
32 2025-09-30 43.438042 22.106455 64.865555
33 2025-10-31 43.644950 23.906454 64.713442
34 2025-11-30 43.845183 22.460445 65.405024
Forecast for Asia and Product 460:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.367885 32.379366 70.769452
31 2025-08-31 53.256858 34.068875 72.613471
32 2025-09-30 54.117155 34.028015 73.754383
33 2025-10-31 55.006128 35.304163 75.864267
34 2025-11-30 55.866425 36.190255 75.971126
13:58:15 - cmdstanpy - INFO - Chain [1] start processing 13:58:15 - cmdstanpy - INFO - Chain [1] done processing 13:58:15 - cmdstanpy - INFO - Chain [1] start processing 13:58:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 461:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.734977 2.381350 40.382158
31 2025-08-31 20.071441 0.168463 37.554183
32 2025-09-30 19.429310 0.093603 39.795260
33 2025-10-31 18.765774 0.275847 37.523232
34 2025-11-30 18.123642 -1.217197 37.702678
Forecast for Asia and Product 462:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.692766 11.508981 44.804887
31 2025-08-31 27.144389 10.514127 43.760610
32 2025-09-30 26.613701 10.178372 44.403484
33 2025-10-31 26.065324 9.067015 43.286280
34 2025-11-30 25.534636 8.369441 42.321831
13:58:15 - cmdstanpy - INFO - Chain [1] start processing 13:58:15 - cmdstanpy - INFO - Chain [1] done processing 13:58:15 - cmdstanpy - INFO - Chain [1] start processing 13:58:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 463:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.833338 26.670093 66.715754
31 2025-08-31 47.039828 27.498216 65.923915
32 2025-09-30 47.239656 27.353166 66.691927
33 2025-10-31 47.446145 28.143023 67.795479
34 2025-11-30 47.645974 27.988368 66.895645
Forecast for Asia and Product 464:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.536865 21.670051 47.429949
31 2025-08-31 33.410743 18.762149 47.831787
32 2025-09-30 33.288690 19.261908 46.049941
33 2025-10-31 33.162569 19.749625 47.118466
34 2025-11-30 33.040515 18.359074 46.212344
13:58:16 - cmdstanpy - INFO - Chain [1] start processing 13:58:16 - cmdstanpy - INFO - Chain [1] done processing 13:58:16 - cmdstanpy - INFO - Chain [1] start processing 13:58:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 465:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.817877 30.818801 73.845303
31 2025-08-31 52.363028 30.910121 72.844744
32 2025-09-30 52.890593 31.857755 73.645257
33 2025-10-31 53.435744 33.038577 76.859213
34 2025-11-30 53.963309 34.852461 75.934971
Forecast for Asia and Product 466:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.945581 19.709457 52.048730
31 2025-08-31 35.618910 20.966670 51.052548
32 2025-09-30 35.302777 19.683135 50.311892
33 2025-10-31 34.976106 19.119263 51.082384
34 2025-11-30 34.659973 19.150465 51.973293
13:58:16 - cmdstanpy - INFO - Chain [1] start processing 13:58:16 - cmdstanpy - INFO - Chain [1] done processing 13:58:16 - cmdstanpy - INFO - Chain [1] start processing 13:58:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 467:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.404196 23.135058 61.410701
31 2025-08-31 41.439932 23.717604 60.922201
32 2025-09-30 41.474516 23.705693 60.683184
33 2025-10-31 41.510253 21.962310 60.017811
34 2025-11-30 41.544836 22.416771 60.171123
Forecast for Asia and Product 468:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.651439 24.949701 58.817284
31 2025-08-31 41.412391 23.177492 57.348519
32 2025-09-30 41.181054 23.922199 58.291736
33 2025-10-31 40.942006 23.209577 57.875686
34 2025-11-30 40.710669 24.456300 58.018995
13:58:16 - cmdstanpy - INFO - Chain [1] start processing 13:58:16 - cmdstanpy - INFO - Chain [1] done processing 13:58:16 - cmdstanpy - INFO - Chain [1] start processing 13:58:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 469:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.244119 25.063601 70.079724
31 2025-08-31 46.537168 24.046401 67.373229
32 2025-09-30 46.820763 24.574565 68.164181
33 2025-10-31 47.113812 26.070523 68.461097
34 2025-11-30 47.397407 25.826649 69.277832
Forecast for Asia and Product 470:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.131731 12.418824 56.788990
31 2025-08-31 32.566671 12.523170 54.029437
32 2025-09-30 32.019840 11.304711 53.995682
33 2025-10-31 31.454781 8.021717 54.040313
34 2025-11-30 30.907949 9.602527 53.376193
13:58:17 - cmdstanpy - INFO - Chain [1] start processing 13:58:17 - cmdstanpy - INFO - Chain [1] done processing 13:58:17 - cmdstanpy - INFO - Chain [1] start processing 13:58:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 471:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.449272 25.686548 71.542270
31 2025-08-31 48.695983 25.919391 72.116684
32 2025-09-30 48.934736 24.290049 71.406521
33 2025-10-31 49.181446 24.594483 71.752895
34 2025-11-30 49.420199 26.009151 72.749370
Forecast for Asia and Product 472:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.361656 18.647633 64.770747
31 2025-08-31 42.300213 21.473836 65.931716
32 2025-09-30 42.240752 19.927046 65.136598
33 2025-10-31 42.179309 20.900861 65.687222
34 2025-11-30 42.119847 19.491273 64.749524
13:58:17 - cmdstanpy - INFO - Chain [1] start processing 13:58:17 - cmdstanpy - INFO - Chain [1] done processing 13:58:17 - cmdstanpy - INFO - Chain [1] start processing 13:58:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 473:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.807884 18.495592 59.981449
31 2025-08-31 39.748746 18.609771 59.122942
32 2025-09-30 39.691516 18.587279 61.882815
33 2025-10-31 39.632378 17.703547 57.957411
34 2025-11-30 39.575148 18.621399 60.962218
Forecast for Asia and Product 474:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.948538 14.291805 45.989262
31 2025-08-31 29.401375 13.892973 45.587809
32 2025-09-30 28.871863 12.600110 45.096988
33 2025-10-31 28.324701 12.405312 45.591965
34 2025-11-30 27.795189 10.386198 43.360510
13:58:17 - cmdstanpy - INFO - Chain [1] start processing 13:58:17 - cmdstanpy - INFO - Chain [1] done processing 13:58:17 - cmdstanpy - INFO - Chain [1] start processing 13:58:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 475:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.354452 11.908788 48.862099
31 2025-08-31 28.915078 9.111918 48.904171
32 2025-09-30 28.489877 8.874666 47.326885
33 2025-10-31 28.050503 9.240057 46.753670
34 2025-11-30 27.625303 9.007492 45.383679
Forecast for Asia and Product 476:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.042104 38.260942 74.944285
31 2025-08-31 57.892196 39.798633 76.921646
32 2025-09-30 58.714865 40.015687 76.246221
33 2025-10-31 59.564956 41.698559 79.713948
34 2025-11-30 60.387625 41.372204 79.247115
13:58:18 - cmdstanpy - INFO - Chain [1] start processing 13:58:18 - cmdstanpy - INFO - Chain [1] done processing 13:58:18 - cmdstanpy - INFO - Chain [1] start processing 13:58:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 477:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.226018 13.819558 45.808414
31 2025-08-31 28.526611 12.954113 45.355713
32 2025-09-30 27.849766 11.455507 42.960143
33 2025-10-31 27.150359 12.142405 42.438480
34 2025-11-30 26.473514 11.160648 42.262436
Forecast for Asia and Product 478:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.379899 24.169252 53.033211
31 2025-08-31 38.412040 25.075172 52.421846
32 2025-09-30 38.443145 24.067250 52.995739
33 2025-10-31 38.475287 24.061435 52.518640
34 2025-11-30 38.506392 24.601437 52.396751
13:58:18 - cmdstanpy - INFO - Chain [1] start processing 13:58:18 - cmdstanpy - INFO - Chain [1] done processing 13:58:18 - cmdstanpy - INFO - Chain [1] start processing 13:58:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 479:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.669446 12.690887 44.087085
31 2025-08-31 29.227597 10.536104 46.603798
32 2025-09-30 28.800001 12.314198 45.097899
33 2025-10-31 28.358152 12.358499 45.408895
34 2025-11-30 27.930557 10.320823 45.231260
Forecast for Asia and Product 480:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.110167 20.161103 60.996701
31 2025-08-31 41.115973 21.135841 61.799600
32 2025-09-30 41.121592 18.644281 60.362937
33 2025-10-31 41.127398 20.688701 60.125031
34 2025-11-30 41.133016 20.233326 60.946975
13:58:18 - cmdstanpy - INFO - Chain [1] start processing 13:58:18 - cmdstanpy - INFO - Chain [1] done processing 13:58:19 - cmdstanpy - INFO - Chain [1] start processing 13:58:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 481:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.991288 20.061978 52.810233
31 2025-08-31 36.546478 17.504795 54.113094
32 2025-09-30 36.116017 18.491034 51.725908
33 2025-10-31 35.671208 18.154527 52.625706
34 2025-11-30 35.240747 16.995599 51.511144
Forecast for Asia and Product 482:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.503337 38.457640 81.103199
31 2025-08-31 60.401986 37.784531 80.450251
32 2025-09-30 61.271646 40.904378 80.678738
33 2025-10-31 62.170294 39.886631 82.754579
34 2025-11-30 63.039954 42.464095 83.339074
13:58:19 - cmdstanpy - INFO - Chain [1] start processing 13:58:19 - cmdstanpy - INFO - Chain [1] done processing 13:58:19 - cmdstanpy - INFO - Chain [1] start processing 13:58:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 483:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.104087 15.596099 59.972042
31 2025-08-31 36.762977 14.659549 57.310889
32 2025-09-30 36.432870 13.878182 58.162296
33 2025-10-31 36.091759 14.448074 57.343888
34 2025-11-30 35.761652 14.309949 57.551430
Forecast for Asia and Product 484:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.137559 11.328129 49.845643
31 2025-08-31 28.729526 10.981942 46.851118
32 2025-09-30 28.334656 9.839420 47.761540
33 2025-10-31 27.926623 9.205153 46.632879
34 2025-11-30 27.531753 7.911912 46.627064
13:58:19 - cmdstanpy - INFO - Chain [1] start processing 13:58:19 - cmdstanpy - INFO - Chain [1] done processing 13:58:19 - cmdstanpy - INFO - Chain [1] start processing 13:58:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 485:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.660172 27.210107 63.817335
31 2025-08-31 46.026920 27.682022 64.990005
32 2025-09-30 46.381837 29.767736 65.799233
33 2025-10-31 46.748585 28.443482 64.390656
34 2025-11-30 47.103503 30.113384 65.236533
Forecast for Asia and Product 486:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.786294 15.216702 53.931808
31 2025-08-31 34.489622 14.542007 55.280314
32 2025-09-30 34.202520 15.977666 55.347211
33 2025-10-31 33.905848 13.630649 53.377750
34 2025-11-30 33.618746 13.688608 51.948894
13:58:19 - cmdstanpy - INFO - Chain [1] start processing 13:58:19 - cmdstanpy - INFO - Chain [1] done processing 13:58:20 - cmdstanpy - INFO - Chain [1] start processing 13:58:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 487:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.890372 9.312557 44.923715
31 2025-08-31 26.055095 7.415319 44.648289
32 2025-09-30 25.246761 8.275057 42.682122
33 2025-10-31 24.411484 7.288103 42.698024
34 2025-11-30 23.603150 6.461562 41.056298
Forecast for Asia and Product 488:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.777473 23.326923 78.475047
31 2025-08-31 50.851747 25.667914 78.594552
32 2025-09-30 50.923625 23.271021 77.419441
33 2025-10-31 50.997900 23.683854 76.860685
34 2025-11-30 51.069778 24.359658 76.835883
13:58:20 - cmdstanpy - INFO - Chain [1] start processing 13:58:20 - cmdstanpy - INFO - Chain [1] done processing 13:58:20 - cmdstanpy - INFO - Chain [1] start processing 13:58:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 489:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.128885 14.819940 58.093454
31 2025-08-31 35.970770 12.784404 56.794173
32 2025-09-30 35.817757 14.764368 57.707818
33 2025-10-31 35.659642 13.766899 58.027822
34 2025-11-30 35.506629 12.920972 55.994999
Forecast for Asia and Product 490:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.349081 34.997352 75.290247
31 2025-08-31 55.237322 36.973448 74.130199
32 2025-09-30 56.096910 36.808553 74.287250
33 2025-10-31 56.985150 37.695774 75.641406
34 2025-11-30 57.844738 37.185036 77.346783
13:58:20 - cmdstanpy - INFO - Chain [1] start processing 13:58:20 - cmdstanpy - INFO - Chain [1] done processing 13:58:20 - cmdstanpy - INFO - Chain [1] start processing 13:58:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 491:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.196980 12.504525 53.742926
31 2025-08-31 33.981607 14.135229 53.714744
32 2025-09-30 33.773182 14.381451 54.036539
33 2025-10-31 33.557809 13.193996 54.325923
34 2025-11-30 33.349384 13.771121 54.221846
Forecast for Asia and Product 492:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.547415 23.294495 70.144119
31 2025-08-31 47.734302 25.284881 70.965931
32 2025-09-30 47.915161 24.673501 69.469738
33 2025-10-31 48.102048 24.025320 71.253012
34 2025-11-30 48.282907 26.027964 71.990801
13:58:20 - cmdstanpy - INFO - Chain [1] start processing 13:58:21 - cmdstanpy - INFO - Chain [1] done processing 13:58:21 - cmdstanpy - INFO - Chain [1] start processing 13:58:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 493:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.103551 15.244033 65.241907
31 2025-08-31 41.178144 16.547901 65.944019
32 2025-09-30 41.250330 17.853043 66.338069
33 2025-10-31 41.324923 16.470059 66.466363
34 2025-11-30 41.397109 17.846786 67.472951
Forecast for Asia and Product 494:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.848277 16.732362 55.776674
31 2025-08-31 35.705975 16.674784 54.977645
32 2025-09-30 35.568262 16.156419 55.060345
33 2025-10-31 35.425960 17.003433 54.366786
34 2025-11-30 35.288248 15.500419 54.105494
13:58:21 - cmdstanpy - INFO - Chain [1] start processing 13:58:21 - cmdstanpy - INFO - Chain [1] done processing 13:58:21 - cmdstanpy - INFO - Chain [1] start processing 13:58:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 495:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.890579 7.672583 54.007947
31 2025-08-31 31.160962 9.681484 53.608533
32 2025-09-30 30.454881 8.974231 52.480373
33 2025-10-31 29.725264 7.659558 51.159223
34 2025-11-30 29.019182 7.703758 49.707469
Forecast for Asia and Product 496:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.774621 24.136855 64.743844
31 2025-08-31 45.101985 25.034786 64.664391
32 2025-09-30 45.418790 23.301362 66.848583
33 2025-10-31 45.746154 25.688617 67.196734
34 2025-11-30 46.062958 25.806213 68.334269
13:58:21 - cmdstanpy - INFO - Chain [1] start processing 13:58:21 - cmdstanpy - INFO - Chain [1] done processing 13:58:21 - cmdstanpy - INFO - Chain [1] start processing 13:58:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 497:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.882444 9.762398 49.093441
31 2025-08-31 29.477725 10.197666 50.555802
32 2025-09-30 29.086062 8.594679 49.423710
33 2025-10-31 28.681343 9.416321 48.941158
34 2025-11-30 28.289680 7.944302 49.342949
Forecast for Asia and Product 498:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.299123 37.441465 74.421528
31 2025-08-31 57.373253 39.035772 75.471807
32 2025-09-30 58.412734 40.203358 78.937559
33 2025-10-31 59.486865 41.908007 79.350547
34 2025-11-30 60.526346 40.952954 79.947063
13:58:22 - cmdstanpy - INFO - Chain [1] start processing 13:58:22 - cmdstanpy - INFO - Chain [1] done processing 13:58:22 - cmdstanpy - INFO - Chain [1] start processing 13:58:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 499:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.585007 11.702515 54.699068
31 2025-08-31 33.369698 11.152696 55.757818
32 2025-09-30 33.161334 10.811325 55.143086
33 2025-10-31 32.946025 11.028720 56.231692
34 2025-11-30 32.737661 11.656956 55.717464
13:58:22 - cmdstanpy - INFO - Chain [1] start processing 13:58:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 500:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.233339 24.792723 57.627757
31 2025-08-31 41.012658 24.133618 58.060713
32 2025-09-30 40.799096 23.542905 56.530797
33 2025-10-31 40.578415 23.599509 56.707910
34 2025-11-30 40.364853 23.972395 56.876055
Forecast for Asia and Product 501:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.554157 16.295012 51.005836
31 2025-08-31 33.182266 15.502013 50.317083
32 2025-09-30 32.822372 15.512918 50.494878
33 2025-10-31 32.450481 16.218010 50.239986
34 2025-11-30 32.090587 14.305050 48.257118
13:58:22 - cmdstanpy - INFO - Chain [1] start processing 13:58:22 - cmdstanpy - INFO - Chain [1] done processing 13:58:22 - cmdstanpy - INFO - Chain [1] start processing 13:58:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 502:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.666724 10.802996 41.040379
31 2025-08-31 25.096780 10.092779 40.424945
32 2025-09-30 24.545222 10.259951 38.733934
33 2025-10-31 23.975278 9.471784 38.349587
34 2025-11-30 23.423719 9.056234 38.214204
Forecast for Asia and Product 503:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.670207 5.231290 33.571194
31 2025-08-31 18.870334 3.766805 33.699117
32 2025-09-30 18.096264 2.422753 32.790851
33 2025-10-31 17.296391 3.313550 33.685487
34 2025-11-30 16.522320 2.210365 31.110885
13:58:23 - cmdstanpy - INFO - Chain [1] start processing 13:58:23 - cmdstanpy - INFO - Chain [1] done processing 13:58:23 - cmdstanpy - INFO - Chain [1] start processing 13:58:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 504:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.563043 29.998382 63.660014
31 2025-08-31 47.712217 31.228504 65.159488
32 2025-09-30 47.856579 31.402613 65.119405
33 2025-10-31 48.005753 30.984328 66.257988
34 2025-11-30 48.150115 31.465343 65.397230
Forecast for Asia and Product 505:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.799411 15.580018 46.286064
31 2025-08-31 30.567370 15.623735 45.498000
32 2025-09-30 30.342815 14.400163 45.698372
33 2025-10-31 30.110774 13.449414 45.627695
34 2025-11-30 29.886218 15.475612 44.960886
13:58:23 - cmdstanpy - INFO - Chain [1] start processing 13:58:23 - cmdstanpy - INFO - Chain [1] done processing 13:58:23 - cmdstanpy - INFO - Chain [1] start processing 13:58:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 506:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.093554 7.164146 45.232690
31 2025-08-31 25.152761 7.696232 44.537172
32 2025-09-30 24.242315 6.118763 42.662658
33 2025-10-31 23.301522 3.278139 42.759936
34 2025-11-30 22.391077 4.708979 41.752380
Forecast for Asia and Product 507:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.128102 16.964481 55.795627
31 2025-08-31 36.200879 15.776952 55.721614
32 2025-09-30 36.271309 16.505143 56.802651
33 2025-10-31 36.344087 17.757336 57.436867
34 2025-11-30 36.414517 15.934727 56.178139
13:58:23 - cmdstanpy - INFO - Chain [1] start processing 13:58:23 - cmdstanpy - INFO - Chain [1] done processing 13:58:24 - cmdstanpy - INFO - Chain [1] start processing 13:58:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 508:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.260982 17.958389 55.158239
31 2025-08-31 36.381280 16.683294 53.871725
32 2025-09-30 36.497697 17.296773 55.927364
33 2025-10-31 36.617996 16.189608 54.507058
34 2025-11-30 36.734413 16.930189 54.409936
Forecast for Asia and Product 509:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.387478 9.853929 55.896478
31 2025-08-31 33.294196 11.764301 54.525807
32 2025-09-30 33.203922 11.751784 55.165163
33 2025-10-31 33.110640 9.026976 56.711489
34 2025-11-30 33.020367 10.052234 55.400315
13:58:24 - cmdstanpy - INFO - Chain [1] start processing 13:58:24 - cmdstanpy - INFO - Chain [1] done processing 13:58:24 - cmdstanpy - INFO - Chain [1] start processing 13:58:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 510:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.720258 35.141865 80.284623
31 2025-08-31 58.538649 36.832938 79.955861
32 2025-09-30 59.330640 36.900197 80.555188
33 2025-10-31 60.149030 37.529241 81.310302
34 2025-11-30 60.941021 39.945697 81.805435
Forecast for Asia and Product 511:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.567963 19.924346 58.433572
31 2025-08-31 38.641006 18.989095 58.520951
32 2025-09-30 38.711694 18.063761 57.000505
33 2025-10-31 38.784738 19.617585 57.187652
34 2025-11-30 38.855426 18.461857 57.588337
13:58:24 - cmdstanpy - INFO - Chain [1] start processing 13:58:24 - cmdstanpy - INFO - Chain [1] done processing 13:58:24 - cmdstanpy - INFO - Chain [1] start processing 13:58:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 512:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.543023 19.105509 62.139900
31 2025-08-31 41.283331 21.404315 61.988683
32 2025-09-30 41.032017 20.216614 61.340288
33 2025-10-31 40.772325 20.155857 61.723111
34 2025-11-30 40.521011 18.499511 62.503920
Forecast for Asia and Product 513:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.434647 17.644605 65.413945
31 2025-08-31 41.227750 19.760961 64.676880
32 2025-09-30 41.027528 18.936002 63.760762
33 2025-10-31 40.820631 18.366343 65.523590
34 2025-11-30 40.620408 16.457886 63.676542
13:58:24 - cmdstanpy - INFO - Chain [1] start processing 13:58:24 - cmdstanpy - INFO - Chain [1] done processing 13:58:25 - cmdstanpy - INFO - Chain [1] start processing 13:58:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 514:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.970016 22.032321 53.098930
31 2025-08-31 37.801031 24.045781 51.755716
32 2025-09-30 37.637498 22.265792 52.162579
33 2025-10-31 37.468513 22.222654 52.649186
34 2025-11-30 37.304979 22.177772 52.141228
Forecast for Asia and Product 515:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.050873 13.813462 58.565445
31 2025-08-31 37.018097 14.076154 60.320043
32 2025-09-30 36.986379 14.572768 58.559341
33 2025-10-31 36.953604 13.484823 58.183938
34 2025-11-30 36.921886 14.847810 59.580991
13:58:25 - cmdstanpy - INFO - Chain [1] start processing 13:58:25 - cmdstanpy - INFO - Chain [1] done processing 13:58:25 - cmdstanpy - INFO - Chain [1] start processing 13:58:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 516:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.608080 23.337023 58.647721
31 2025-08-31 41.473037 23.131841 60.036443
32 2025-09-30 41.342350 23.216604 58.198047
33 2025-10-31 41.207306 23.455236 58.274903
34 2025-11-30 41.076619 23.447019 57.743410
Forecast for Asia and Product 517:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.347995 7.819342 50.547682
31 2025-08-31 28.668503 8.030762 49.024209
32 2025-09-30 28.010931 7.778142 49.754715
33 2025-10-31 27.331440 5.367959 49.908932
34 2025-11-30 26.673868 6.395409 46.567765
13:58:25 - cmdstanpy - INFO - Chain [1] start processing 13:58:25 - cmdstanpy - INFO - Chain [1] done processing 13:58:25 - cmdstanpy - INFO - Chain [1] start processing 13:58:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 518:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.811505 24.181230 59.531154
31 2025-08-31 41.980042 26.162838 59.406538
32 2025-09-30 42.143141 24.958493 59.123702
33 2025-10-31 42.311678 25.617608 59.368003
34 2025-11-30 42.474778 25.881491 59.899547
Forecast for Asia and Product 519:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.642922 37.539203 67.668918
31 2025-08-31 52.938580 37.657132 68.778411
32 2025-09-30 53.224702 37.895664 67.749388
33 2025-10-31 53.520361 38.641188 69.002969
34 2025-11-30 53.806482 37.218622 69.463360
13:58:25 - cmdstanpy - INFO - Chain [1] start processing 13:58:26 - cmdstanpy - INFO - Chain [1] done processing 13:58:26 - cmdstanpy - INFO - Chain [1] start processing 13:58:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 520:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.288913 26.269775 66.714186
31 2025-08-31 47.614442 25.552474 68.062008
32 2025-09-30 47.929470 25.712084 67.521250
33 2025-10-31 48.254999 28.843299 69.182151
34 2025-11-30 48.570027 26.233895 71.177292
Forecast for Asia and Product 521:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.288620 26.242563 61.988726
31 2025-08-31 44.427755 26.870400 61.852444
32 2025-09-30 44.562401 27.551764 61.592054
33 2025-10-31 44.701536 28.144210 61.829379
34 2025-11-30 44.836182 27.420944 62.084911
13:58:26 - cmdstanpy - INFO - Chain [1] start processing 13:58:26 - cmdstanpy - INFO - Chain [1] done processing 13:58:26 - cmdstanpy - INFO - Chain [1] start processing 13:58:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 522:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.492313 5.079894 51.321985
31 2025-08-31 28.082536 6.126270 51.331247
32 2025-09-30 27.685978 5.090502 50.013552
33 2025-10-31 27.276201 4.973176 51.585763
34 2025-11-30 26.879642 3.402118 50.623923
Forecast for Asia and Product 523:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.573576 29.560576 71.473689
31 2025-08-31 51.065742 30.489333 71.859620
32 2025-09-30 51.542031 30.508580 71.862637
33 2025-10-31 52.034197 30.725507 73.339477
34 2025-11-30 52.510487 31.641301 74.656285
13:58:26 - cmdstanpy - INFO - Chain [1] start processing 13:58:26 - cmdstanpy - INFO - Chain [1] done processing 13:58:26 - cmdstanpy - INFO - Chain [1] start processing 13:58:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 524:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.898845 16.554218 54.413888
31 2025-08-31 34.618719 15.125594 52.273784
32 2025-09-30 34.347629 17.497175 52.341414
33 2025-10-31 34.067503 15.672237 51.733159
34 2025-11-30 33.796413 15.953856 51.992113
Forecast for Asia and Product 525:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.324047 21.629635 65.434903
31 2025-08-31 43.338239 22.074216 64.905881
32 2025-09-30 43.351973 22.051120 63.890606
33 2025-10-31 43.366164 21.565286 63.215947
34 2025-11-30 43.379898 21.991269 64.026672
13:58:27 - cmdstanpy - INFO - Chain [1] start processing 13:58:27 - cmdstanpy - INFO - Chain [1] done processing 13:58:27 - cmdstanpy - INFO - Chain [1] start processing 13:58:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 526:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.904531 31.002278 70.351286
31 2025-08-31 51.498416 31.827949 69.122586
32 2025-09-30 52.073143 33.141653 71.834355
33 2025-10-31 52.667028 33.984068 70.251788
34 2025-11-30 53.241755 34.692188 72.002511
Forecast for Asia and Product 527:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.343959 33.260182 69.154770
31 2025-08-31 51.849946 34.630780 68.768048
32 2025-09-30 52.339610 34.904057 69.502854
33 2025-10-31 52.845596 35.432640 70.244195
34 2025-11-30 53.335260 36.980488 69.218010
13:58:27 - cmdstanpy - INFO - Chain [1] start processing 13:58:27 - cmdstanpy - INFO - Chain [1] done processing 13:58:27 - cmdstanpy - INFO - Chain [1] start processing 13:58:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 528:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.188738 29.274679 69.542188
31 2025-08-31 50.702498 31.953702 69.924736
32 2025-09-30 51.199685 31.691978 69.887646
33 2025-10-31 51.713445 31.614292 69.642103
34 2025-11-30 52.210633 33.256532 71.426950
Forecast for Asia and Product 529:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.475142 31.243234 80.400532
31 2025-08-31 56.407195 34.296442 80.807036
32 2025-09-30 57.309182 31.939111 80.660342
33 2025-10-31 58.241235 33.801563 83.822906
34 2025-11-30 59.143221 34.701612 81.008882
13:58:27 - cmdstanpy - INFO - Chain [1] start processing 13:58:27 - cmdstanpy - INFO - Chain [1] done processing 13:58:27 - cmdstanpy - INFO - Chain [1] start processing 13:58:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 530:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.705624 26.934961 61.484130
31 2025-08-31 43.904275 26.441597 61.438173
32 2025-09-30 44.096517 26.975985 61.764090
33 2025-10-31 44.295168 26.741780 62.142784
34 2025-11-30 44.487411 26.496784 61.949797
Forecast for Asia and Product 531:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.936269 8.068310 51.970437
31 2025-08-31 28.287550 5.438859 50.104539
32 2025-09-30 27.659757 6.835173 47.964193
33 2025-10-31 27.011038 5.280831 47.956436
34 2025-11-30 26.383245 7.689680 47.333323
13:58:28 - cmdstanpy - INFO - Chain [1] start processing 13:58:28 - cmdstanpy - INFO - Chain [1] done processing 13:58:28 - cmdstanpy - INFO - Chain [1] start processing 13:58:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 532:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.504221 37.241335 70.289061
31 2025-08-31 54.258731 37.805854 69.832037
32 2025-09-30 54.988902 38.259331 70.695881
33 2025-10-31 55.743411 38.246299 73.269941
34 2025-11-30 56.473582 39.258409 74.510926
Forecast for Asia and Product 533:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.950119 16.217266 57.119695
31 2025-08-31 36.486160 15.464618 57.223927
32 2025-09-30 36.037167 14.768983 55.641725
33 2025-10-31 35.573208 15.263878 56.092383
34 2025-11-30 35.124215 16.017170 56.553489
13:58:28 - cmdstanpy - INFO - Chain [1] start processing 13:58:28 - cmdstanpy - INFO - Chain [1] done processing 13:58:28 - cmdstanpy - INFO - Chain [1] start processing 13:58:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 534:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.350231 18.037811 47.180838
31 2025-08-31 32.189991 17.624953 48.525700
32 2025-09-30 32.034919 16.362688 47.572715
33 2025-10-31 31.874679 16.623018 46.883203
34 2025-11-30 31.719607 16.444824 47.188102
Forecast for Asia and Product 535:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.331628 13.852494 47.493092
31 2025-08-31 29.052344 10.018915 47.118780
32 2025-09-30 28.782069 11.030772 46.357880
33 2025-10-31 28.502785 10.498495 46.179944
34 2025-11-30 28.232510 11.321982 44.776539
13:58:28 - cmdstanpy - INFO - Chain [1] start processing 13:58:28 - cmdstanpy - INFO - Chain [1] done processing 13:58:29 - cmdstanpy - INFO - Chain [1] start processing 13:58:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 536:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.320786 3.697332 52.374006
31 2025-08-31 27.889028 3.019716 53.734080
32 2025-09-30 27.471198 3.678542 52.722534
33 2025-10-31 27.039440 2.577561 51.074444
34 2025-11-30 26.621610 2.151433 52.159138
13:58:29 - cmdstanpy - INFO - Chain [1] start processing 13:58:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 537:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.754314 21.657034 66.956188
31 2025-08-31 43.556259 20.628473 66.633528
32 2025-09-30 43.364593 21.112051 63.775397
33 2025-10-31 43.166538 20.994272 64.657497
34 2025-11-30 42.974872 19.220412 65.699079
Forecast for Asia and Product 538:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.714451 15.958916 44.510521
31 2025-08-31 29.464017 16.048240 43.222063
32 2025-09-30 29.221661 15.560683 42.407551
33 2025-10-31 28.971227 14.659514 42.249761
34 2025-11-30 28.728871 15.118955 41.765420
13:58:29 - cmdstanpy - INFO - Chain [1] start processing 13:58:29 - cmdstanpy - INFO - Chain [1] done processing 13:58:29 - cmdstanpy - INFO - Chain [1] start processing 13:58:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 539:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.859628 25.696067 65.829029
31 2025-08-31 45.749759 24.676540 66.876678
32 2025-09-30 45.643434 26.159955 66.121976
33 2025-10-31 45.533564 24.710757 65.490759
34 2025-11-30 45.427239 24.827926 67.188853
Forecast for Asia and Product 540:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.633269 8.819256 54.290960
31 2025-08-31 31.239799 10.631767 53.587647
32 2025-09-30 30.859021 8.440065 54.316835
33 2025-10-31 30.465551 8.565182 52.557977
34 2025-11-30 30.084773 8.241772 52.714472
13:58:29 - cmdstanpy - INFO - Chain [1] start processing 13:58:29 - cmdstanpy - INFO - Chain [1] done processing 13:58:30 - cmdstanpy - INFO - Chain [1] start processing 13:58:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 541:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.843919 26.459768 62.055400
31 2025-08-31 44.110639 25.461206 61.553134
32 2025-09-30 44.368756 26.712846 61.450319
33 2025-10-31 44.635476 27.692235 61.354259
34 2025-11-30 44.893593 27.813542 62.457452
Forecast for Asia and Product 542:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.754230 10.961206 45.062643
31 2025-08-31 27.011807 10.935010 43.496631
32 2025-09-30 26.293333 8.919498 43.071431
33 2025-10-31 25.550910 7.966329 42.435112
34 2025-11-30 24.832436 7.887205 41.448494
13:58:30 - cmdstanpy - INFO - Chain [1] start processing 13:58:30 - cmdstanpy - INFO - Chain [1] done processing 13:58:30 - cmdstanpy - INFO - Chain [1] start processing 13:58:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 543:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.969770 16.936577 56.288793
31 2025-08-31 35.763456 14.100464 57.026088
32 2025-09-30 35.563798 12.683202 54.800226
33 2025-10-31 35.357485 13.718141 57.258181
34 2025-11-30 35.157827 13.413336 56.442850
Forecast for Asia and Product 544:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.810406 20.532300 51.355674
31 2025-08-31 35.511456 20.954570 51.557806
32 2025-09-30 35.222149 20.221219 50.806356
33 2025-10-31 34.923199 18.709237 50.506929
34 2025-11-30 34.633892 19.576730 49.172654
13:58:30 - cmdstanpy - INFO - Chain [1] start processing 13:58:30 - cmdstanpy - INFO - Chain [1] done processing 13:58:30 - cmdstanpy - INFO - Chain [1] start processing 13:58:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 545:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.535494 16.308515 44.890117
31 2025-08-31 30.070586 16.277816 45.118024
32 2025-09-30 29.620676 14.928826 44.106723
33 2025-10-31 29.155769 14.256035 43.390252
34 2025-11-30 28.705858 14.193348 43.252754
Forecast for Asia and Product 546:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.967343 38.955926 74.844896
31 2025-08-31 57.653792 40.332542 74.978367
32 2025-09-30 58.318097 40.439806 75.605517
33 2025-10-31 59.004546 41.033990 76.158833
34 2025-11-30 59.668852 42.753888 76.111465
13:58:31 - cmdstanpy - INFO - Chain [1] start processing 13:58:31 - cmdstanpy - INFO - Chain [1] done processing 13:58:31 - cmdstanpy - INFO - Chain [1] start processing 13:58:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 547:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.782732 6.272027 43.930282
31 2025-08-31 25.361228 5.193118 44.932987
32 2025-09-30 24.953321 6.737528 44.961127
33 2025-10-31 24.531818 5.659537 44.558659
34 2025-11-30 24.123911 3.868184 42.528814
Forecast for Asia and Product 548:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.140055 7.542895 42.384367
31 2025-08-31 24.539829 7.825527 42.493780
32 2025-09-30 23.958966 6.843809 40.489194
33 2025-10-31 23.358741 4.751193 40.798050
34 2025-11-30 22.777878 6.573132 39.082602
13:58:31 - cmdstanpy - INFO - Chain [1] start processing 13:58:31 - cmdstanpy - INFO - Chain [1] done processing 13:58:31 - cmdstanpy - INFO - Chain [1] start processing 13:58:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 549:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.726207 13.809509 47.397592
31 2025-08-31 30.313570 13.026678 47.957398
32 2025-09-30 29.914244 13.958150 47.320441
33 2025-10-31 29.501607 12.121104 48.191403
34 2025-11-30 29.102281 12.571304 46.039102
Forecast for Asia and Product 550:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.829870 37.185783 75.084606
31 2025-08-31 56.593045 35.616726 76.392663
32 2025-09-30 57.331602 38.384503 75.699806
33 2025-10-31 58.094777 38.767853 78.212782
34 2025-11-30 58.833333 38.823330 78.464468
13:58:31 - cmdstanpy - INFO - Chain [1] start processing 13:58:31 - cmdstanpy - INFO - Chain [1] done processing 13:58:31 - cmdstanpy - INFO - Chain [1] start processing 13:58:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 551:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.179099 -0.343296 35.737325
31 2025-08-31 17.219132 -0.512788 35.265295
32 2025-09-30 16.290132 -1.572581 35.181945
33 2025-10-31 15.330165 -2.975877 31.941577
34 2025-11-30 14.401164 -4.682895 31.770353
Forecast for Asia and Product 552:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.260199 5.411792 49.870220
31 2025-08-31 26.470903 3.710845 48.103059
32 2025-09-30 25.707069 2.125573 48.493335
33 2025-10-31 24.917773 1.037865 47.970162
34 2025-11-30 24.153939 1.021328 46.970663
13:58:32 - cmdstanpy - INFO - Chain [1] start processing 13:58:32 - cmdstanpy - INFO - Chain [1] done processing 13:58:32 - cmdstanpy - INFO - Chain [1] start processing 13:58:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 553:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.099892 16.406575 62.234948
31 2025-08-31 40.038063 15.191169 64.836361
32 2025-09-30 39.978228 15.126040 63.904172
33 2025-10-31 39.916398 14.212198 64.388886
34 2025-11-30 39.856563 16.279118 64.396712
Forecast for Asia and Product 554:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.412641 24.122284 53.353593
31 2025-08-31 39.458025 24.832245 54.474397
32 2025-09-30 39.501944 25.193373 52.854163
33 2025-10-31 39.547328 25.090509 53.976497
34 2025-11-30 39.591248 24.280947 53.299779
13:58:32 - cmdstanpy - INFO - Chain [1] start processing 13:58:32 - cmdstanpy - INFO - Chain [1] done processing 13:58:32 - cmdstanpy - INFO - Chain [1] start processing 13:58:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 555:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.047781 12.580183 53.073130
31 2025-08-31 33.861926 13.417645 55.082342
32 2025-09-30 33.682067 14.748371 53.341242
33 2025-10-31 33.496212 13.113324 54.411500
34 2025-11-30 33.316352 12.693448 54.581130
Forecast for Asia and Product 556:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.712335 11.792741 56.351031
31 2025-08-31 33.276962 11.814997 54.363405
32 2025-09-30 32.855635 10.059346 56.901232
33 2025-10-31 32.420263 10.377112 53.874122
34 2025-11-30 31.998935 10.628126 54.121179
13:58:32 - cmdstanpy - INFO - Chain [1] start processing 13:58:32 - cmdstanpy - INFO - Chain [1] done processing 13:58:33 - cmdstanpy - INFO - Chain [1] start processing 13:58:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 557:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.214014 15.315602 60.805736
31 2025-08-31 37.710639 14.527807 60.878788
32 2025-09-30 37.223502 14.995097 57.863180
33 2025-10-31 36.720127 14.792994 59.141509
34 2025-11-30 36.232990 14.344586 59.822175
Forecast for Asia and Product 558:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.176176 22.389648 62.040542
31 2025-08-31 40.795353 21.702145 62.833429
32 2025-09-30 40.426815 20.759053 61.506505
33 2025-10-31 40.045992 19.290334 59.635539
34 2025-11-30 39.677454 19.051677 59.637794
13:58:33 - cmdstanpy - INFO - Chain [1] start processing 13:58:33 - cmdstanpy - INFO - Chain [1] done processing 13:58:33 - cmdstanpy - INFO - Chain [1] start processing 13:58:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 559:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.639784 14.879370 48.973424
31 2025-08-31 31.501687 13.216859 48.016348
32 2025-09-30 31.368044 13.764696 48.125170
33 2025-10-31 31.229947 12.786126 49.130359
34 2025-11-30 31.096304 13.038422 49.206511
Forecast for Asia and Product 560:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.478229 12.613732 45.826403
31 2025-08-31 27.858543 10.628125 44.848981
32 2025-09-30 27.258846 10.529593 43.779493
33 2025-10-31 26.639160 9.765591 43.230341
34 2025-11-30 26.039464 9.661482 42.781904
13:58:33 - cmdstanpy - INFO - Chain [1] start processing 13:58:33 - cmdstanpy - INFO - Chain [1] done processing 13:58:33 - cmdstanpy - INFO - Chain [1] start processing 13:58:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 561:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.163773 21.749101 56.011862
31 2025-08-31 37.992352 20.056099 56.138583
32 2025-09-30 37.826460 20.912680 56.295623
33 2025-10-31 37.655038 19.371034 55.672264
34 2025-11-30 37.489147 20.154818 55.045545
Forecast for Asia and Product 562:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.417444 10.428991 60.645832
31 2025-08-31 34.990435 11.410692 57.956348
32 2025-09-30 34.577201 9.303115 60.311701
33 2025-10-31 34.150193 10.674189 59.424296
34 2025-11-30 33.736959 9.074443 57.642865
13:58:33 - cmdstanpy - INFO - Chain [1] start processing 13:58:34 - cmdstanpy - INFO - Chain [1] done processing 13:58:34 - cmdstanpy - INFO - Chain [1] start processing 13:58:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 563:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.522448 7.335749 44.681364
31 2025-08-31 24.744886 5.372509 44.151532
32 2025-09-30 23.992407 5.721001 42.745484
33 2025-10-31 23.214846 4.751385 41.870435
34 2025-11-30 22.462367 3.981915 40.948115
Forecast for Asia and Product 564:
ds yhat yhat_lower yhat_upper
29 2025-07-31 33.288173 14.918720 53.101503
30 2025-08-31 33.231694 15.771764 51.289816
31 2025-09-30 33.177037 14.311322 51.868908
32 2025-10-31 33.120558 14.607971 51.683524
33 2025-11-30 33.065901 13.711788 52.500500
13:58:34 - cmdstanpy - INFO - Chain [1] start processing 13:58:34 - cmdstanpy - INFO - Chain [1] done processing 13:58:34 - cmdstanpy - INFO - Chain [1] start processing 13:58:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 565:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.488506 10.168174 50.922650
31 2025-08-31 30.957832 11.496066 52.397519
32 2025-09-30 30.444276 10.733838 50.522910
33 2025-10-31 29.913602 9.207050 51.107341
34 2025-11-30 29.400047 8.685617 49.260053
Forecast for Asia and Product 566:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.201625 29.319946 72.577859
31 2025-08-31 51.687087 28.919830 73.395050
32 2025-09-30 52.156888 29.055115 73.417862
33 2025-10-31 52.642350 30.681232 73.445258
34 2025-11-30 53.112152 31.308710 74.052823
13:58:34 - cmdstanpy - INFO - Chain [1] start processing 13:58:34 - cmdstanpy - INFO - Chain [1] done processing 13:58:34 - cmdstanpy - INFO - Chain [1] start processing 13:58:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 567:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.430446 14.294610 52.838831
31 2025-08-31 32.639343 13.889381 51.472270
32 2025-09-30 31.873758 11.347968 50.829244
33 2025-10-31 31.082654 12.225754 51.297765
34 2025-11-30 30.317070 9.981744 49.003725
Forecast for Asia and Product 568:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.699899 26.465792 69.256822
31 2025-08-31 47.888857 27.459351 69.551391
32 2025-09-30 48.071719 28.754618 68.732415
33 2025-10-31 48.260677 28.015397 70.114167
34 2025-11-30 48.443540 26.644857 69.795890
13:58:35 - cmdstanpy - INFO - Chain [1] start processing 13:58:35 - cmdstanpy - INFO - Chain [1] done processing 13:58:35 - cmdstanpy - INFO - Chain [1] start processing 13:58:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 569:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.866287 20.189106 53.103924
31 2025-08-31 34.756542 18.348512 51.782706
32 2025-09-30 34.650336 17.310432 52.839300
33 2025-10-31 34.540590 17.732520 52.115260
34 2025-11-30 34.434385 17.327934 51.878315
Forecast for Asia and Product 570:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.807104 27.820245 65.322572
31 2025-08-31 44.961535 26.737801 64.083630
32 2025-09-30 45.110985 27.509201 64.541319
33 2025-10-31 45.265417 26.074943 63.798486
34 2025-11-30 45.414866 26.380884 64.580092
13:58:35 - cmdstanpy - INFO - Chain [1] start processing 13:58:35 - cmdstanpy - INFO - Chain [1] done processing 13:58:35 - cmdstanpy - INFO - Chain [1] start processing 13:58:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 571:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.993177 28.986785 57.008252
31 2025-08-31 42.981282 28.576087 57.274830
32 2025-09-30 42.969770 28.313911 57.709264
33 2025-10-31 42.957875 28.079682 58.056924
34 2025-11-30 42.946364 28.935201 57.534346
Forecast for Asia and Product 572:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.421528 27.604845 60.850924
31 2025-08-31 44.767702 28.260435 62.079734
32 2025-09-30 45.102709 28.560737 62.410438
33 2025-10-31 45.448883 29.239482 63.054152
34 2025-11-30 45.783890 29.303990 62.327826
13:58:35 - cmdstanpy - INFO - Chain [1] start processing 13:58:35 - cmdstanpy - INFO - Chain [1] done processing 13:58:35 - cmdstanpy - INFO - Chain [1] start processing 13:58:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 573:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.555394 15.152542 63.984883
31 2025-08-31 39.319266 15.352149 62.304961
32 2025-09-30 39.090755 16.145887 62.706979
33 2025-10-31 38.854627 15.624154 62.908719
34 2025-11-30 38.626117 17.081796 64.134189
13:58:36 - cmdstanpy - INFO - Chain [1] start processing 13:58:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 574:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.700362 21.156940 60.942053
31 2025-08-31 41.911402 22.905476 63.426210
32 2025-09-30 42.115634 21.707547 63.603628
33 2025-10-31 42.326674 20.240566 62.737266
34 2025-11-30 42.530907 21.463445 63.597366
Forecast for Asia and Product 575:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.803526 27.757780 63.913471
31 2025-08-31 45.061945 28.149189 63.141529
32 2025-09-30 45.312028 27.917709 63.374699
33 2025-10-31 45.570447 28.288739 63.290599
34 2025-11-30 45.820530 28.652230 64.081655
13:58:36 - cmdstanpy - INFO - Chain [1] start processing 13:58:36 - cmdstanpy - INFO - Chain [1] done processing 13:58:36 - cmdstanpy - INFO - Chain [1] start processing 13:58:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 576:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.502485 13.797143 43.133539
31 2025-08-31 28.378062 12.366926 42.548944
32 2025-09-30 28.257653 13.072982 43.010263
33 2025-10-31 28.133231 13.160329 43.929936
34 2025-11-30 28.012822 12.946032 43.240919
Forecast for Asia and Product 577:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.861504 26.419721 64.757187
31 2025-08-31 46.364487 27.370436 66.479826
32 2025-09-30 46.851246 27.254489 65.763741
33 2025-10-31 47.354230 28.876283 64.641582
34 2025-11-30 47.840988 30.080982 66.064231
13:58:36 - cmdstanpy - INFO - Chain [1] start processing 13:58:36 - cmdstanpy - INFO - Chain [1] done processing 13:58:36 - cmdstanpy - INFO - Chain [1] start processing 13:58:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 578:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.427110 19.763842 52.699718
31 2025-08-31 35.619215 19.314639 52.246799
32 2025-09-30 35.805124 19.788141 52.407845
33 2025-10-31 35.997229 18.897153 52.199236
34 2025-11-30 36.183137 18.623426 51.948159
Forecast for Asia and Product 579:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.165063 20.751647 60.790847
31 2025-08-31 41.192004 21.457457 60.601392
32 2025-09-30 41.218075 21.672016 62.103799
33 2025-10-31 41.245016 23.527601 61.606370
34 2025-11-30 41.271088 21.365076 61.693138
13:58:37 - cmdstanpy - INFO - Chain [1] start processing 13:58:37 - cmdstanpy - INFO - Chain [1] done processing 13:58:37 - cmdstanpy - INFO - Chain [1] start processing 13:58:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 580:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.009779 34.255467 68.561122
31 2025-08-31 52.656004 36.224027 70.980834
32 2025-09-30 53.281383 36.347420 70.746124
33 2025-10-31 53.927609 36.631575 71.989986
34 2025-11-30 54.552988 37.532370 71.892382
Forecast for Asia and Product 581:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.535116 29.443548 67.938110
31 2025-08-31 48.854875 30.928966 67.078813
32 2025-09-30 49.164318 31.633989 67.711492
33 2025-10-31 49.484077 32.593643 68.443240
34 2025-11-30 49.793520 31.878761 67.741982
13:58:37 - cmdstanpy - INFO - Chain [1] start processing 13:58:37 - cmdstanpy - INFO - Chain [1] done processing 13:58:37 - cmdstanpy - INFO - Chain [1] start processing 13:58:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 582:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.425131 2.818613 43.641885
31 2025-08-31 22.422774 1.469518 43.339906
32 2025-09-30 21.452750 -0.587016 40.684137
33 2025-10-31 20.450393 -1.647044 40.884934
34 2025-11-30 19.480370 -1.370905 41.158901
Forecast for Asia and Product 583:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.965412 23.036876 58.115072
31 2025-08-31 40.753931 22.984199 59.558965
32 2025-09-30 40.549272 21.427196 55.931282
33 2025-10-31 40.337791 21.385219 57.410976
34 2025-11-30 40.133131 23.009044 57.783652
13:58:37 - cmdstanpy - INFO - Chain [1] start processing 13:58:37 - cmdstanpy - INFO - Chain [1] done processing 13:58:37 - cmdstanpy - INFO - Chain [1] start processing 13:58:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 584:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.303972 1.876769 48.812759
31 2025-08-31 24.482408 1.138394 47.058376
32 2025-09-30 23.687345 0.889481 44.959589
33 2025-10-31 22.865781 1.897814 44.976468
34 2025-11-30 22.070719 -0.079948 44.606310
Forecast for Asia and Product 585:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.587838 6.175847 53.583330
31 2025-08-31 30.072893 6.266214 53.872418
32 2025-09-30 29.574558 4.352463 55.791476
33 2025-10-31 29.059613 3.953405 51.753570
34 2025-11-30 28.561278 6.631607 51.353509
13:58:38 - cmdstanpy - INFO - Chain [1] start processing 13:58:38 - cmdstanpy - INFO - Chain [1] done processing 13:58:38 - cmdstanpy - INFO - Chain [1] start processing 13:58:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 586:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.266659 21.786257 58.968749
31 2025-08-31 40.204638 20.360871 59.597861
32 2025-09-30 40.144618 21.607396 59.172766
33 2025-10-31 40.082597 22.187016 58.137530
34 2025-11-30 40.022577 20.955096 60.020071
Forecast for Asia and Product 587:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.176949 20.055603 63.315060
31 2025-08-31 41.944688 19.814052 64.308055
32 2025-09-30 41.719919 19.207554 63.758637
33 2025-10-31 41.487658 19.499686 63.518097
34 2025-11-30 41.262889 21.263637 62.431816
13:58:38 - cmdstanpy - INFO - Chain [1] start processing 13:58:38 - cmdstanpy - INFO - Chain [1] done processing 13:58:38 - cmdstanpy - INFO - Chain [1] start processing 13:58:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 588:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.428983 4.176121 46.249969
31 2025-08-31 24.524074 3.470031 46.239135
32 2025-09-30 23.648356 1.867767 43.865305
33 2025-10-31 22.743447 0.184875 43.576199
34 2025-11-30 21.867728 1.560575 42.616499
Forecast for Asia and Product 589:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.490816 32.301622 69.826100
31 2025-08-31 51.194877 32.548930 69.077143
32 2025-09-30 51.876227 32.145380 71.177659
33 2025-10-31 52.580288 33.463771 70.426685
34 2025-11-30 53.261637 35.446802 72.356869
13:58:38 - cmdstanpy - INFO - Chain [1] start processing 13:58:38 - cmdstanpy - INFO - Chain [1] done processing 13:58:39 - cmdstanpy - INFO - Chain [1] start processing 13:58:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 590:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.698818 8.261178 56.318472
31 2025-08-31 33.319797 7.417311 58.607843
32 2025-09-30 32.953002 10.098610 57.487057
33 2025-10-31 32.573980 8.118838 56.319600
34 2025-11-30 32.207186 9.360335 55.450384
Forecast for Asia and Product 591:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.396233 23.991889 62.153275
31 2025-08-31 42.470367 24.608679 60.948374
32 2025-09-30 42.542110 25.785051 61.832021
33 2025-10-31 42.616244 24.881391 61.097182
34 2025-11-30 42.687987 24.606974 61.292974
13:58:39 - cmdstanpy - INFO - Chain [1] start processing 13:58:39 - cmdstanpy - INFO - Chain [1] done processing 13:58:39 - cmdstanpy - INFO - Chain [1] start processing 13:58:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 592:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.649966 28.416386 57.194387
31 2025-08-31 42.887443 27.531244 57.874823
32 2025-09-30 43.117259 28.121829 58.758142
33 2025-10-31 43.354736 29.278275 57.685133
34 2025-11-30 43.584552 28.296339 57.909878
Forecast for Asia and Product 593:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.263496 31.135816 79.254055
31 2025-08-31 56.165591 30.746067 78.207902
32 2025-09-30 57.038586 33.912808 79.312722
33 2025-10-31 57.940682 34.262575 80.159973
34 2025-11-30 58.813677 34.493220 81.679167
13:58:39 - cmdstanpy - INFO - Chain [1] start processing 13:58:39 - cmdstanpy - INFO - Chain [1] done processing 13:58:39 - cmdstanpy - INFO - Chain [1] start processing 13:58:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 594:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.892885 25.505966 70.473332
31 2025-08-31 48.194266 26.376935 70.798040
32 2025-09-30 48.485925 24.895959 71.355867
33 2025-10-31 48.787305 27.754677 71.476616
34 2025-11-30 49.078964 26.418885 70.079372
Forecast for Asia and Product 595:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.190414 35.566062 66.460084
31 2025-08-31 50.718030 33.921963 66.361615
32 2025-09-30 51.228626 35.134559 66.957189
33 2025-10-31 51.756242 36.577848 66.859736
34 2025-11-30 52.266839 35.837958 67.233793
13:58:39 - cmdstanpy - INFO - Chain [1] start processing 13:58:39 - cmdstanpy - INFO - Chain [1] done processing 13:58:40 - cmdstanpy - INFO - Chain [1] start processing 13:58:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 596:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.081456 7.871054 48.768780
31 2025-08-31 26.398541 6.367336 46.645418
32 2025-09-30 25.737655 3.965057 44.468316
33 2025-10-31 25.054740 4.355060 46.311545
34 2025-11-30 24.393854 3.630343 44.927131
Forecast for Asia and Product 597:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.943135 4.720169 34.468672
31 2025-08-31 18.931146 3.868991 32.368321
32 2025-09-30 17.951802 3.467057 31.523369
33 2025-10-31 16.939813 2.498351 31.916103
34 2025-11-30 15.960468 2.157497 31.239878
13:58:40 - cmdstanpy - INFO - Chain [1] start processing 13:58:40 - cmdstanpy - INFO - Chain [1] done processing 13:58:40 - cmdstanpy - INFO - Chain [1] start processing 13:58:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 598:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.150291 19.210136 54.743757
31 2025-08-31 36.068031 18.857064 54.583697
32 2025-09-30 35.988424 18.090922 53.456828
33 2025-10-31 35.906164 18.639937 53.192446
34 2025-11-30 35.826558 17.938189 53.679569
13:58:40 - cmdstanpy - INFO - Chain [1] start processing 13:58:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 599:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.125269 11.409408 58.196453
31 2025-08-31 34.762435 11.535939 59.347942
32 2025-09-30 34.411305 10.134251 59.940258
33 2025-10-31 34.048470 9.132784 55.700710
34 2025-11-30 33.697340 11.824166 56.364290
Forecast for Asia and Product 600:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.930843 24.954496 60.220899
31 2025-08-31 41.810645 25.942396 58.169084
32 2025-09-30 41.694325 25.812845 58.297855
33 2025-10-31 41.574127 24.353082 58.586313
34 2025-11-30 41.457806 24.985562 57.696198
13:58:40 - cmdstanpy - INFO - Chain [1] start processing 13:58:40 - cmdstanpy - INFO - Chain [1] done processing 13:58:41 - cmdstanpy - INFO - Chain [1] start processing 13:58:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 601:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.377232 33.416211 84.391591
31 2025-08-31 58.134073 32.558528 85.399221
32 2025-09-30 58.866499 33.396284 87.585427
33 2025-10-31 59.623339 31.704459 85.934673
34 2025-11-30 60.355765 33.285370 84.367709
Forecast for Asia and Product 602:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.425258 13.015935 50.382202
31 2025-08-31 31.012749 13.201955 50.118951
32 2025-09-30 30.613547 11.137856 50.457188
33 2025-10-31 30.201039 11.941374 50.058373
34 2025-11-30 29.801837 10.944693 49.343738
13:58:41 - cmdstanpy - INFO - Chain [1] start processing 13:58:41 - cmdstanpy - INFO - Chain [1] done processing 13:58:41 - cmdstanpy - INFO - Chain [1] start processing 13:58:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 603:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.120282 11.269378 45.509385
31 2025-08-31 27.682334 9.096686 44.022618
32 2025-09-30 27.258515 9.404810 44.039189
33 2025-10-31 26.820567 8.752774 45.040139
34 2025-11-30 26.396747 8.844640 43.066687
Forecast for Asia and Product 604:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.930190 16.586725 56.432772
31 2025-08-31 36.765551 16.929641 54.985371
32 2025-09-30 36.606223 15.416484 55.492324
33 2025-10-31 36.441584 17.228453 56.371764
34 2025-11-30 36.282256 16.678109 55.692081
13:58:41 - cmdstanpy - INFO - Chain [1] start processing 13:58:41 - cmdstanpy - INFO - Chain [1] done processing 13:58:41 - cmdstanpy - INFO - Chain [1] start processing 13:58:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 605:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.939976 20.710024 58.479364
31 2025-08-31 39.780764 22.609387 59.570473
32 2025-09-30 39.626688 20.903061 57.001335
33 2025-10-31 39.467477 21.283443 56.863520
34 2025-11-30 39.313401 20.785417 57.669220
Forecast for Asia and Product 606:
ds yhat yhat_lower yhat_upper
30 2025-07-31 64.162205 44.260912 83.323322
31 2025-08-31 65.345086 47.175996 82.456670
32 2025-09-30 66.489810 48.362823 85.329887
33 2025-10-31 67.672691 49.240034 85.566358
34 2025-11-30 68.817414 50.058671 87.995437
13:58:41 - cmdstanpy - INFO - Chain [1] start processing 13:58:41 - cmdstanpy - INFO - Chain [1] done processing 13:58:42 - cmdstanpy - INFO - Chain [1] start processing 13:58:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 607:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.832530 15.680473 52.630412
31 2025-08-31 33.774419 15.178249 52.650569
32 2025-09-30 33.718182 14.833291 52.427626
33 2025-10-31 33.660071 15.967517 51.171962
34 2025-11-30 33.603834 15.641585 52.095800
Forecast for Asia and Product 608:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.101127 3.512340 50.069087
31 2025-08-31 26.286489 3.284205 48.515779
32 2025-09-30 25.498129 2.750229 48.891898
33 2025-10-31 24.683491 2.625389 47.638527
34 2025-11-30 23.895131 -0.022682 46.948028
13:58:42 - cmdstanpy - INFO - Chain [1] start processing 13:58:42 - cmdstanpy - INFO - Chain [1] done processing 13:58:42 - cmdstanpy - INFO - Chain [1] start processing 13:58:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 609:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.458747 36.484462 72.079825
31 2025-08-31 55.233820 36.613768 74.182914
32 2025-09-30 55.983891 37.501513 72.263209
33 2025-10-31 56.758964 38.391440 75.562007
34 2025-11-30 57.509034 39.192791 74.859310
Forecast for Asia and Product 610:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.252704 41.323567 75.225839
31 2025-08-31 60.329922 41.249826 76.240502
32 2025-09-30 61.372391 43.602304 78.399996
33 2025-10-31 62.449609 44.161136 79.043356
34 2025-11-30 63.492079 45.138489 79.500750
13:58:42 - cmdstanpy - INFO - Chain [1] start processing 13:58:42 - cmdstanpy - INFO - Chain [1] done processing 13:58:42 - cmdstanpy - INFO - Chain [1] start processing 13:58:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 611:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.334414 14.355877 57.858701
31 2025-08-31 36.245746 16.259920 57.715417
32 2025-09-30 36.159939 17.116573 58.085897
33 2025-10-31 36.071271 15.585883 58.137167
34 2025-11-30 35.985463 13.455168 58.682727
Forecast for Asia and Product 612:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.835357 24.035002 54.509640
31 2025-08-31 37.761130 22.359853 53.454181
32 2025-09-30 37.689298 23.002359 54.121269
33 2025-10-31 37.615072 21.083545 52.954251
34 2025-11-30 37.543240 21.698708 52.663673
13:58:43 - cmdstanpy - INFO - Chain [1] start processing 13:58:43 - cmdstanpy - INFO - Chain [1] done processing 13:58:43 - cmdstanpy - INFO - Chain [1] start processing 13:58:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 613:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.747790 11.122758 53.806224
31 2025-08-31 32.676428 12.399417 52.502974
32 2025-09-30 32.607368 11.953633 54.589597
33 2025-10-31 32.536006 11.493843 53.421423
34 2025-11-30 32.466946 12.667135 52.240346
Forecast for Asia and Product 614:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.321219 29.000978 57.134690
31 2025-08-31 43.284932 27.827427 58.415794
32 2025-09-30 43.249816 29.438437 57.299257
33 2025-10-31 43.213530 29.696650 57.055589
34 2025-11-30 43.178414 29.063053 59.168381
13:58:43 - cmdstanpy - INFO - Chain [1] start processing 13:58:43 - cmdstanpy - INFO - Chain [1] done processing 13:58:43 - cmdstanpy - INFO - Chain [1] start processing 13:58:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 615:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.526590 9.717892 45.655483
31 2025-08-31 27.944742 8.462211 46.194174
32 2025-09-30 27.381663 9.936847 45.318709
33 2025-10-31 26.799815 7.707965 45.029009
34 2025-11-30 26.236736 7.986752 44.164494
Forecast for Asia and Product 616:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.179973 26.679917 64.562189
31 2025-08-31 45.327879 26.512415 64.855542
32 2025-09-30 45.471013 26.817848 65.630283
33 2025-10-31 45.618919 25.610951 63.261985
34 2025-11-30 45.762053 26.203618 65.916507
13:58:43 - cmdstanpy - INFO - Chain [1] start processing 13:58:43 - cmdstanpy - INFO - Chain [1] done processing 13:58:43 - cmdstanpy - INFO - Chain [1] start processing 13:58:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 617:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.605720 23.003206 51.017314
31 2025-08-31 36.312045 21.148803 48.706306
32 2025-09-30 36.027844 21.706639 50.044750
33 2025-10-31 35.734169 20.666124 51.522109
34 2025-11-30 35.449968 21.012854 49.715792
Forecast for Asia and Product 618:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.878155 13.732227 48.419441
31 2025-08-31 30.253839 12.883281 47.913749
32 2025-09-30 29.649662 11.867465 46.452743
33 2025-10-31 29.025346 11.927789 46.493882
34 2025-11-30 28.421170 12.189752 46.154545
13:58:44 - cmdstanpy - INFO - Chain [1] start processing 13:58:44 - cmdstanpy - INFO - Chain [1] done processing 13:58:44 - cmdstanpy - INFO - Chain [1] start processing 13:58:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 619:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.003974 27.781356 69.314315
31 2025-08-31 48.244218 26.001291 70.201837
32 2025-09-30 48.476713 26.207025 71.230273
33 2025-10-31 48.716958 28.555620 68.916508
34 2025-11-30 48.949452 27.562911 70.903751
Forecast for Asia and Product 620:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.053160 32.882596 77.894694
31 2025-08-31 56.753537 35.823013 77.505856
32 2025-09-30 57.431321 35.654722 78.400697
33 2025-10-31 58.131698 37.386931 79.982759
34 2025-11-30 58.809482 35.718607 82.541778
13:58:44 - cmdstanpy - INFO - Chain [1] start processing 13:58:44 - cmdstanpy - INFO - Chain [1] done processing 13:58:44 - cmdstanpy - INFO - Chain [1] start processing 13:58:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 621:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.963836 16.110222 51.487356
31 2025-08-31 32.763433 14.529906 50.504822
32 2025-09-30 32.569495 13.829094 50.407090
33 2025-10-31 32.369093 12.889827 50.528484
34 2025-11-30 32.175155 14.157449 48.571892
Forecast for Asia and Product 622:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.203266 15.385209 53.322681
31 2025-08-31 35.165293 15.175705 53.954115
32 2025-09-30 35.128546 16.030569 52.515048
33 2025-10-31 35.090574 16.635734 55.875509
34 2025-11-30 35.053826 15.264676 53.946685
13:58:44 - cmdstanpy - INFO - Chain [1] start processing 13:58:44 - cmdstanpy - INFO - Chain [1] done processing 13:58:44 - cmdstanpy - INFO - Chain [1] start processing 13:58:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 623:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.970219 28.703179 56.476439
31 2025-08-31 42.968757 28.253925 56.644497
32 2025-09-30 42.967343 29.640588 56.675330
33 2025-10-31 42.965881 29.386135 57.237221
34 2025-11-30 42.964467 28.309430 56.880932
Forecast for Asia and Product 624:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.437705 15.114162 55.556387
31 2025-08-31 35.230640 14.544441 54.555251
32 2025-09-30 35.030255 13.980878 56.052292
33 2025-10-31 34.823191 14.023299 56.566779
34 2025-11-30 34.622806 14.240374 55.568404
13:58:45 - cmdstanpy - INFO - Chain [1] start processing 13:58:45 - cmdstanpy - INFO - Chain [1] done processing 13:58:45 - cmdstanpy - INFO - Chain [1] start processing 13:58:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 625:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.361782 29.828317 71.299202
31 2025-08-31 49.807994 30.882347 69.062769
32 2025-09-30 50.239811 29.228603 71.490756
33 2025-10-31 50.686023 30.441245 70.895237
34 2025-11-30 51.117840 30.074009 72.868866
Forecast for Asia and Product 626:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.743788 16.101689 46.583271
31 2025-08-31 31.396978 16.109156 46.667947
32 2025-09-30 31.061355 15.121665 47.090087
33 2025-10-31 30.714544 15.036711 46.575064
34 2025-11-30 30.378921 14.535843 46.334634
13:58:45 - cmdstanpy - INFO - Chain [1] start processing 13:58:45 - cmdstanpy - INFO - Chain [1] done processing 13:58:45 - cmdstanpy - INFO - Chain [1] start processing 13:58:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 627:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.230125 18.303746 56.627545
31 2025-08-31 37.142437 18.272531 56.380496
32 2025-09-30 37.057578 17.388185 55.950410
33 2025-10-31 36.969890 18.829529 55.910462
34 2025-11-30 36.885030 19.214802 55.829492
Forecast for Asia and Product 628:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.162222 17.209066 48.660068
31 2025-08-31 31.606536 16.700681 45.772685
32 2025-09-30 31.068776 16.740670 46.939121
33 2025-10-31 30.513090 16.269520 46.770989
34 2025-11-30 29.975330 13.828505 43.770870
13:58:45 - cmdstanpy - INFO - Chain [1] start processing 13:58:45 - cmdstanpy - INFO - Chain [1] done processing 13:58:46 - cmdstanpy - INFO - Chain [1] start processing 13:58:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 629:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.309905 28.358361 69.971583
31 2025-08-31 50.473018 30.200307 70.722662
32 2025-09-30 50.630869 28.848771 70.556963
33 2025-10-31 50.793982 29.369669 71.289466
34 2025-11-30 50.951833 29.785570 71.653217
Forecast for Asia and Product 630:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.194727 30.146212 60.639094
31 2025-08-31 45.293892 29.110633 61.596605
32 2025-09-30 45.389859 29.545778 60.705942
33 2025-10-31 45.489025 28.920967 60.927676
34 2025-11-30 45.584992 29.840769 61.886108
13:58:46 - cmdstanpy - INFO - Chain [1] start processing 13:58:46 - cmdstanpy - INFO - Chain [1] done processing 13:58:46 - cmdstanpy - INFO - Chain [1] start processing 13:58:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 631:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.020485 7.078248 49.949691
31 2025-08-31 28.624197 5.754620 50.862868
32 2025-09-30 28.240693 7.317374 49.361405
33 2025-10-31 27.844405 5.196880 49.199290
34 2025-11-30 27.460901 5.585623 48.379997
Forecast for Asia and Product 632:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.183540 16.839573 58.703396
31 2025-08-31 38.014912 15.930318 60.244500
32 2025-09-30 37.851723 16.215408 61.261232
33 2025-10-31 37.683095 15.470149 59.595237
34 2025-11-30 37.519907 14.431604 59.990978
13:58:46 - cmdstanpy - INFO - Chain [1] start processing 13:58:46 - cmdstanpy - INFO - Chain [1] done processing 13:58:46 - cmdstanpy - INFO - Chain [1] start processing 13:58:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 633:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.565675 23.250123 60.437489
31 2025-08-31 41.857192 25.220248 61.797156
32 2025-09-30 42.139305 25.086327 60.179874
33 2025-10-31 42.430822 24.734797 60.534156
34 2025-11-30 42.712935 23.914653 60.127892
Forecast for Asia and Product 634:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.930103 36.129869 69.873699
31 2025-08-31 53.412109 37.093057 70.616900
32 2025-09-30 53.878567 38.387581 71.299969
33 2025-10-31 54.360573 37.815017 71.128663
34 2025-11-30 54.827031 37.116505 70.198579
13:58:46 - cmdstanpy - INFO - Chain [1] start processing 13:58:46 - cmdstanpy - INFO - Chain [1] done processing 13:58:47 - cmdstanpy - INFO - Chain [1] start processing 13:58:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 635:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.410773 23.315949 55.028430
31 2025-08-31 39.333128 22.539363 54.675026
32 2025-09-30 39.257987 22.755854 55.110082
33 2025-10-31 39.180341 22.299136 54.052032
34 2025-11-30 39.105200 23.343951 55.561593
Forecast for Asia and Product 636:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.531382 14.989006 48.377020
31 2025-08-31 31.300892 13.969920 46.903301
32 2025-09-30 31.077838 14.603943 47.501095
33 2025-10-31 30.847349 12.882943 48.188687
34 2025-11-30 30.624294 12.982314 47.056255
13:58:47 - cmdstanpy - INFO - Chain [1] start processing 13:58:47 - cmdstanpy - INFO - Chain [1] done processing 13:58:47 - cmdstanpy - INFO - Chain [1] start processing 13:58:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 637:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.640119 12.609448 49.991099
31 2025-08-31 31.105692 13.228768 51.067091
32 2025-09-30 30.588505 11.015077 48.313267
33 2025-10-31 30.054078 11.906210 49.445961
34 2025-11-30 29.536891 10.337703 47.629935
Forecast for Asia and Product 638:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.432377 -4.792398 45.644418
31 2025-08-31 21.572354 -3.890496 46.112222
32 2025-09-30 20.740073 -6.180692 48.300108
33 2025-10-31 19.880050 -5.345452 48.670728
34 2025-11-30 19.047769 -7.468972 45.267035
13:58:47 - cmdstanpy - INFO - Chain [1] start processing 13:58:47 - cmdstanpy - INFO - Chain [1] done processing 13:58:47 - cmdstanpy - INFO - Chain [1] start processing 13:58:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 639:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.161179 4.998831 41.101090
31 2025-08-31 21.292464 2.581491 39.314979
32 2025-09-30 20.451772 1.474619 38.955615
33 2025-10-31 19.583056 1.458475 39.369817
34 2025-11-30 18.742364 -0.200691 38.155760
Forecast for Asia and Product 640:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.116862 15.579152 53.462221
31 2025-08-31 33.620341 14.836111 53.105562
32 2025-09-30 33.139836 13.357970 52.546189
33 2025-10-31 32.643315 14.222332 51.844743
34 2025-11-30 32.162810 13.018101 49.465189
13:58:48 - cmdstanpy - INFO - Chain [1] start processing 13:58:48 - cmdstanpy - INFO - Chain [1] done processing 13:58:48 - cmdstanpy - INFO - Chain [1] start processing 13:58:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 641:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.700016 26.287655 57.390925
31 2025-08-31 43.061557 27.084858 58.036570
32 2025-09-30 43.411435 28.015780 58.970263
33 2025-10-31 43.772975 28.456803 59.591513
34 2025-11-30 44.122853 26.935909 60.408252
Forecast for Asia and Product 642:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.559963 20.295120 60.977892
31 2025-08-31 39.448242 18.514949 60.395657
32 2025-09-30 39.340126 18.713432 59.114033
33 2025-10-31 39.228406 19.275272 59.781568
34 2025-11-30 39.120290 18.466897 58.253229
13:58:48 - cmdstanpy - INFO - Chain [1] start processing 13:58:48 - cmdstanpy - INFO - Chain [1] done processing 13:58:48 - cmdstanpy - INFO - Chain [1] start processing 13:58:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 643:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.325631 22.922080 61.899769
31 2025-08-31 41.187944 22.679776 59.584392
32 2025-09-30 41.054700 23.040978 59.864114
33 2025-10-31 40.917014 23.135381 58.819297
34 2025-11-30 40.783769 22.080128 58.883183
Forecast for Asia and Product 644:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.765353 22.954458 65.056927
31 2025-08-31 44.925417 25.592794 63.721656
32 2025-09-30 45.080318 25.497802 66.227771
33 2025-10-31 45.240382 25.123773 65.858604
34 2025-11-30 45.395283 25.626150 65.554231
13:58:48 - cmdstanpy - INFO - Chain [1] start processing 13:58:48 - cmdstanpy - INFO - Chain [1] done processing 13:58:48 - cmdstanpy - INFO - Chain [1] start processing 13:58:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 645:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.535649 22.514006 76.311889
31 2025-08-31 48.060716 23.333551 73.548212
32 2025-09-30 48.568846 24.251618 73.778652
33 2025-10-31 49.093913 25.477330 73.633130
34 2025-11-30 49.602043 24.605729 77.272760
Forecast for Asia and Product 646:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.916933 11.323197 55.191765
31 2025-08-31 33.371228 11.945051 54.992924
32 2025-09-30 32.843126 10.199867 56.159020
33 2025-10-31 32.297421 10.515093 54.245248
34 2025-11-30 31.769319 9.108166 54.517182
13:58:49 - cmdstanpy - INFO - Chain [1] start processing 13:58:49 - cmdstanpy - INFO - Chain [1] done processing 13:58:49 - cmdstanpy - INFO - Chain [1] start processing 13:58:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 647:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.707141 20.364105 51.771369
31 2025-08-31 36.773458 20.456196 53.313126
32 2025-09-30 36.837636 20.919985 53.079978
33 2025-10-31 36.903953 21.305324 52.540448
34 2025-11-30 36.968131 21.059661 51.107381
Forecast for Asia and Product 648:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.937424 28.445220 76.123408
31 2025-08-31 52.435224 29.579574 75.800868
32 2025-09-30 52.916965 29.199663 75.652458
33 2025-10-31 53.414765 31.199120 76.026066
34 2025-11-30 53.896507 31.115183 77.921856
13:58:49 - cmdstanpy - INFO - Chain [1] start processing 13:58:49 - cmdstanpy - INFO - Chain [1] done processing 13:58:49 - cmdstanpy - INFO - Chain [1] start processing 13:58:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 649:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.856367 19.399650 70.183900
31 2025-08-31 45.197968 24.370350 69.377085
32 2025-09-30 45.528551 23.547107 69.925863
33 2025-10-31 45.870152 21.673398 69.263981
34 2025-11-30 46.200734 23.752687 71.038775
Forecast for Asia and Product 650:
ds yhat yhat_lower yhat_upper
30 2025-07-31 17.393185 -1.778002 35.673541
31 2025-08-31 16.226438 -3.808381 34.724962
32 2025-09-30 15.097328 -4.195442 32.826887
33 2025-10-31 13.930582 -4.437402 31.774162
34 2025-11-30 12.801472 -5.529617 32.416555
13:58:49 - cmdstanpy - INFO - Chain [1] start processing 13:58:49 - cmdstanpy - INFO - Chain [1] done processing 13:58:49 - cmdstanpy - INFO - Chain [1] start processing 13:58:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 651:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.202000 8.265716 44.785666
31 2025-08-31 25.654975 8.712809 44.959052
32 2025-09-30 25.125597 7.183461 43.863668
33 2025-10-31 24.578572 4.865032 42.721442
34 2025-11-30 24.049193 5.353063 44.389229
Forecast for Asia and Product 652:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.480907 15.559558 58.436764
31 2025-08-31 36.123436 15.045010 58.357995
32 2025-09-30 35.777496 14.565014 58.013337
33 2025-10-31 35.420026 12.799053 56.848312
34 2025-11-30 35.074086 13.933435 56.579043
13:58:50 - cmdstanpy - INFO - Chain [1] start processing 13:58:50 - cmdstanpy - INFO - Chain [1] done processing 13:58:50 - cmdstanpy - INFO - Chain [1] start processing 13:58:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 653:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.691371 16.411040 64.844531
31 2025-08-31 39.668632 16.033244 62.588805
32 2025-09-30 39.646627 17.302089 63.885421
33 2025-10-31 39.623889 14.883559 64.972112
34 2025-11-30 39.601884 14.659198 64.113009
Forecast for Asia and Product 654:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.512316 27.575226 73.917339
31 2025-08-31 51.052593 26.904088 74.417514
32 2025-09-30 51.575443 27.736007 74.589766
33 2025-10-31 52.115720 27.775821 76.335991
34 2025-11-30 52.638569 29.867295 75.423231
13:58:50 - cmdstanpy - INFO - Chain [1] start processing 13:58:50 - cmdstanpy - INFO - Chain [1] done processing 13:58:50 - cmdstanpy - INFO - Chain [1] start processing 13:58:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 655:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.727350 18.573719 51.223253
31 2025-08-31 35.729193 18.124325 52.909588
32 2025-09-30 35.730976 18.880110 52.248398
33 2025-10-31 35.732819 18.583328 52.128144
34 2025-11-30 35.734602 17.571978 52.774700
Forecast for Asia and Product 656:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.230441 23.490680 66.436392
31 2025-08-31 45.377754 23.222160 66.382653
32 2025-09-30 45.520314 24.079341 66.773862
33 2025-10-31 45.667627 24.115813 66.131251
34 2025-11-30 45.810188 23.491222 67.177549
13:58:50 - cmdstanpy - INFO - Chain [1] start processing 13:58:50 - cmdstanpy - INFO - Chain [1] done processing 13:58:51 - cmdstanpy - INFO - Chain [1] start processing 13:58:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 657:
ds yhat yhat_lower yhat_upper
30 2025-07-31 64.306487 43.498834 85.071525
31 2025-08-31 65.418477 45.616528 85.783513
32 2025-09-30 66.494597 46.205178 90.303143
33 2025-10-31 67.606588 46.844868 87.734073
34 2025-11-30 68.682708 47.217454 89.168479
Forecast for Asia and Product 658:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.467154 14.158493 63.375231
31 2025-08-31 38.474546 14.376063 62.856338
32 2025-09-30 38.481698 14.577385 62.002518
33 2025-10-31 38.489090 15.277907 61.749416
34 2025-11-30 38.496243 13.976531 63.537598
13:58:51 - cmdstanpy - INFO - Chain [1] start processing 13:58:51 - cmdstanpy - INFO - Chain [1] done processing 13:58:51 - cmdstanpy - INFO - Chain [1] start processing 13:58:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 659:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.240416 19.531866 54.289726
31 2025-08-31 36.062799 17.287266 53.534187
32 2025-09-30 35.890913 18.294800 54.283972
33 2025-10-31 35.713296 16.808915 53.510481
34 2025-11-30 35.541409 17.236663 53.783414
Forecast for Asia and Product 660:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.309096 1.980894 43.367964
31 2025-08-31 21.351763 -0.136743 41.177550
32 2025-09-30 20.425312 0.640542 40.405543
33 2025-10-31 19.467979 -0.168435 37.785087
34 2025-11-30 18.541528 -0.272319 38.560096
13:58:51 - cmdstanpy - INFO - Chain [1] start processing 13:58:51 - cmdstanpy - INFO - Chain [1] done processing 13:58:51 - cmdstanpy - INFO - Chain [1] start processing 13:58:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 661:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.535698 11.008189 59.149885
31 2025-08-31 35.990131 11.908363 58.379761
32 2025-09-30 35.462163 13.686831 60.744250
33 2025-10-31 34.916596 11.069092 57.886106
34 2025-11-30 34.388627 8.304984 58.164121
Forecast for Asia and Product 662:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.352459 23.259778 59.348293
31 2025-08-31 41.550902 22.738009 58.951607
32 2025-09-30 41.742943 24.223368 61.097726
33 2025-10-31 41.941386 23.691699 58.358659
34 2025-11-30 42.133427 23.397523 59.983627
13:58:51 - cmdstanpy - INFO - Chain [1] start processing 13:58:52 - cmdstanpy - INFO - Chain [1] done processing 13:58:52 - cmdstanpy - INFO - Chain [1] start processing 13:58:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 663:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.323925 5.026865 47.146116
31 2025-08-31 25.542192 6.971638 45.794883
32 2025-09-30 24.785677 4.502378 43.842138
33 2025-10-31 24.003944 3.488531 43.209865
34 2025-11-30 23.247429 3.111662 43.828835
Forecast for Asia and Product 664:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.287643 33.538903 59.542264
31 2025-08-31 46.380049 33.001443 59.555884
32 2025-09-30 46.469473 33.219906 59.282653
33 2025-10-31 46.561878 32.822825 59.656075
34 2025-11-30 46.651302 32.322885 59.961222
13:58:52 - cmdstanpy - INFO - Chain [1] start processing 13:58:52 - cmdstanpy - INFO - Chain [1] done processing 13:58:52 - cmdstanpy - INFO - Chain [1] start processing 13:58:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 665:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.923320 27.840379 71.930381
31 2025-08-31 50.182762 26.018581 74.164735
32 2025-09-30 50.433835 26.347409 74.055851
33 2025-10-31 50.693277 27.521498 74.204700
34 2025-11-30 50.944350 28.386789 74.594174
Forecast for Asia and Product 666:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.437293 11.319426 54.498849
31 2025-08-31 33.264734 12.308620 55.223216
32 2025-09-30 33.097741 11.100557 54.999314
33 2025-10-31 32.925181 10.843443 54.423599
34 2025-11-30 32.758188 9.306878 55.513448
13:58:52 - cmdstanpy - INFO - Chain [1] start processing 13:58:52 - cmdstanpy - INFO - Chain [1] done processing 13:58:52 - cmdstanpy - INFO - Chain [1] start processing 13:58:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 667:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.217000 6.455043 46.696635
31 2025-08-31 25.614643 6.230229 46.891867
32 2025-09-30 25.031717 4.998499 44.299778
33 2025-10-31 24.429360 5.190327 44.959422
34 2025-11-30 23.846434 3.556154 43.057320
Forecast for Asia and Product 668:
ds yhat yhat_lower yhat_upper
29 2025-06-30 46.848310 27.317228 68.400850
30 2025-07-31 47.177705 27.196323 67.440923
31 2025-08-31 47.507100 28.021804 67.450349
32 2025-09-30 47.825869 28.829245 67.302350
33 2025-10-31 48.155265 27.960489 66.347051
13:58:53 - cmdstanpy - INFO - Chain [1] start processing 13:58:53 - cmdstanpy - INFO - Chain [1] done processing 13:58:53 - cmdstanpy - INFO - Chain [1] start processing 13:58:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 669:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.122888 -7.219509 45.644230
31 2025-08-31 18.144067 -7.840365 44.479006
32 2025-09-30 17.196821 -9.209145 44.559187
33 2025-10-31 16.218000 -8.251046 42.112910
34 2025-11-30 15.270754 -10.879096 43.672536
Forecast for Asia and Product 670:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.459278 31.024725 71.708589
31 2025-08-31 52.275575 33.257701 73.869999
32 2025-09-30 53.065540 32.156832 74.431734
33 2025-10-31 53.881837 34.196008 74.814140
34 2025-11-30 54.671802 35.368084 74.131273
13:58:53 - cmdstanpy - INFO - Chain [1] start processing 13:58:53 - cmdstanpy - INFO - Chain [1] done processing 13:58:53 - cmdstanpy - INFO - Chain [1] start processing 13:58:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 671:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.107680 18.035536 53.673903
31 2025-08-31 34.715180 17.764856 51.642129
32 2025-09-30 34.335340 16.606310 53.011666
33 2025-10-31 33.942839 16.346087 51.916729
34 2025-11-30 33.563000 15.409259 51.533458
Forecast for Asia and Product 672:
ds yhat yhat_lower yhat_upper
30 2025-07-31 64.492645 44.391805 81.410135
31 2025-08-31 65.661038 47.211719 82.547536
32 2025-09-30 66.791742 49.536836 84.994829
33 2025-10-31 67.960135 49.364322 87.352642
34 2025-11-30 69.090838 50.520818 87.397982
13:58:53 - cmdstanpy - INFO - Chain [1] start processing 13:58:53 - cmdstanpy - INFO - Chain [1] done processing 13:58:53 - cmdstanpy - INFO - Chain [1] start processing 13:58:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 673:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.232560 11.515430 58.804971
31 2025-08-31 34.967171 12.089026 59.384422
32 2025-09-30 34.710343 13.149115 59.022556
33 2025-10-31 34.444954 12.703145 56.552757
34 2025-11-30 34.188126 12.102541 55.570607
Forecast for Asia and Product 674:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.439776 20.778138 54.942641
31 2025-08-31 38.545000 22.340184 56.633621
32 2025-09-30 38.646831 22.208116 55.540836
33 2025-10-31 38.752055 21.957848 54.992504
34 2025-11-30 38.853886 23.378033 55.961541
13:58:54 - cmdstanpy - INFO - Chain [1] start processing 13:58:54 - cmdstanpy - INFO - Chain [1] done processing 13:58:54 - cmdstanpy - INFO - Chain [1] start processing 13:58:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 675:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.585413 13.111215 53.263349
31 2025-08-31 32.032706 13.524518 52.399091
32 2025-09-30 31.497827 12.418964 50.628431
33 2025-10-31 30.945120 11.087113 51.667774
34 2025-11-30 30.410242 10.868825 49.547733
Forecast for Asia and Product 676:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.214454 4.417088 43.448433
31 2025-08-31 21.358736 2.532654 41.675522
32 2025-09-30 20.530621 1.519276 41.612058
33 2025-10-31 19.674903 0.446237 40.665119
34 2025-11-30 18.846788 -1.296664 38.013947
13:58:54 - cmdstanpy - INFO - Chain [1] start processing 13:58:54 - cmdstanpy - INFO - Chain [1] done processing 13:58:54 - cmdstanpy - INFO - Chain [1] start processing 13:58:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 677:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.683603 26.461391 65.857640
31 2025-08-31 45.990184 25.814599 65.546429
32 2025-09-30 46.286876 28.191457 66.714110
33 2025-10-31 46.593457 27.160997 67.148641
34 2025-11-30 46.890149 26.615525 65.916155
Forecast for Asia and Product 678:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.028859 28.626086 68.784810
31 2025-08-31 49.364234 30.621301 69.683270
32 2025-09-30 49.688791 30.621090 70.281909
33 2025-10-31 50.024166 29.537716 68.795377
34 2025-11-30 50.348723 30.204223 70.314959
13:58:54 - cmdstanpy - INFO - Chain [1] start processing 13:58:54 - cmdstanpy - INFO - Chain [1] done processing 13:58:55 - cmdstanpy - INFO - Chain [1] start processing 13:58:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 679:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.310878 28.787763 75.656157
31 2025-08-31 52.499051 29.511471 78.240087
32 2025-09-30 52.681155 28.891936 77.314509
33 2025-10-31 52.869329 28.560318 74.428804
34 2025-11-30 53.051432 30.966466 78.738375
Forecast for Asia and Product 680:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.916013 28.827278 80.136623
31 2025-08-31 54.361263 30.166658 79.465202
32 2025-09-30 54.792150 30.919284 80.584071
33 2025-10-31 55.237401 31.382870 80.057688
34 2025-11-30 55.668288 31.823330 82.404784
13:58:55 - cmdstanpy - INFO - Chain [1] start processing 13:58:55 - cmdstanpy - INFO - Chain [1] done processing 13:58:55 - cmdstanpy - INFO - Chain [1] start processing 13:58:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 681:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.923314 16.736465 49.325033
31 2025-08-31 32.696920 16.290305 49.311421
32 2025-09-30 32.477829 16.526505 47.833828
33 2025-10-31 32.251434 16.031166 47.497508
34 2025-11-30 32.032343 15.733022 47.471497
Forecast for Asia and Product 682:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.686277 41.984834 71.532983
31 2025-08-31 56.698664 41.456206 71.195850
32 2025-09-30 57.678392 42.310193 72.927662
33 2025-10-31 58.690779 43.996769 72.677749
34 2025-11-30 59.670508 44.211797 75.136146
13:58:55 - cmdstanpy - INFO - Chain [1] start processing 13:58:55 - cmdstanpy - INFO - Chain [1] done processing 13:58:55 - cmdstanpy - INFO - Chain [1] start processing 13:58:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 683:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.514526 40.929441 73.547572
31 2025-08-31 57.238938 39.276465 73.649542
32 2025-09-30 57.939982 41.260076 74.225205
33 2025-10-31 58.664394 41.061929 76.331574
34 2025-11-30 59.365437 42.650162 75.070846
Forecast for Asia and Product 684:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.612729 21.825186 53.703508
31 2025-08-31 37.524301 21.376946 53.241921
32 2025-09-30 37.438725 20.941030 53.190880
33 2025-10-31 37.350297 21.900105 53.814258
34 2025-11-30 37.264722 19.501155 53.331286
13:58:55 - cmdstanpy - INFO - Chain [1] start processing 13:58:55 - cmdstanpy - INFO - Chain [1] done processing 13:58:56 - cmdstanpy - INFO - Chain [1] start processing 13:58:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 685:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.620115 19.761540 60.969653
31 2025-08-31 41.922837 21.921978 61.267470
32 2025-09-30 42.215793 23.845502 63.232455
33 2025-10-31 42.518515 22.771167 61.845129
34 2025-11-30 42.811471 22.306385 62.933603
Forecast for Asia and Product 686:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.460358 19.865345 62.267647
31 2025-08-31 40.154690 20.714696 60.383158
32 2025-09-30 39.858882 19.484329 60.660677
33 2025-10-31 39.553213 19.221417 59.209848
34 2025-11-30 39.257405 18.473213 60.379852
13:58:56 - cmdstanpy - INFO - Chain [1] start processing 13:58:56 - cmdstanpy - INFO - Chain [1] done processing 13:58:56 - cmdstanpy - INFO - Chain [1] start processing 13:58:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 687:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.157099 14.467114 71.016875
31 2025-08-31 44.160233 15.837148 71.881898
32 2025-09-30 44.163266 15.177225 73.262513
33 2025-10-31 44.166400 18.436289 71.902926
34 2025-11-30 44.169433 16.148435 72.720767
Forecast for Asia and Product 688:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.516173 22.813025 59.955603
31 2025-08-31 41.643345 22.762772 59.659758
32 2025-09-30 41.766414 23.899508 60.131222
33 2025-10-31 41.893585 23.199935 60.916685
34 2025-11-30 42.016654 23.156374 59.886053
13:58:56 - cmdstanpy - INFO - Chain [1] start processing 13:58:56 - cmdstanpy - INFO - Chain [1] done processing 13:58:56 - cmdstanpy - INFO - Chain [1] start processing 13:58:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 689:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.202075 15.602681 52.400240
31 2025-08-31 33.605791 14.546888 52.609955
32 2025-09-30 33.028742 13.171996 52.446714
33 2025-10-31 32.432458 13.102737 49.509624
34 2025-11-30 31.855408 11.448691 49.524883
Forecast for Asia and Product 690:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.790180 15.561421 47.581996
31 2025-08-31 31.448549 15.340390 47.142670
32 2025-09-30 31.117939 15.579862 47.412526
33 2025-10-31 30.776308 15.291448 45.514116
34 2025-11-30 30.445697 14.348783 45.437909
13:58:56 - cmdstanpy - INFO - Chain [1] start processing 13:58:57 - cmdstanpy - INFO - Chain [1] done processing 13:58:57 - cmdstanpy - INFO - Chain [1] start processing 13:58:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 691:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.907651 22.002123 63.270607
31 2025-08-31 42.026730 21.127719 63.705367
32 2025-09-30 42.141968 21.543165 64.940016
33 2025-10-31 42.261047 19.706499 63.337185
34 2025-11-30 42.376284 19.806365 64.122563
Forecast for Asia and Product 692:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.939959 22.962346 63.197414
31 2025-08-31 43.198942 21.381361 62.283627
32 2025-09-30 43.449570 22.305393 63.235511
33 2025-10-31 43.708553 22.426210 63.675806
34 2025-11-30 43.959182 22.446669 64.240724
13:58:57 - cmdstanpy - INFO - Chain [1] start processing 13:58:57 - cmdstanpy - INFO - Chain [1] done processing 13:58:57 - cmdstanpy - INFO - Chain [1] start processing 13:58:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 693:
ds yhat yhat_lower yhat_upper
30 2025-07-31 11.313540 -12.794943 35.757052
31 2025-08-31 9.932335 -13.550123 32.052387
32 2025-09-30 8.595685 -17.726487 31.138406
33 2025-10-31 7.214480 -17.243149 32.356809
34 2025-11-30 5.877830 -18.160002 30.058476
Forecast for Asia and Product 694:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.688092 23.632419 58.602187
31 2025-08-31 40.750771 23.325604 57.205336
32 2025-09-30 40.811428 23.766669 58.363007
33 2025-10-31 40.874106 22.544997 59.353524
34 2025-11-30 40.934763 22.091001 59.453867
13:58:57 - cmdstanpy - INFO - Chain [1] start processing 13:58:57 - cmdstanpy - INFO - Chain [1] done processing 13:58:57 - cmdstanpy - INFO - Chain [1] start processing 13:58:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 695:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.845559 0.152634 40.049317
31 2025-08-31 19.180748 -3.035427 39.834735
32 2025-09-30 18.537382 -1.144147 38.314712
33 2025-10-31 17.872571 -3.748987 38.209062
34 2025-11-30 17.229206 -2.424046 36.762332
Forecast for Asia and Product 696:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.993022 25.594836 62.772823
31 2025-08-31 43.102278 23.619329 61.176697
32 2025-09-30 43.208010 23.212770 59.735825
33 2025-10-31 43.317266 24.926101 61.155340
34 2025-11-30 43.422998 26.348695 62.396955
13:58:58 - cmdstanpy - INFO - Chain [1] start processing 13:58:58 - cmdstanpy - INFO - Chain [1] done processing 13:58:58 - cmdstanpy - INFO - Chain [1] start processing 13:58:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 697:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.313286 24.998633 76.477639
31 2025-08-31 51.672071 26.062353 77.262315
32 2025-09-30 52.019282 26.939019 78.010415
33 2025-10-31 52.378066 28.639489 78.447769
34 2025-11-30 52.725277 28.482763 76.794926
Forecast for Asia and Product 698:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.932162 37.495722 83.744718
31 2025-08-31 60.807127 37.308960 87.344030
32 2025-09-30 61.653867 37.550515 86.224123
33 2025-10-31 62.528831 37.159220 86.599790
34 2025-11-30 63.375572 37.463919 88.311558
13:58:58 - cmdstanpy - INFO - Chain [1] start processing 13:58:58 - cmdstanpy - INFO - Chain [1] done processing 13:58:58 - cmdstanpy - INFO - Chain [1] start processing 13:58:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 699:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.769066 22.319115 67.907312
31 2025-08-31 46.218253 23.331642 66.739244
32 2025-09-30 46.652950 26.518925 67.623331
33 2025-10-31 47.102136 22.463146 68.665246
34 2025-11-30 47.536833 25.849954 70.771352
Forecast for Asia and Product 700:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.182931 18.843212 54.187861
31 2025-08-31 35.943516 18.698162 54.001431
32 2025-09-30 35.711825 17.531632 54.410248
33 2025-10-31 35.472410 18.624055 53.117814
34 2025-11-30 35.240719 17.748146 53.397095
13:58:58 - cmdstanpy - INFO - Chain [1] start processing 13:58:58 - cmdstanpy - INFO - Chain [1] done processing 13:58:58 - cmdstanpy - INFO - Chain [1] start processing 13:58:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 701:
ds yhat yhat_lower yhat_upper
30 2025-07-31 65.325065 47.193285 83.563438
31 2025-08-31 66.789498 49.905434 84.899990
32 2025-09-30 68.206691 49.568765 85.082005
33 2025-10-31 69.671124 53.073759 86.508298
34 2025-11-30 71.088317 53.401493 87.762750
Forecast for Asia and Product 702:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.150790 7.030916 40.560226
31 2025-08-31 23.395025 5.095927 40.331141
32 2025-09-30 22.663639 5.273153 39.645204
33 2025-10-31 21.907874 4.624388 38.330945
34 2025-11-30 21.176488 5.126131 38.003577
13:58:59 - cmdstanpy - INFO - Chain [1] start processing 13:58:59 - cmdstanpy - INFO - Chain [1] done processing 13:58:59 - cmdstanpy - INFO - Chain [1] start processing 13:58:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 703:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.049049 28.123611 56.508708
31 2025-08-31 42.087934 26.719651 57.077720
32 2025-09-30 42.125565 27.493216 56.680308
33 2025-10-31 42.164450 27.445137 56.043401
34 2025-11-30 42.202081 27.081026 58.160948
Forecast for Asia and Product 704:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.453949 41.116421 70.880574
31 2025-08-31 55.981388 40.664092 72.321298
32 2025-09-30 56.491813 40.421487 69.930199
33 2025-10-31 57.019252 40.562758 71.753842
34 2025-11-30 57.529677 42.391651 72.526835
13:58:59 - cmdstanpy - INFO - Chain [1] start processing 13:58:59 - cmdstanpy - INFO - Chain [1] done processing 13:58:59 - cmdstanpy - INFO - Chain [1] start processing 13:58:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 705:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.552515 7.725027 48.100579
31 2025-08-31 28.896037 8.472155 48.226348
32 2025-09-30 28.260735 9.442868 47.044724
33 2025-10-31 27.604257 8.426510 47.680856
34 2025-11-30 26.968955 6.669349 45.310263
Forecast for Asia and Product 706:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.104086 26.372670 68.699433
31 2025-08-31 47.574462 26.837320 68.037122
32 2025-09-30 48.029666 26.229836 69.433769
33 2025-10-31 48.500043 28.055716 70.690030
34 2025-11-30 48.955246 28.090202 69.580915
13:58:59 - cmdstanpy - INFO - Chain [1] start processing 13:58:59 - cmdstanpy - INFO - Chain [1] done processing 13:59:00 - cmdstanpy - INFO - Chain [1] start processing 13:59:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 707:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.693046 16.288202 66.967424
31 2025-08-31 42.676580 17.681616 70.315990
32 2025-09-30 42.660645 16.533923 68.729094
33 2025-10-31 42.644179 15.197916 71.013799
34 2025-11-30 42.628244 15.932503 70.109960
Forecast for Asia and Product 708:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.593356 23.763851 55.855863
31 2025-08-31 39.417937 24.408238 53.889225
32 2025-09-30 39.248176 23.189375 55.231779
33 2025-10-31 39.072756 24.816569 55.302612
34 2025-11-30 38.902995 22.593257 54.798259
13:59:00 - cmdstanpy - INFO - Chain [1] start processing 13:59:00 - cmdstanpy - INFO - Chain [1] done processing 13:59:00 - cmdstanpy - INFO - Chain [1] start processing 13:59:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 709:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.613581 28.411015 71.124650
31 2025-08-31 50.075388 29.044099 70.180353
32 2025-09-30 50.522299 29.850403 70.816845
33 2025-10-31 50.984107 31.720132 72.016208
34 2025-11-30 51.431017 30.941454 71.879400
Forecast for Asia and Product 710:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.062424 36.394582 61.801513
31 2025-08-31 49.710821 37.212340 61.912185
32 2025-09-30 50.338301 38.048002 62.826840
33 2025-10-31 50.986698 39.160900 64.294544
34 2025-11-30 51.614179 39.611549 62.977822
13:59:00 - cmdstanpy - INFO - Chain [1] start processing 13:59:00 - cmdstanpy - INFO - Chain [1] done processing 13:59:00 - cmdstanpy - INFO - Chain [1] start processing 13:59:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 711:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.434668 22.879574 57.138321
31 2025-08-31 40.136221 21.621113 57.600155
32 2025-09-30 39.847401 21.566449 56.967743
33 2025-10-31 39.548954 21.648812 57.338152
34 2025-11-30 39.260134 21.858543 57.535453
Forecast for Asia and Product 712:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.336128 21.431859 54.619943
31 2025-08-31 38.245378 23.599664 54.365425
32 2025-09-30 38.157555 21.789115 55.379763
33 2025-10-31 38.066805 22.367287 54.845476
34 2025-11-30 37.978982 22.000128 53.246740
13:59:00 - cmdstanpy - INFO - Chain [1] start processing 13:59:00 - cmdstanpy - INFO - Chain [1] done processing 13:59:01 - cmdstanpy - INFO - Chain [1] start processing 13:59:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 713:
ds yhat yhat_lower yhat_upper
29 2025-07-31 49.454379 22.969306 73.949617
30 2025-08-31 49.683500 25.493275 74.263484
31 2025-09-30 49.905230 25.629456 76.086292
32 2025-10-31 50.134350 26.525780 74.195646
33 2025-11-30 50.356080 27.091167 74.551502
Forecast for Asia and Product 714:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.874447 14.854088 53.046953
31 2025-08-31 33.585831 16.018463 51.406354
32 2025-09-30 33.306525 15.280439 50.358214
33 2025-10-31 33.017909 14.793450 50.937702
34 2025-11-30 32.738603 13.671028 50.263192
13:59:01 - cmdstanpy - INFO - Chain [1] start processing 13:59:01 - cmdstanpy - INFO - Chain [1] done processing 13:59:01 - cmdstanpy - INFO - Chain [1] start processing 13:59:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 715:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.888845 2.657335 37.580713
31 2025-08-31 19.911331 3.296317 35.942475
32 2025-09-30 18.965349 1.718489 35.940981
33 2025-10-31 17.987834 1.059566 34.978553
34 2025-11-30 17.041852 -0.387038 34.200541
Forecast for Asia and Product 716:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.488781 4.292482 37.816534
31 2025-08-31 20.594125 4.048790 37.944524
32 2025-09-30 19.728330 2.716009 36.913507
33 2025-10-31 18.833675 1.877641 35.280491
34 2025-11-30 17.967879 0.759444 34.665859
13:59:01 - cmdstanpy - INFO - Chain [1] start processing 13:59:01 - cmdstanpy - INFO - Chain [1] done processing 13:59:01 - cmdstanpy - INFO - Chain [1] start processing 13:59:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 717:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.585331 9.204762 55.532841
31 2025-08-31 32.173769 9.851018 55.391949
32 2025-09-30 31.775483 8.463146 55.072890
33 2025-10-31 31.363921 9.500400 54.303473
34 2025-11-30 30.965635 8.336870 55.681378
Forecast for Asia and Product 718:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.006564 20.535940 58.069866
31 2025-08-31 40.245457 20.917762 60.789227
32 2025-09-30 40.476644 21.996770 60.384795
33 2025-10-31 40.715537 22.811115 59.001051
34 2025-11-30 40.946724 22.194834 60.109784
13:59:01 - cmdstanpy - INFO - Chain [1] start processing 13:59:02 - cmdstanpy - INFO - Chain [1] done processing 13:59:02 - cmdstanpy - INFO - Chain [1] start processing 13:59:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 719:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.988367 18.960074 56.810255
31 2025-08-31 38.742599 20.837603 57.051526
32 2025-09-30 38.504760 19.072783 57.153030
33 2025-10-31 38.258992 19.855751 56.576567
34 2025-11-30 38.021153 20.115568 57.375486
Forecast for Asia and Product 720:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.929669 16.255659 67.695981
31 2025-08-31 42.794704 19.412744 69.695305
32 2025-09-30 42.664092 17.753325 68.577794
33 2025-10-31 42.529127 17.459255 67.015967
34 2025-11-30 42.398516 17.321691 67.547607
13:59:02 - cmdstanpy - INFO - Chain [1] start processing 13:59:02 - cmdstanpy - INFO - Chain [1] done processing 13:59:02 - cmdstanpy - INFO - Chain [1] start processing 13:59:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 721:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.022821 22.534893 55.262409
31 2025-08-31 38.898571 21.456822 56.003972
32 2025-09-30 38.778329 22.300275 56.130881
33 2025-10-31 38.654079 20.652658 56.698629
34 2025-11-30 38.533837 21.154834 55.035744
Forecast for Asia and Product 722:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.902295 15.405427 55.824134
31 2025-08-31 35.514826 16.348725 53.998934
32 2025-09-30 35.139857 15.920528 53.851146
33 2025-10-31 34.752388 15.429491 53.627889
34 2025-11-30 34.377418 15.893680 54.642090
13:59:02 - cmdstanpy - INFO - Chain [1] start processing 13:59:02 - cmdstanpy - INFO - Chain [1] done processing 13:59:02 - cmdstanpy - INFO - Chain [1] start processing 13:59:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 723:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.841254 30.701441 68.596581
31 2025-08-31 49.387983 30.534232 70.632290
32 2025-09-30 49.917076 29.560597 68.508149
33 2025-10-31 50.463805 31.439145 69.409655
34 2025-11-30 50.992897 29.811322 69.990799
Forecast for Asia and Product 724:
ds yhat yhat_lower yhat_upper
30 2025-07-31 1.120931 -13.723575 15.978177
31 2025-08-31 -0.798869 -15.841208 14.069075
32 2025-09-30 -2.656740 -16.487930 11.865836
33 2025-10-31 -4.576540 -18.976160 9.540367
34 2025-11-30 -6.434412 -20.458127 8.387556
13:59:03 - cmdstanpy - INFO - Chain [1] start processing 13:59:03 - cmdstanpy - INFO - Chain [1] done processing 13:59:03 - cmdstanpy - INFO - Chain [1] start processing 13:59:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 725:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.248008 29.834659 63.487076
31 2025-08-31 47.691611 29.490610 63.782632
32 2025-09-30 48.120903 30.487492 64.082759
33 2025-10-31 48.564505 30.952979 65.045236
34 2025-11-30 48.993798 32.930599 66.891267
Forecast for Asia and Product 726:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.763116 19.195703 57.799332
31 2025-08-31 37.356902 18.283105 57.425277
32 2025-09-30 36.963792 17.842235 56.819072
33 2025-10-31 36.557579 17.163199 54.756595
34 2025-11-30 36.164469 16.337505 56.414447
13:59:03 - cmdstanpy - INFO - Chain [1] start processing 13:59:03 - cmdstanpy - INFO - Chain [1] done processing 13:59:03 - cmdstanpy - INFO - Chain [1] start processing 13:59:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 727:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.014592 16.368958 57.913953
31 2025-08-31 38.071417 17.245472 58.954065
32 2025-09-30 38.126408 18.500361 57.184518
33 2025-10-31 38.183232 18.277241 57.662351
34 2025-11-30 38.238224 17.669238 59.235413
Forecast for Asia and Product 728:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.486377 6.498339 51.254049
31 2025-08-31 28.018613 5.219026 53.287874
32 2025-09-30 27.565939 4.453139 49.521684
33 2025-10-31 27.098175 4.447544 49.865677
34 2025-11-30 26.645501 5.105432 48.079269
13:59:03 - cmdstanpy - INFO - Chain [1] start processing 13:59:03 - cmdstanpy - INFO - Chain [1] done processing 13:59:03 - cmdstanpy - INFO - Chain [1] start processing 13:59:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 729:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.581854 15.605211 64.631450
31 2025-08-31 40.409909 17.075587 65.409905
32 2025-09-30 40.243510 16.230379 64.677691
33 2025-10-31 40.071565 15.275472 63.488945
34 2025-11-30 39.905166 15.670865 62.814596
Forecast for Asia and Product 730:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.371674 27.397986 72.701191
31 2025-08-31 50.775185 27.831890 72.656800
32 2025-09-30 51.165679 26.558774 74.095963
33 2025-10-31 51.569190 28.244519 73.977847
34 2025-11-30 51.959685 27.405870 74.084057
13:59:04 - cmdstanpy - INFO - Chain [1] start processing 13:59:04 - cmdstanpy - INFO - Chain [1] done processing 13:59:04 - cmdstanpy - INFO - Chain [1] start processing 13:59:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 731:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.652269 29.468817 70.106780
31 2025-08-31 51.154848 30.415362 68.906034
32 2025-09-30 51.641215 33.146117 70.660141
33 2025-10-31 52.143794 31.377538 72.331946
34 2025-11-30 52.630160 31.870389 71.557591
Forecast for Asia and Product 732:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.441931 15.798380 61.845296
31 2025-08-31 39.387279 16.085452 60.567118
32 2025-09-30 39.334390 16.692075 61.504047
33 2025-10-31 39.279739 17.506169 60.750149
34 2025-11-30 39.226850 16.278447 60.574707
13:59:04 - cmdstanpy - INFO - Chain [1] start processing 13:59:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 733:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.022341 24.546116 68.866560
31 2025-08-31 47.381187 25.219675 69.535694
32 2025-09-30 47.728458 25.177686 70.180694
33 2025-10-31 48.087304 27.431488 71.664937
34 2025-11-30 48.434575 26.806912 70.087020
13:59:04 - cmdstanpy - INFO - Chain [1] start processing 13:59:04 - cmdstanpy - INFO - Chain [1] done processing 13:59:05 - cmdstanpy - INFO - Chain [1] start processing 13:59:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 734:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.234984 5.581596 54.542546
31 2025-08-31 29.781466 8.425399 52.129839
32 2025-09-30 29.342579 8.295816 52.241608
33 2025-10-31 28.889061 5.714491 52.621834
34 2025-11-30 28.450174 3.611712 51.825561
Forecast for Asia and Product 735:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.752849 18.573790 55.958167
31 2025-08-31 36.573898 18.921330 53.996007
32 2025-09-30 36.400719 17.600130 55.705440
33 2025-10-31 36.221767 17.905661 55.113128
34 2025-11-30 36.048588 16.663284 55.245718
13:59:05 - cmdstanpy - INFO - Chain [1] start processing 13:59:05 - cmdstanpy - INFO - Chain [1] done processing 13:59:05 - cmdstanpy - INFO - Chain [1] start processing 13:59:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 736:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.797425 18.978598 63.480979
31 2025-08-31 40.949104 19.524378 62.406693
32 2025-09-30 41.095890 19.749920 62.409396
33 2025-10-31 41.247569 18.601072 62.027493
34 2025-11-30 41.394355 20.157847 61.849363
Forecast for Asia and Product 737:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.417016 26.275366 68.552690
31 2025-08-31 47.586399 26.482844 68.536900
32 2025-09-30 47.750318 26.444261 68.719868
33 2025-10-31 47.919701 27.302919 69.483729
34 2025-11-30 48.083621 28.120454 68.399583
13:59:05 - cmdstanpy - INFO - Chain [1] start processing 13:59:05 - cmdstanpy - INFO - Chain [1] done processing 13:59:05 - cmdstanpy - INFO - Chain [1] start processing 13:59:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 738:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.206244 21.621351 55.900288
31 2025-08-31 39.065923 22.788051 56.106797
32 2025-09-30 38.930127 22.517999 55.684933
33 2025-10-31 38.789806 22.355195 56.093434
34 2025-11-30 38.654011 21.683586 55.123452
Forecast for Asia and Product 739:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.071380 19.050673 52.976769
31 2025-08-31 35.641303 19.969875 53.037395
32 2025-09-30 35.225099 18.536002 52.357015
33 2025-10-31 34.795021 17.752131 52.071854
34 2025-11-30 34.378817 18.042788 51.603568
13:59:05 - cmdstanpy - INFO - Chain [1] start processing 13:59:06 - cmdstanpy - INFO - Chain [1] done processing 13:59:06 - cmdstanpy - INFO - Chain [1] start processing 13:59:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 740:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.809206 19.751282 61.376933
31 2025-08-31 39.717510 17.527756 61.449307
32 2025-09-30 39.628772 19.099330 62.442599
33 2025-10-31 39.537076 20.126392 61.597860
34 2025-11-30 39.448337 17.743122 60.320950
Forecast for Asia and Product 741:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.426718 18.388468 50.345585
31 2025-08-31 34.297184 18.462194 49.428260
32 2025-09-30 34.171829 17.943314 49.083782
33 2025-10-31 34.042295 18.974750 48.692850
34 2025-11-30 33.916939 18.854722 49.269147
13:59:06 - cmdstanpy - INFO - Chain [1] start processing 13:59:06 - cmdstanpy - INFO - Chain [1] done processing 13:59:06 - cmdstanpy - INFO - Chain [1] start processing 13:59:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 742:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.442771 17.905019 53.175025
31 2025-08-31 35.343134 16.102038 55.132877
32 2025-09-30 35.246710 16.274927 52.662995
33 2025-10-31 35.147072 15.417407 53.713007
34 2025-11-30 35.050648 15.777296 53.546616
Forecast for Asia and Product 743:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.536310 24.121599 65.385635
31 2025-08-31 45.662137 23.672069 65.993053
32 2025-09-30 45.783905 24.904899 67.094328
33 2025-10-31 45.909731 25.852012 67.638516
34 2025-11-30 46.031499 23.606908 66.714584
13:59:06 - cmdstanpy - INFO - Chain [1] start processing 13:59:06 - cmdstanpy - INFO - Chain [1] done processing 13:59:06 - cmdstanpy - INFO - Chain [1] start processing 13:59:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 744:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.301980 16.869122 55.997538
31 2025-08-31 35.826673 16.941219 57.350397
32 2025-09-30 35.366698 17.153107 54.533984
33 2025-10-31 34.891391 13.802928 55.051158
34 2025-11-30 34.431417 15.292897 54.608934
Forecast for Asia and Product 745:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.297529 27.512076 59.189286
31 2025-08-31 43.694539 28.259486 58.533905
32 2025-09-30 44.078742 28.968591 59.413839
33 2025-10-31 44.475751 29.989222 59.953676
34 2025-11-30 44.859954 30.465367 59.986382
13:59:06 - cmdstanpy - INFO - Chain [1] start processing 13:59:07 - cmdstanpy - INFO - Chain [1] done processing 13:59:07 - cmdstanpy - INFO - Chain [1] start processing 13:59:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 746:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.945717 24.612621 68.183095
31 2025-08-31 47.435010 26.642950 69.597794
32 2025-09-30 47.908518 26.096690 69.863588
33 2025-10-31 48.397810 28.333785 71.176393
34 2025-11-30 48.871319 26.676540 71.213644
Forecast for Asia and Product 747:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.533905 22.220948 64.786545
31 2025-08-31 43.724754 23.225355 65.215386
32 2025-09-30 43.909446 23.281101 68.361224
33 2025-10-31 44.100295 22.256279 66.175207
34 2025-11-30 44.284988 22.076059 66.957900
13:59:07 - cmdstanpy - INFO - Chain [1] start processing 13:59:07 - cmdstanpy - INFO - Chain [1] done processing 13:59:07 - cmdstanpy - INFO - Chain [1] start processing 13:59:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 748:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.064603 1.734819 52.458010
31 2025-08-31 26.374006 2.686800 50.778643
32 2025-09-30 25.705687 2.397771 48.765838
33 2025-10-31 25.015090 2.373298 49.145087
34 2025-11-30 24.346770 1.117502 47.643513
Forecast for Asia and Product 749:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.863894 22.324780 57.437419
31 2025-08-31 39.836252 21.961013 58.962912
32 2025-09-30 39.809502 21.113018 57.572415
33 2025-10-31 39.781860 21.229865 57.659922
34 2025-11-30 39.755109 21.404201 57.998441
13:59:07 - cmdstanpy - INFO - Chain [1] start processing 13:59:07 - cmdstanpy - INFO - Chain [1] done processing 13:59:07 - cmdstanpy - INFO - Chain [1] start processing 13:59:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 750:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.416055 21.590591 51.361559
31 2025-08-31 36.368822 21.469761 50.633980
32 2025-09-30 36.323113 21.505553 50.754761
33 2025-10-31 36.275880 21.250397 50.119622
34 2025-11-30 36.230171 22.207870 51.549493
Forecast for Asia and Product 751:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.489362 14.832272 51.715311
31 2025-08-31 33.492481 15.595092 51.493734
32 2025-09-30 33.495500 15.759841 52.136151
33 2025-10-31 33.498620 15.638885 51.325942
34 2025-11-30 33.501639 14.843075 50.744873
13:59:08 - cmdstanpy - INFO - Chain [1] start processing 13:59:08 - cmdstanpy - INFO - Chain [1] done processing 13:59:08 - cmdstanpy - INFO - Chain [1] start processing 13:59:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 752:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.029515 20.043789 60.594787
31 2025-08-31 40.791434 20.875109 59.815559
32 2025-09-30 40.561032 20.349353 60.304368
33 2025-10-31 40.322951 21.340587 58.806631
34 2025-11-30 40.092550 19.538841 59.602757
Forecast for Asia and Product 753:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.163415 0.422012 52.799779
31 2025-08-31 26.491986 -1.040008 51.974494
32 2025-09-30 25.842217 -0.950039 52.948008
33 2025-10-31 25.170789 -1.091358 51.991350
34 2025-11-30 24.521019 -1.610815 51.981586
13:59:08 - cmdstanpy - INFO - Chain [1] start processing 13:59:08 - cmdstanpy - INFO - Chain [1] done processing 13:59:08 - cmdstanpy - INFO - Chain [1] start processing 13:59:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 754:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.000313 30.380020 85.281831
31 2025-08-31 58.522994 33.209415 84.844040
32 2025-09-30 59.028813 32.821990 84.986892
33 2025-10-31 59.551494 31.937308 86.983817
34 2025-11-30 60.057314 34.411869 84.606105
Forecast for Asia and Product 755:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.181783 26.320606 64.818465
31 2025-08-31 45.334666 26.202800 64.883466
32 2025-09-30 45.482618 24.495665 63.628941
33 2025-10-31 45.635501 27.758221 63.193311
34 2025-11-30 45.783452 25.722380 64.766308
13:59:08 - cmdstanpy - INFO - Chain [1] start processing 13:59:08 - cmdstanpy - INFO - Chain [1] done processing 13:59:08 - cmdstanpy - INFO - Chain [1] start processing 13:59:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 756:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.936715 25.979692 60.508381
31 2025-08-31 42.768266 25.488619 59.959080
32 2025-09-30 42.605250 25.148758 59.806927
33 2025-10-31 42.436801 24.562102 59.322906
34 2025-11-30 42.273786 24.025623 60.672392
Forecast for Asia and Product 757:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.948971 21.011348 54.022003
31 2025-08-31 37.816200 20.119386 56.417738
32 2025-09-30 37.687712 21.491151 55.031128
33 2025-10-31 37.554942 22.067511 55.632482
34 2025-11-30 37.426454 18.748967 53.646863
13:59:09 - cmdstanpy - INFO - Chain [1] start processing 13:59:09 - cmdstanpy - INFO - Chain [1] done processing 13:59:09 - cmdstanpy - INFO - Chain [1] start processing 13:59:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 758:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.867388 14.015962 52.474969
31 2025-08-31 32.577996 12.831957 52.503867
32 2025-09-30 32.297938 14.152942 51.816264
33 2025-10-31 32.008546 12.492949 50.475371
34 2025-11-30 31.728489 13.285750 50.618164
Forecast for Asia and Product 759:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.117762 10.607564 43.269565
31 2025-08-31 26.500569 9.151013 42.613789
32 2025-09-30 25.903286 8.404411 42.258686
33 2025-10-31 25.286093 8.829271 40.694518
34 2025-11-30 24.688809 8.430455 42.148782
13:59:09 - cmdstanpy - INFO - Chain [1] start processing 13:59:09 - cmdstanpy - INFO - Chain [1] done processing 13:59:09 - cmdstanpy - INFO - Chain [1] start processing 13:59:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 760:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.561574 18.002134 50.266569
31 2025-08-31 33.235290 17.524910 49.919774
32 2025-09-30 32.919530 15.358320 48.543454
33 2025-10-31 32.593245 17.591919 47.822996
34 2025-11-30 32.277486 16.562310 47.258458
Forecast for Asia and Product 761:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.619591 21.010731 63.497360
31 2025-08-31 42.788276 22.085170 63.298419
32 2025-09-30 42.951519 22.571729 66.252181
33 2025-10-31 43.120204 20.243323 63.978057
34 2025-11-30 43.283448 21.532080 64.035983
13:59:09 - cmdstanpy - INFO - Chain [1] start processing 13:59:09 - cmdstanpy - INFO - Chain [1] done processing 13:59:10 - cmdstanpy - INFO - Chain [1] start processing 13:59:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 762:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.493276 13.243073 49.806228
31 2025-08-31 30.928967 13.568166 49.491593
32 2025-09-30 30.382861 13.030082 48.354068
33 2025-10-31 29.818552 11.530486 48.342556
34 2025-11-30 29.272447 12.252714 47.518630
Forecast for Asia and Product 763:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.274211 19.590999 51.402575
31 2025-08-31 34.919124 18.836054 50.579254
32 2025-09-30 34.575491 18.354730 49.428273
33 2025-10-31 34.220403 17.450085 50.486108
34 2025-11-30 33.876770 17.209465 49.299271
13:59:10 - cmdstanpy - INFO - Chain [1] start processing 13:59:10 - cmdstanpy - INFO - Chain [1] done processing 13:59:10 - cmdstanpy - INFO - Chain [1] start processing 13:59:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 764:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.885377 20.172588 72.981015
31 2025-08-31 46.855858 20.078802 70.956951
32 2025-09-30 46.827290 20.972273 74.632124
33 2025-10-31 46.797771 19.270792 72.728358
34 2025-11-30 46.769203 18.009871 71.226802
Forecast for Asia and Product 765:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.086024 15.112751 56.656804
31 2025-08-31 34.637471 12.782522 57.566456
32 2025-09-30 34.203387 12.471743 56.052253
33 2025-10-31 33.754833 11.853495 55.547595
34 2025-11-30 33.320749 11.859733 55.795425
13:59:10 - cmdstanpy - INFO - Chain [1] start processing 13:59:10 - cmdstanpy - INFO - Chain [1] done processing 13:59:10 - cmdstanpy - INFO - Chain [1] start processing 13:59:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 766:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.681481 15.933466 55.708182
31 2025-08-31 35.397576 15.200964 54.249295
32 2025-09-30 35.122829 15.901060 53.958145
33 2025-10-31 34.838925 14.627816 53.734553
34 2025-11-30 34.564178 15.680729 52.399226
Forecast for Asia and Product 767:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.368102 25.893566 58.521024
31 2025-08-31 42.627065 27.251575 59.191548
32 2025-09-30 42.877674 27.097226 58.384706
33 2025-10-31 43.136636 27.657608 58.489409
34 2025-11-30 43.387245 28.259668 58.796676
13:59:10 - cmdstanpy - INFO - Chain [1] start processing 13:59:11 - cmdstanpy - INFO - Chain [1] done processing 13:59:11 - cmdstanpy - INFO - Chain [1] start processing 13:59:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 768:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.010927 7.530741 50.796042
31 2025-08-31 29.552895 8.125060 52.959148
32 2025-09-30 29.109638 5.481623 51.718385
33 2025-10-31 28.651606 6.612658 50.398172
34 2025-11-30 28.208350 6.636896 50.381713
Forecast for Asia and Product 769:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.816246 22.853206 56.169062
31 2025-08-31 40.090040 23.205835 56.577857
32 2025-09-30 40.355001 23.718758 58.025907
33 2025-10-31 40.628794 22.784405 58.464457
34 2025-11-30 40.893756 23.505132 57.398397
13:59:11 - cmdstanpy - INFO - Chain [1] start processing 13:59:11 - cmdstanpy - INFO - Chain [1] done processing 13:59:11 - cmdstanpy - INFO - Chain [1] start processing 13:59:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 770:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.579817 15.020580 52.732258
31 2025-08-31 33.242317 14.183732 52.201989
32 2025-09-30 32.915704 14.115114 51.951336
33 2025-10-31 32.578204 13.438400 50.669182
34 2025-11-30 32.251591 13.841216 50.328225
Forecast for Asia and Product 771:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.029825 21.247623 55.526373
31 2025-08-31 38.663804 22.631632 56.658212
32 2025-09-30 38.309590 20.801092 54.691479
33 2025-10-31 37.943568 20.838184 55.515399
34 2025-11-30 37.589354 19.273723 54.384598
13:59:11 - cmdstanpy - INFO - Chain [1] start processing 13:59:11 - cmdstanpy - INFO - Chain [1] done processing 13:59:11 - cmdstanpy - INFO - Chain [1] start processing 13:59:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 772:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.672779 15.652636 59.380354
31 2025-08-31 37.733979 17.317434 58.171391
32 2025-09-30 37.793206 17.303889 58.762933
33 2025-10-31 37.854406 16.805589 57.380585
34 2025-11-30 37.913632 17.880297 59.289973
Forecast for Asia and Product 773:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.700241 16.485559 60.578660
31 2025-08-31 37.565635 15.997514 60.064050
32 2025-09-30 37.435373 16.668152 58.873966
33 2025-10-31 37.300767 16.850569 58.094155
34 2025-11-30 37.170505 14.864785 57.401613
13:59:12 - cmdstanpy - INFO - Chain [1] start processing 13:59:12 - cmdstanpy - INFO - Chain [1] done processing 13:59:12 - cmdstanpy - INFO - Chain [1] start processing 13:59:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 774:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.290928 28.233898 72.558196
31 2025-08-31 50.605581 27.080213 72.760007
32 2025-09-30 50.910084 29.265689 73.196403
33 2025-10-31 51.224737 29.640812 73.561867
34 2025-11-30 51.529240 28.980097 72.825237
Forecast for Asia and Product 775:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.007442 17.350491 52.431380
31 2025-08-31 33.777314 16.190860 51.822367
32 2025-09-30 33.554610 14.828968 52.615665
33 2025-10-31 33.324482 16.176877 52.331536
34 2025-11-30 33.101777 14.871800 51.935745
13:59:12 - cmdstanpy - INFO - Chain [1] start processing 13:59:12 - cmdstanpy - INFO - Chain [1] done processing 13:59:12 - cmdstanpy - INFO - Chain [1] start processing 13:59:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 776:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.455329 39.140565 78.378089
31 2025-08-31 59.211359 40.092220 77.080165
32 2025-09-30 59.943000 42.116819 78.810370
33 2025-10-31 60.699030 41.066272 79.796689
34 2025-11-30 61.430671 41.030400 80.912316
Forecast for Asia and Product 777:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.631104 15.990486 45.104935
31 2025-08-31 30.074955 14.764462 45.020329
32 2025-09-30 29.536747 14.070481 45.082622
33 2025-10-31 28.980598 14.897453 44.528885
34 2025-11-30 28.442390 13.853116 43.700985
13:59:12 - cmdstanpy - INFO - Chain [1] start processing 13:59:12 - cmdstanpy - INFO - Chain [1] done processing 13:59:12 - cmdstanpy - INFO - Chain [1] start processing 13:59:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 778:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.308174 18.301122 57.122066
31 2025-08-31 37.188273 17.911380 56.524661
32 2025-09-30 37.072240 18.216440 56.093290
33 2025-10-31 36.952339 18.166542 55.967892
34 2025-11-30 36.836306 16.074467 55.381702
Forecast for Asia and Product 779:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.508307 16.763893 59.582504
31 2025-08-31 38.437881 15.163114 58.768720
32 2025-09-30 38.369727 15.933127 58.709179
33 2025-10-31 38.299301 18.253128 60.102804
34 2025-11-30 38.231147 16.899498 61.824168
13:59:13 - cmdstanpy - INFO - Chain [1] start processing 13:59:13 - cmdstanpy - INFO - Chain [1] done processing 13:59:13 - cmdstanpy - INFO - Chain [1] start processing 13:59:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 780:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.585949 25.718508 57.647659
31 2025-08-31 41.459037 24.962758 56.549973
32 2025-09-30 41.336220 26.072404 56.654612
33 2025-10-31 41.209308 24.750684 56.267766
34 2025-11-30 41.086490 24.910196 56.780801
Forecast for Asia and Product 781:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.889133 19.561133 52.169022
31 2025-08-31 35.661965 20.174860 52.945394
32 2025-09-30 35.442126 18.584673 50.823089
33 2025-10-31 35.214959 18.552049 50.690091
34 2025-11-30 34.995120 20.025207 51.806392
13:59:13 - cmdstanpy - INFO - Chain [1] start processing 13:59:13 - cmdstanpy - INFO - Chain [1] done processing 13:59:13 - cmdstanpy - INFO - Chain [1] start processing 13:59:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 782:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.448527 30.353096 73.115445
31 2025-08-31 51.742904 28.704869 73.759722
32 2025-09-30 52.027785 31.922206 76.353950
33 2025-10-31 52.322162 30.739133 75.144093
34 2025-11-30 52.607043 30.817495 73.928219
Forecast for Asia and Product 783:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.653323 13.289654 47.658057
31 2025-08-31 31.283275 14.318732 47.769138
32 2025-09-30 30.925164 14.312017 47.744629
33 2025-10-31 30.555115 14.141727 48.609938
34 2025-11-30 30.197004 13.744872 47.058875
13:59:13 - cmdstanpy - INFO - Chain [1] start processing 13:59:13 - cmdstanpy - INFO - Chain [1] done processing 13:59:14 - cmdstanpy - INFO - Chain [1] start processing 13:59:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 784:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.727035 39.326862 76.074152
31 2025-08-31 58.712991 41.839954 75.606516
32 2025-09-30 59.667142 42.118367 76.960020
33 2025-10-31 60.653097 42.499129 78.588906
34 2025-11-30 61.607248 43.319592 78.546158
Forecast for Asia and Product 785:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.939598 28.222584 67.704898
31 2025-08-31 48.158091 29.177718 68.464811
32 2025-09-30 48.369537 29.238799 67.570587
33 2025-10-31 48.588030 29.058407 68.284716
34 2025-11-30 48.799476 29.495006 66.962337
13:59:14 - cmdstanpy - INFO - Chain [1] start processing 13:59:14 - cmdstanpy - INFO - Chain [1] done processing 13:59:14 - cmdstanpy - INFO - Chain [1] start processing 13:59:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 786:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.873640 15.758084 58.544764
31 2025-08-31 36.671993 14.315996 59.074226
32 2025-09-30 36.476850 15.986307 58.096637
33 2025-10-31 36.275203 15.376777 56.218135
34 2025-11-30 36.080061 15.198344 56.787519
Forecast for Asia and Product 787:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.965422 12.059039 55.802929
31 2025-08-31 32.351002 10.851151 54.800621
32 2025-09-30 31.756402 12.217479 52.535560
33 2025-10-31 31.141982 11.104427 52.649959
34 2025-11-30 30.547382 9.438638 50.937099
13:59:14 - cmdstanpy - INFO - Chain [1] start processing 13:59:14 - cmdstanpy - INFO - Chain [1] done processing 13:59:14 - cmdstanpy - INFO - Chain [1] start processing 13:59:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 788:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.417508 17.906172 51.721696
31 2025-08-31 34.251248 17.573774 51.113478
32 2025-09-30 34.090350 17.056138 50.685898
33 2025-10-31 33.924090 17.624926 50.723869
34 2025-11-30 33.763193 17.558467 51.362108
Forecast for Asia and Product 789:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.618556 16.714944 49.983736
31 2025-08-31 33.105970 17.142165 50.433122
32 2025-09-30 32.609919 15.945369 49.223875
33 2025-10-31 32.097334 14.009556 48.932223
34 2025-11-30 31.601283 14.014130 48.563914
13:59:14 - cmdstanpy - INFO - Chain [1] start processing 13:59:15 - cmdstanpy - INFO - Chain [1] done processing 13:59:15 - cmdstanpy - INFO - Chain [1] start processing 13:59:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 790:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.166555 19.534334 53.034857
31 2025-08-31 36.010808 17.893144 54.124468
32 2025-09-30 35.860085 18.335193 52.131972
33 2025-10-31 35.704338 20.485515 52.899730
34 2025-11-30 35.553615 18.547468 54.119555
Forecast for Asia and Product 791:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.110962 23.678596 60.094072
31 2025-08-31 41.198016 22.076709 60.856643
32 2025-09-30 41.282262 21.118603 60.696883
33 2025-10-31 41.369316 22.763964 61.221647
34 2025-11-30 41.453562 23.225233 60.812586
13:59:15 - cmdstanpy - INFO - Chain [1] start processing 13:59:15 - cmdstanpy - INFO - Chain [1] done processing 13:59:15 - cmdstanpy - INFO - Chain [1] start processing 13:59:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 792:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.090251 16.389579 54.230989
31 2025-08-31 34.945139 14.977752 53.028143
32 2025-09-30 34.804708 16.259055 53.789681
33 2025-10-31 34.659595 16.039815 54.905053
34 2025-11-30 34.519164 14.766487 53.632472
Forecast for Asia and Product 793:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.578810 10.544474 44.156884
31 2025-08-31 27.207911 10.522412 43.533850
32 2025-09-30 26.848977 8.891583 43.508467
33 2025-10-31 26.478078 9.506728 44.354793
34 2025-11-30 26.119143 8.445829 42.744004
13:59:15 - cmdstanpy - INFO - Chain [1] start processing 13:59:15 - cmdstanpy - INFO - Chain [1] done processing 13:59:15 - cmdstanpy - INFO - Chain [1] start processing 13:59:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 794:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.256303 32.107397 66.508311
31 2025-08-31 49.463595 32.253723 67.053942
32 2025-09-30 49.664200 31.487649 65.543220
33 2025-10-31 49.871492 32.653572 66.873345
34 2025-11-30 50.072097 32.624259 67.229414
Forecast for Asia and Product 795:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.512767 17.017870 52.302934
31 2025-08-31 34.977940 16.707660 53.347448
32 2025-09-30 34.460366 17.781161 51.032694
33 2025-10-31 33.925540 18.218032 51.171969
34 2025-11-30 33.407966 15.715766 50.256604
13:59:16 - cmdstanpy - INFO - Chain [1] start processing 13:59:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 796:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.088018 30.624158 72.447491
31 2025-08-31 52.627725 32.220347 74.809338
32 2025-09-30 53.150022 31.820323 72.316810
33 2025-10-31 53.689729 32.599859 74.853799
34 2025-11-30 54.212026 33.736374 74.405917
13:59:16 - cmdstanpy - INFO - Chain [1] start processing 13:59:16 - cmdstanpy - INFO - Chain [1] done processing 13:59:16 - cmdstanpy - INFO - Chain [1] start processing 13:59:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 797:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.291675 8.148812 40.794545
31 2025-08-31 23.748154 7.737464 40.017090
32 2025-09-30 23.222166 6.084187 38.637347
33 2025-10-31 22.678646 6.347747 38.289013
34 2025-11-30 22.152658 6.138899 38.008300
Forecast for Asia and Product 798:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.776226 3.148914 44.122126
31 2025-08-31 23.023351 5.181259 42.806809
32 2025-09-30 22.294764 2.932438 42.436507
33 2025-10-31 21.541889 3.259089 40.763103
34 2025-11-30 20.813301 0.214263 39.918923
13:59:16 - cmdstanpy - INFO - Chain [1] start processing 13:59:16 - cmdstanpy - INFO - Chain [1] done processing 13:59:16 - cmdstanpy - INFO - Chain [1] start processing 13:59:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 799:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.865331 20.772031 62.563496
31 2025-08-31 41.725355 21.111083 62.625726
32 2025-09-30 41.589894 22.242445 62.347227
33 2025-10-31 41.449918 21.043465 62.780725
34 2025-11-30 41.314457 19.835891 61.163646
Forecast for Asia and Product 800:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.826387 26.213983 58.334232
31 2025-08-31 43.201787 27.093107 59.817830
32 2025-09-30 43.565077 26.317401 61.024137
33 2025-10-31 43.940477 26.948521 60.416909
34 2025-11-30 44.303767 27.134716 62.687960
13:59:17 - cmdstanpy - INFO - Chain [1] start processing 13:59:17 - cmdstanpy - INFO - Chain [1] done processing 13:59:17 - cmdstanpy - INFO - Chain [1] start processing 13:59:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 801:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.334465 18.646333 53.035683
31 2025-08-31 36.078369 19.412985 53.061745
32 2025-09-30 35.830535 20.218749 52.393280
33 2025-10-31 35.574439 18.969557 53.298080
34 2025-11-30 35.326605 18.843741 52.233875
Forecast for Asia and Product 802:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.014041 21.282667 49.839891
31 2025-08-31 34.957883 20.599443 48.736615
32 2025-09-30 34.903536 20.613745 49.826753
33 2025-10-31 34.847377 20.436793 48.697698
34 2025-11-30 34.793030 19.488356 48.733977
13:59:17 - cmdstanpy - INFO - Chain [1] start processing 13:59:17 - cmdstanpy - INFO - Chain [1] done processing 13:59:17 - cmdstanpy - INFO - Chain [1] start processing 13:59:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 803:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.854824 33.777617 72.324139
31 2025-08-31 54.452287 35.381761 75.527623
32 2025-09-30 55.030478 36.175032 73.993263
33 2025-10-31 55.627941 34.812177 75.488571
34 2025-11-30 56.206132 37.026075 76.344765
Forecast for Asia and Product 804:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.627394 7.887988 54.903437
31 2025-08-31 31.297396 7.089207 55.816955
32 2025-09-30 30.978043 8.471421 55.998906
33 2025-10-31 30.648045 7.067557 54.565438
34 2025-11-30 30.328692 6.762049 53.589537
13:59:17 - cmdstanpy - INFO - Chain [1] start processing 13:59:17 - cmdstanpy - INFO - Chain [1] done processing 13:59:17 - cmdstanpy - INFO - Chain [1] start processing 13:59:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 805:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.485220 27.058408 61.930035
31 2025-08-31 44.744535 27.632184 62.208405
32 2025-09-30 44.995484 27.432933 62.854138
33 2025-10-31 45.254799 27.436963 63.319980
34 2025-11-30 45.505748 27.801964 62.751917
Forecast for Asia and Product 806:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.738453 28.494088 77.152260
31 2025-08-31 54.307965 29.892471 78.436186
32 2025-09-30 54.859105 27.497404 79.480117
33 2025-10-31 55.428617 31.282268 81.345690
34 2025-11-30 55.979758 31.751508 81.544576
13:59:18 - cmdstanpy - INFO - Chain [1] start processing 13:59:18 - cmdstanpy - INFO - Chain [1] done processing 13:59:18 - cmdstanpy - INFO - Chain [1] start processing 13:59:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 807:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.343792 10.272257 47.308971
31 2025-08-31 27.708035 6.626339 46.577860
32 2025-09-30 27.092787 7.674106 46.280752
33 2025-10-31 26.457030 6.955144 44.094227
34 2025-11-30 25.841781 6.887573 44.300730
Forecast for Asia and Product 808:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.170632 10.627251 46.395259
31 2025-08-31 27.938773 9.468999 44.800037
32 2025-09-30 27.714393 8.570973 46.331015
33 2025-10-31 27.482534 9.607087 46.343081
34 2025-11-30 27.258154 10.522505 45.307812
13:59:18 - cmdstanpy - INFO - Chain [1] start processing 13:59:18 - cmdstanpy - INFO - Chain [1] done processing 13:59:18 - cmdstanpy - INFO - Chain [1] start processing 13:59:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 809:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.210845 11.563721 63.024908
31 2025-08-31 37.082558 11.473168 64.808679
32 2025-09-30 36.958410 9.954096 62.687276
33 2025-10-31 36.830123 9.616655 61.967797
34 2025-11-30 36.705974 9.309893 61.716195
Forecast for Asia and Product 810:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.823978 21.954166 57.291531
31 2025-08-31 38.944372 22.209437 56.131057
32 2025-09-30 39.060882 23.581499 55.854064
33 2025-10-31 39.181276 22.008722 56.825198
34 2025-11-30 39.297786 22.172172 55.972156
13:59:18 - cmdstanpy - INFO - Chain [1] start processing 13:59:18 - cmdstanpy - INFO - Chain [1] done processing 13:59:19 - cmdstanpy - INFO - Chain [1] start processing 13:59:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 811:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.238766 16.728977 51.544657
31 2025-08-31 34.025876 15.198205 52.985213
32 2025-09-30 33.819853 15.061482 51.096266
33 2025-10-31 33.606963 16.689952 52.253634
34 2025-11-30 33.400940 15.619188 51.083676
Forecast for Asia and Product 812:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.064895 21.358519 63.286923
31 2025-08-31 42.255387 20.891974 63.347545
32 2025-09-30 42.439735 20.518603 63.113092
33 2025-10-31 42.630227 20.675815 65.783202
34 2025-11-30 42.814574 20.514525 64.006710
13:59:19 - cmdstanpy - INFO - Chain [1] start processing 13:59:19 - cmdstanpy - INFO - Chain [1] done processing 13:59:19 - cmdstanpy - INFO - Chain [1] start processing 13:59:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 813:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.093717 27.392715 65.490570
31 2025-08-31 46.507745 27.771628 66.223663
32 2025-09-30 46.908418 27.712404 65.728194
33 2025-10-31 47.322446 29.017994 66.055664
34 2025-11-30 47.723119 28.938480 66.504905
Forecast for Asia and Product 814:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.114771 24.314888 69.108667
31 2025-08-31 47.406605 25.558005 68.955890
32 2025-09-30 47.689025 26.077433 69.515969
33 2025-10-31 47.980859 25.821805 67.875585
34 2025-11-30 48.263279 26.616140 70.785019
13:59:19 - cmdstanpy - INFO - Chain [1] start processing 13:59:19 - cmdstanpy - INFO - Chain [1] done processing 13:59:19 - cmdstanpy - INFO - Chain [1] start processing 13:59:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 815:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.063009 34.883247 77.237819
31 2025-08-31 56.766849 35.912302 77.503258
32 2025-09-30 57.447984 35.505848 78.159815
33 2025-10-31 58.151824 36.899772 79.126878
34 2025-11-30 58.832960 37.547341 79.365979
Forecast for Asia and Product 816:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.651023 20.671814 57.389061
31 2025-08-31 38.637694 19.312341 58.368309
32 2025-09-30 38.624796 18.830801 57.718658
33 2025-10-31 38.611467 18.979161 57.540865
34 2025-11-30 38.598568 18.713840 59.558868
13:59:19 - cmdstanpy - INFO - Chain [1] start processing 13:59:20 - cmdstanpy - INFO - Chain [1] done processing 13:59:20 - cmdstanpy - INFO - Chain [1] start processing 13:59:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 817:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.021622 27.120392 63.658558
31 2025-08-31 45.824835 27.702850 64.270501
32 2025-09-30 45.634397 27.451948 63.461833
33 2025-10-31 45.437610 27.731231 62.786593
34 2025-11-30 45.247171 27.153001 64.004236
Forecast for Asia and Product 818:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.458375 20.533494 59.544358
31 2025-08-31 40.459810 20.270857 60.581071
32 2025-09-30 40.461199 19.313894 60.712946
33 2025-10-31 40.462634 20.418498 58.836852
34 2025-11-30 40.464023 19.985972 60.166834
13:59:20 - cmdstanpy - INFO - Chain [1] start processing 13:59:20 - cmdstanpy - INFO - Chain [1] done processing 13:59:20 - cmdstanpy - INFO - Chain [1] start processing 13:59:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 819:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.043230 37.767056 80.881217
31 2025-08-31 59.845015 36.379914 79.747240
32 2025-09-30 60.620937 37.751765 80.915078
33 2025-10-31 61.422722 39.561259 82.018318
34 2025-11-30 62.198643 42.239347 82.265552
Forecast for Asia and Product 820:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.574881 12.376316 45.372630
31 2025-08-31 28.083241 10.523436 45.101162
32 2025-09-30 27.607461 10.265930 44.644148
33 2025-10-31 27.115821 10.442360 44.862170
34 2025-11-30 26.640040 9.573102 43.393876
13:59:20 - cmdstanpy - INFO - Chain [1] start processing 13:59:20 - cmdstanpy - INFO - Chain [1] done processing 13:59:20 - cmdstanpy - INFO - Chain [1] start processing 13:59:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 821:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.989830 27.544066 56.114206
31 2025-08-31 41.977284 27.375458 56.259000
32 2025-09-30 41.965143 27.062082 56.390140
33 2025-10-31 41.952598 27.631760 57.199202
34 2025-11-30 41.940457 28.399647 56.792464
13:59:21 - cmdstanpy - INFO - Chain [1] start processing 13:59:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 822:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.930369 9.491320 56.707743
31 2025-08-31 33.364742 11.565508 55.269075
32 2025-09-30 32.817361 9.198383 55.724126
33 2025-10-31 32.251734 9.165504 54.624173
34 2025-11-30 31.704353 9.677716 55.274644
Forecast for Asia and Product 823:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.177347 21.445539 60.278529
31 2025-08-31 41.233586 22.878757 59.855010
32 2025-09-30 41.288011 23.530210 59.703668
33 2025-10-31 41.344249 22.146937 59.737151
34 2025-11-30 41.398674 22.959618 59.933857
13:59:21 - cmdstanpy - INFO - Chain [1] start processing 13:59:21 - cmdstanpy - INFO - Chain [1] done processing 13:59:21 - cmdstanpy - INFO - Chain [1] start processing 13:59:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 824:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.578893 25.495662 69.589670
31 2025-08-31 48.008588 27.454549 69.980016
32 2025-09-30 48.424423 26.954672 70.558313
33 2025-10-31 48.854118 26.932360 70.103869
34 2025-11-30 49.269953 27.313677 72.005509
Forecast for Asia and Product 825:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.052632 25.872179 72.340079
31 2025-08-31 49.233569 28.002103 71.074916
32 2025-09-30 49.408669 26.205522 71.452377
33 2025-10-31 49.589605 27.562947 72.300990
34 2025-11-30 49.764705 27.039760 72.335131
13:59:21 - cmdstanpy - INFO - Chain [1] start processing 13:59:21 - cmdstanpy - INFO - Chain [1] done processing 13:59:21 - cmdstanpy - INFO - Chain [1] start processing 13:59:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 826:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.346704 8.645788 46.321199
31 2025-08-31 26.855216 7.604149 45.645509
32 2025-09-30 26.379584 7.664130 44.974055
33 2025-10-31 25.888097 7.062625 43.902335
34 2025-11-30 25.412464 6.295497 43.564671
Forecast for Asia and Product 827:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.281624 27.915004 58.420692
31 2025-08-31 43.539059 28.094540 58.353027
32 2025-09-30 43.788190 28.065534 58.282357
33 2025-10-31 44.045625 30.188048 59.714939
34 2025-11-30 44.294756 28.133287 59.696621
13:59:21 - cmdstanpy - INFO - Chain [1] start processing 13:59:22 - cmdstanpy - INFO - Chain [1] done processing 13:59:22 - cmdstanpy - INFO - Chain [1] start processing 13:59:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 828:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.500363 23.574731 59.041777
31 2025-08-31 41.343045 23.687390 58.618784
32 2025-09-30 41.190802 22.230370 58.945868
33 2025-10-31 41.033485 22.793101 58.161582
34 2025-11-30 40.881242 24.443736 58.873045
Forecast for Asia and Product 829:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.465329 9.384571 63.348514
31 2025-08-31 37.360689 12.807472 61.641781
32 2025-09-30 37.259425 10.755103 62.962843
33 2025-10-31 37.154785 11.290964 61.400341
34 2025-11-30 37.053521 10.192277 61.543581
13:59:22 - cmdstanpy - INFO - Chain [1] start processing 13:59:22 - cmdstanpy - INFO - Chain [1] done processing 13:59:22 - cmdstanpy - INFO - Chain [1] start processing 13:59:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 830:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.888569 11.489923 50.384016
31 2025-08-31 30.497191 9.375853 49.759360
32 2025-09-30 30.118439 10.438167 51.772915
33 2025-10-31 29.727062 10.834265 50.214732
34 2025-11-30 29.348310 7.845882 48.507537
Forecast for Asia and Product 831:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.900514 5.020842 46.359877
31 2025-08-31 25.105274 2.926073 47.288350
32 2025-09-30 24.335687 2.664395 47.689165
33 2025-10-31 23.540448 0.058653 44.423813
34 2025-11-30 22.770861 -1.162326 45.557321
13:59:22 - cmdstanpy - INFO - Chain [1] start processing 13:59:22 - cmdstanpy - INFO - Chain [1] done processing 13:59:22 - cmdstanpy - INFO - Chain [1] start processing 13:59:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 832:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.466322 7.519172 46.298952
31 2025-08-31 25.773823 6.074661 44.905871
32 2025-09-30 25.103663 5.459882 46.265943
33 2025-10-31 24.411165 5.215785 43.082715
34 2025-11-30 23.741005 5.079484 43.627159
Forecast for Asia and Product 833:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.258789 28.362412 68.829444
31 2025-08-31 49.545988 29.743068 70.164246
32 2025-09-30 49.823922 29.422769 70.551659
33 2025-10-31 50.111121 30.055027 70.963403
34 2025-11-30 50.389055 30.287803 69.847222
13:59:23 - cmdstanpy - INFO - Chain [1] start processing 13:59:23 - cmdstanpy - INFO - Chain [1] done processing 13:59:23 - cmdstanpy - INFO - Chain [1] start processing 13:59:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 834:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.427401 -1.768495 42.148888
31 2025-08-31 18.345909 -3.990032 38.823109
32 2025-09-30 17.299304 -3.356160 40.102899
33 2025-10-31 16.217812 -6.535238 37.697993
34 2025-11-30 15.171206 -5.872400 35.758335
Forecast for Asia and Product 835:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.188523 9.753341 53.044525
31 2025-08-31 31.496123 8.615383 54.940138
32 2025-09-30 30.826060 8.398294 53.585289
33 2025-10-31 30.133660 9.272475 50.799352
34 2025-11-30 29.463596 6.292225 52.267397
13:59:23 - cmdstanpy - INFO - Chain [1] start processing 13:59:23 - cmdstanpy - INFO - Chain [1] done processing 13:59:23 - cmdstanpy - INFO - Chain [1] start processing 13:59:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 836:
ds yhat yhat_lower yhat_upper
30 2025-07-31 16.054674 2.342879 28.792933
31 2025-08-31 14.880700 1.367565 28.038825
32 2025-09-30 13.744596 0.526475 27.792754
33 2025-10-31 12.570622 -1.594770 26.703101
34 2025-11-30 11.434519 -1.533487 25.484662
Forecast for Asia and Product 837:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.912257 8.834785 49.662353
31 2025-08-31 29.159742 9.758135 49.976092
32 2025-09-30 28.431502 7.195072 47.723611
33 2025-10-31 27.678988 7.854849 47.212892
34 2025-11-30 26.950748 6.248276 47.459000
13:59:23 - cmdstanpy - INFO - Chain [1] start processing 13:59:23 - cmdstanpy - INFO - Chain [1] done processing 13:59:23 - cmdstanpy - INFO - Chain [1] start processing 13:59:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 838:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.204396 7.041247 47.421533
31 2025-08-31 25.266985 4.088683 45.065863
32 2025-09-30 24.359814 3.185611 45.237641
33 2025-10-31 23.422403 3.503027 44.563489
34 2025-11-30 22.515232 1.505626 43.179561
Forecast for Asia and Product 839:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.821503 12.150721 68.964786
31 2025-08-31 40.970848 14.664631 69.462748
32 2025-09-30 41.115376 14.345825 68.913736
33 2025-10-31 41.264721 10.943946 68.580247
34 2025-11-30 41.409249 14.554013 70.306899
13:59:24 - cmdstanpy - INFO - Chain [1] start processing 13:59:24 - cmdstanpy - INFO - Chain [1] done processing 13:59:24 - cmdstanpy - INFO - Chain [1] start processing 13:59:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 840:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.733595 15.798952 52.369489
31 2025-08-31 33.410883 14.626767 51.128264
32 2025-09-30 33.098581 15.490128 51.631780
33 2025-10-31 32.775869 13.689153 50.193730
34 2025-11-30 32.463567 13.777473 49.918274
Forecast for Asia and Product 841:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.245259 17.240271 49.862308
31 2025-08-31 31.822748 16.778378 46.888338
32 2025-09-30 31.413866 16.133386 46.664046
33 2025-10-31 30.991355 13.949024 47.048938
34 2025-11-30 30.582474 15.607313 46.021974
13:59:24 - cmdstanpy - INFO - Chain [1] start processing 13:59:24 - cmdstanpy - INFO - Chain [1] done processing 13:59:24 - cmdstanpy - INFO - Chain [1] start processing 13:59:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 842:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.277590 25.337170 56.550105
31 2025-08-31 41.363572 25.814303 57.958058
32 2025-09-30 41.446781 26.297227 56.526672
33 2025-10-31 41.532763 25.561359 57.379580
34 2025-11-30 41.615971 25.431268 57.253132
Forecast for Asia and Product 843:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.254766 17.337722 51.366967
31 2025-08-31 35.152042 17.165968 51.414231
32 2025-09-30 35.052631 18.351434 52.676038
33 2025-10-31 34.949907 17.993895 51.910284
34 2025-11-30 34.850496 17.542329 51.683958
13:59:24 - cmdstanpy - INFO - Chain [1] start processing 13:59:24 - cmdstanpy - INFO - Chain [1] done processing 13:59:25 - cmdstanpy - INFO - Chain [1] start processing 13:59:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 844:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.740536 19.971984 59.857594
31 2025-08-31 39.618126 20.406327 59.105635
32 2025-09-30 39.499665 20.601683 60.955745
33 2025-10-31 39.377255 18.125729 60.647160
34 2025-11-30 39.258795 19.100580 60.252868
Forecast for Asia and Product 845:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.118932 16.022339 52.955626
31 2025-08-31 34.042410 15.146469 51.630275
32 2025-09-30 33.968357 15.154086 52.263909
33 2025-10-31 33.891835 16.870781 52.898564
34 2025-11-30 33.817781 14.134560 52.122089
13:59:25 - cmdstanpy - INFO - Chain [1] start processing 13:59:25 - cmdstanpy - INFO - Chain [1] done processing 13:59:25 - cmdstanpy - INFO - Chain [1] start processing 13:59:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 846:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.877600 18.167112 56.928416
31 2025-08-31 36.823143 17.342561 55.693271
32 2025-09-30 36.770443 17.727069 58.121929
33 2025-10-31 36.715987 16.455914 56.474714
34 2025-11-30 36.663287 16.648786 55.412169
Forecast for Asia and Product 847:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.102316 14.043284 39.947263
31 2025-08-31 26.465892 12.965796 39.626252
32 2025-09-30 25.849998 12.960443 38.664042
33 2025-10-31 25.213575 12.533092 37.769529
34 2025-11-30 24.597681 11.800076 36.832597
13:59:25 - cmdstanpy - INFO - Chain [1] start processing 13:59:25 - cmdstanpy - INFO - Chain [1] done processing 13:59:25 - cmdstanpy - INFO - Chain [1] start processing 13:59:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 848:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.187477 40.362242 73.396323
31 2025-08-31 57.874181 41.626360 74.694098
32 2025-09-30 58.538733 42.428514 74.515706
33 2025-10-31 59.225438 42.913606 75.865820
34 2025-11-30 59.889990 43.994367 76.722337
Forecast for Asia and Product 849:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.269141 19.766623 58.656229
31 2025-08-31 38.997752 20.028091 58.926718
32 2025-09-30 38.735117 18.529447 58.123841
33 2025-10-31 38.463727 19.488569 57.583951
34 2025-11-30 38.201092 19.895535 57.017664
13:59:25 - cmdstanpy - INFO - Chain [1] start processing 13:59:26 - cmdstanpy - INFO - Chain [1] done processing 13:59:26 - cmdstanpy - INFO - Chain [1] start processing 13:59:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 850:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.358920 4.802942 36.812268
31 2025-08-31 19.643419 4.207766 35.567657
32 2025-09-30 18.950998 3.847867 34.776642
33 2025-10-31 18.235496 2.499932 34.375026
34 2025-11-30 17.543075 2.303591 33.441991
Forecast for Asia and Product 851:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.149083 22.032592 62.071993
31 2025-08-31 42.367209 21.999682 62.580423
32 2025-09-30 42.578298 21.445082 62.276486
33 2025-10-31 42.796424 21.194327 65.275517
34 2025-11-30 43.007514 24.055367 63.168130
13:59:26 - cmdstanpy - INFO - Chain [1] start processing 13:59:26 - cmdstanpy - INFO - Chain [1] done processing 13:59:26 - cmdstanpy - INFO - Chain [1] start processing 13:59:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 852:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.203866 28.922403 72.152388
31 2025-08-31 51.862360 30.987862 71.968215
32 2025-09-30 52.499611 31.951478 74.027511
33 2025-10-31 53.158105 31.315635 74.260400
34 2025-11-30 53.795356 33.560623 75.329363
Forecast for Asia and Product 853:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.612653 18.059323 54.228322
31 2025-08-31 35.537332 17.488388 53.048676
32 2025-09-30 35.464441 17.290783 53.058385
33 2025-10-31 35.389120 17.329426 53.622079
34 2025-11-30 35.316229 17.069262 54.327458
13:59:26 - cmdstanpy - INFO - Chain [1] start processing 13:59:26 - cmdstanpy - INFO - Chain [1] done processing 13:59:26 - cmdstanpy - INFO - Chain [1] start processing 13:59:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 854:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.057018 37.665123 67.625410
31 2025-08-31 53.618028 39.275032 69.297938
32 2025-09-30 54.160941 39.329851 68.691184
33 2025-10-31 54.721952 39.525074 69.856186
34 2025-11-30 55.264865 39.987269 71.142147
13:59:27 - cmdstanpy - INFO - Chain [1] start processing 13:59:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 855:
ds yhat yhat_lower yhat_upper
29 2025-07-31 38.629962 18.580455 59.197832
30 2025-08-31 38.404408 17.369203 59.477122
31 2025-09-30 38.186129 16.663019 58.976307
32 2025-10-31 37.960575 16.989855 58.579401
33 2025-11-30 37.742297 17.479679 59.700853
Forecast for Asia and Product 856:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.412483 35.941632 63.556291
31 2025-08-31 50.218048 36.330653 63.046492
32 2025-09-30 50.997628 36.389383 65.354190
33 2025-10-31 51.803194 38.140556 66.033434
34 2025-11-30 52.582774 37.955152 65.693579
13:59:27 - cmdstanpy - INFO - Chain [1] start processing 13:59:27 - cmdstanpy - INFO - Chain [1] done processing 13:59:27 - cmdstanpy - INFO - Chain [1] start processing 13:59:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 857:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.518430 33.817185 71.846456
31 2025-08-31 52.928019 33.662676 72.358690
32 2025-09-30 53.324396 33.598437 74.160580
33 2025-10-31 53.733986 33.966939 72.948313
34 2025-11-30 54.130363 34.668729 73.726165
Forecast for Asia and Product 858:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.627486 26.794867 67.423722
31 2025-08-31 47.044030 27.908948 67.142794
32 2025-09-30 47.447137 27.904158 68.994418
33 2025-10-31 47.863681 28.039831 67.024216
34 2025-11-30 48.266788 27.561368 67.565543
13:59:27 - cmdstanpy - INFO - Chain [1] start processing 13:59:27 - cmdstanpy - INFO - Chain [1] done processing 13:59:27 - cmdstanpy - INFO - Chain [1] start processing 13:59:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 859:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.756348 28.752750 60.189355
31 2025-08-31 44.776183 27.990295 60.296103
32 2025-09-30 44.795379 28.767754 60.060446
33 2025-10-31 44.815215 28.530440 62.211836
34 2025-11-30 44.834411 28.926450 60.989840
Forecast for Asia and Product 860:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.917075 13.269253 58.830190
31 2025-08-31 35.989839 15.327609 59.215394
32 2025-09-30 36.060256 14.501158 56.720173
33 2025-10-31 36.133020 13.599290 57.838706
34 2025-11-30 36.203437 13.280296 59.169301
13:59:27 - cmdstanpy - INFO - Chain [1] start processing 13:59:28 - cmdstanpy - INFO - Chain [1] done processing 13:59:28 - cmdstanpy - INFO - Chain [1] start processing 13:59:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 861:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.234594 31.522422 64.616764
31 2025-08-31 48.609847 30.820001 65.472205
32 2025-09-30 48.972994 32.957563 66.049932
33 2025-10-31 49.348246 32.561121 65.341105
34 2025-11-30 49.711394 33.064589 67.595895
Forecast for Asia and Product 862:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.541463 20.179439 57.998749
31 2025-08-31 38.633952 21.685353 57.636423
32 2025-09-30 38.723458 19.631464 55.575395
33 2025-10-31 38.815948 19.398253 55.895495
34 2025-11-30 38.905454 21.005538 57.511753
13:59:28 - cmdstanpy - INFO - Chain [1] start processing 13:59:28 - cmdstanpy - INFO - Chain [1] done processing 13:59:28 - cmdstanpy - INFO - Chain [1] start processing 13:59:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 863:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.786319 27.881182 72.695263
31 2025-08-31 51.313878 26.915048 76.101856
32 2025-09-30 51.824419 28.633735 74.872584
33 2025-10-31 52.351978 27.050157 76.715015
34 2025-11-30 52.862519 26.622751 76.148134
Forecast for Asia and Product 864:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.081108 5.279997 45.436340
31 2025-08-31 24.295658 3.502177 43.199994
32 2025-09-30 23.535544 1.841084 43.219938
33 2025-10-31 22.750094 2.762909 43.147129
34 2025-11-30 21.989981 2.291559 42.614560
13:59:28 - cmdstanpy - INFO - Chain [1] start processing 13:59:28 - cmdstanpy - INFO - Chain [1] done processing 13:59:28 - cmdstanpy - INFO - Chain [1] start processing 13:59:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 865:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.381089 17.393151 48.788196
31 2025-08-31 31.899989 15.653427 47.964269
32 2025-09-30 31.434407 14.596944 47.719193
33 2025-10-31 30.953307 14.211867 48.925298
34 2025-11-30 30.487726 13.705622 47.866155
Forecast for Asia and Product 866:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.378231 11.238080 52.458748
31 2025-08-31 33.013280 12.139316 52.855384
32 2025-09-30 32.660102 13.133865 52.781636
33 2025-10-31 32.295152 11.082430 53.406420
34 2025-11-30 31.941974 10.925983 50.827471
13:59:29 - cmdstanpy - INFO - Chain [1] start processing 13:59:29 - cmdstanpy - INFO - Chain [1] done processing 13:59:29 - cmdstanpy - INFO - Chain [1] start processing 13:59:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 867:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.236733 23.211202 72.503940
31 2025-08-31 48.606477 24.933164 73.637068
32 2025-09-30 48.964294 25.644425 73.853626
33 2025-10-31 49.334038 24.234401 72.566647
34 2025-11-30 49.691854 25.260464 73.022119
Forecast for Asia and Product 868:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.995045 23.136888 53.823189
31 2025-08-31 37.717648 24.334255 53.938986
32 2025-09-30 37.449199 22.433125 51.421891
33 2025-10-31 37.171801 22.638108 52.640089
34 2025-11-30 36.903352 22.580089 53.279611
13:59:29 - cmdstanpy - INFO - Chain [1] start processing 13:59:29 - cmdstanpy - INFO - Chain [1] done processing 13:59:29 - cmdstanpy - INFO - Chain [1] start processing 13:59:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 869:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.180951 38.292433 66.133204
31 2025-08-31 52.834317 39.358931 66.710799
32 2025-09-30 53.466608 39.874013 67.743186
33 2025-10-31 54.119974 41.455863 67.460517
34 2025-11-30 54.752264 41.562445 68.684996
Forecast for Asia and Product 870:
ds yhat yhat_lower yhat_upper
30 2025-07-31 61.713227 40.682499 84.636639
31 2025-08-31 62.563208 40.870278 85.794188
32 2025-09-30 63.385769 40.658785 87.375325
33 2025-10-31 64.235749 41.691717 86.563917
34 2025-11-30 65.058311 44.734329 87.785686
13:59:29 - cmdstanpy - INFO - Chain [1] start processing 13:59:29 - cmdstanpy - INFO - Chain [1] done processing 13:59:30 - cmdstanpy - INFO - Chain [1] start processing 13:59:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 871:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.414801 23.364831 63.141076
31 2025-08-31 43.377179 23.034744 64.402386
32 2025-09-30 43.340771 24.703693 62.870823
33 2025-10-31 43.303149 23.574501 65.100290
34 2025-11-30 43.266740 23.117420 62.896810
Forecast for Asia and Product 872:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.164103 20.468291 67.578871
31 2025-08-31 42.397839 18.645857 66.566505
32 2025-09-30 42.624036 19.051873 67.119949
33 2025-10-31 42.857772 19.962656 64.939092
34 2025-11-30 43.083969 19.662913 66.677791
13:59:30 - cmdstanpy - INFO - Chain [1] start processing 13:59:30 - cmdstanpy - INFO - Chain [1] done processing 13:59:30 - cmdstanpy - INFO - Chain [1] start processing 13:59:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 873:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.521416 22.779148 58.547478
31 2025-08-31 40.371751 23.059800 58.761852
32 2025-09-30 40.226913 22.743582 57.970275
33 2025-10-31 40.077248 22.861094 57.622626
34 2025-11-30 39.932411 21.699592 55.715633
Forecast for Asia and Product 874:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.991584 26.595240 61.543187
31 2025-08-31 44.034334 26.388369 62.135693
32 2025-09-30 44.075705 25.938555 62.514231
33 2025-10-31 44.118455 27.041162 61.878181
34 2025-11-30 44.159825 27.071722 61.620913
13:59:30 - cmdstanpy - INFO - Chain [1] start processing 13:59:30 - cmdstanpy - INFO - Chain [1] done processing 13:59:30 - cmdstanpy - INFO - Chain [1] start processing 13:59:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 875:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.417507 19.052067 44.801359
31 2025-08-31 31.344432 18.337410 43.549478
32 2025-09-30 31.273714 18.982168 44.352106
33 2025-10-31 31.200640 17.417543 43.667302
34 2025-11-30 31.129922 18.271390 43.463143
Forecast for Asia and Product 876:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.457807 22.210954 63.246289
31 2025-08-31 43.676537 22.709696 64.045944
32 2025-09-30 43.888211 23.112050 64.109780
33 2025-10-31 44.106941 24.121102 63.103009
34 2025-11-30 44.318615 24.478261 64.214779
13:59:30 - cmdstanpy - INFO - Chain [1] start processing 13:59:31 - cmdstanpy - INFO - Chain [1] done processing 13:59:31 - cmdstanpy - INFO - Chain [1] start processing 13:59:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 877:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.884698 12.338720 61.891346
31 2025-08-31 37.785075 15.395719 62.792594
32 2025-09-30 37.688666 12.138207 60.015950
33 2025-10-31 37.589043 14.299373 59.580078
34 2025-11-30 37.492634 13.555304 62.769232
Forecast for Asia and Product 878:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.711329 20.893184 59.444873
31 2025-08-31 39.624545 18.383479 60.886850
32 2025-09-30 39.540561 19.766402 58.217414
33 2025-10-31 39.453777 20.263310 58.188688
34 2025-11-30 39.369793 17.902696 58.018430
13:59:31 - cmdstanpy - INFO - Chain [1] start processing 13:59:31 - cmdstanpy - INFO - Chain [1] done processing 13:59:31 - cmdstanpy - INFO - Chain [1] start processing 13:59:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 879:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.993210 24.742127 61.869828
31 2025-08-31 43.121167 24.030881 60.816586
32 2025-09-30 43.244996 23.819568 62.978457
33 2025-10-31 43.372953 23.887627 63.051451
34 2025-11-30 43.496782 24.905291 61.576994
Forecast for Asia and Product 880:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.773998 23.999933 62.745994
31 2025-08-31 43.751765 24.708062 63.535088
32 2025-09-30 43.730249 24.914386 62.321011
33 2025-10-31 43.708016 23.162422 60.830417
34 2025-11-30 43.686500 23.481278 63.480471
13:59:31 - cmdstanpy - INFO - Chain [1] start processing 13:59:31 - cmdstanpy - INFO - Chain [1] done processing 13:59:31 - cmdstanpy - INFO - Chain [1] start processing 13:59:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 881:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.846852 30.260532 71.070540
31 2025-08-31 50.271387 30.809760 70.626348
32 2025-09-30 50.682228 32.049632 71.887085
33 2025-10-31 51.106764 30.648677 70.635953
34 2025-11-30 51.517604 29.015286 72.722163
Forecast for Asia and Product 882:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.534144 28.258537 80.328173
31 2025-08-31 54.160741 28.057510 82.251425
32 2025-09-30 54.767126 30.742830 80.043627
33 2025-10-31 55.393723 30.335446 80.977454
34 2025-11-30 56.000107 29.285969 83.396404
13:59:32 - cmdstanpy - INFO - Chain [1] start processing 13:59:32 - cmdstanpy - INFO - Chain [1] done processing 13:59:32 - cmdstanpy - INFO - Chain [1] start processing 13:59:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 883:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.740700 26.469350 59.913387
31 2025-08-31 43.133344 26.556041 58.573620
32 2025-09-30 43.513322 26.625135 58.860921
33 2025-10-31 43.905966 27.934604 59.861585
34 2025-11-30 44.285944 27.918194 59.849901
Forecast for Asia and Product 884:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.908917 4.581279 54.348830
31 2025-08-31 29.335661 5.723932 51.278640
32 2025-09-30 28.780897 6.722788 52.823822
33 2025-10-31 28.207641 5.142141 53.065030
34 2025-11-30 27.652878 4.443034 49.071336
13:59:32 - cmdstanpy - INFO - Chain [1] start processing 13:59:32 - cmdstanpy - INFO - Chain [1] done processing 13:59:33 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 885:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.688787 32.654100 79.880927
31 2025-08-31 57.410658 32.990586 82.310853
32 2025-09-30 58.109243 33.595031 82.466440
33 2025-10-31 58.831114 34.130181 83.815933
34 2025-11-30 59.529699 35.398967 83.580142
13:59:33 - cmdstanpy - INFO - Chain [1] done processing 13:59:33 - cmdstanpy - INFO - Chain [1] start processing 13:59:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 886:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.531952 18.881426 57.423140
31 2025-08-31 37.600171 17.632874 56.389393
32 2025-09-30 37.666189 16.472009 56.145380
33 2025-10-31 37.734408 17.840058 54.595330
34 2025-11-30 37.800426 18.070681 56.143939
13:59:33 - cmdstanpy - INFO - Chain [1] start processing 13:59:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 887:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.790789 17.392874 57.899824
31 2025-08-31 37.649267 18.022939 59.334919
32 2025-09-30 37.512311 16.670454 57.972886
33 2025-10-31 37.370790 15.942473 58.808403
34 2025-11-30 37.233834 16.976905 57.488425
Forecast for Asia and Product 888:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.800622 8.048423 57.836484
31 2025-08-31 32.410318 6.531425 58.882020
32 2025-09-30 32.032605 4.469023 56.926217
33 2025-10-31 31.642302 5.209320 56.245729
34 2025-11-30 31.264589 4.908315 58.105093
13:59:33 - cmdstanpy - INFO - Chain [1] start processing 13:59:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 889:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.748408 14.199437 68.420932
31 2025-08-31 40.551021 14.685705 66.277970
32 2025-09-30 40.360002 15.730445 66.395496
33 2025-10-31 40.162615 13.408147 64.381716
34 2025-11-30 39.971596 15.692135 64.614513
13:59:34 - cmdstanpy - INFO - Chain [1] start processing 13:59:34 - cmdstanpy - INFO - Chain [1] done processing 13:59:34 - cmdstanpy - INFO - Chain [1] start processing 13:59:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 890:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.076736 10.443034 41.097434
31 2025-08-31 25.475840 11.216954 40.416276
32 2025-09-30 24.894328 8.941703 39.596439
33 2025-10-31 24.293433 10.328969 39.271849
34 2025-11-30 23.711921 9.058715 38.358570
13:59:34 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 891:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.582767 12.193116 47.345986
31 2025-08-31 29.189876 12.708444 47.476357
32 2025-09-30 28.809658 10.532479 47.527629
33 2025-10-31 28.416767 10.733937 46.793804
34 2025-11-30 28.036549 10.340139 45.353629
13:59:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 892:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.133110 15.922508 55.946375
31 2025-08-31 35.037149 12.661101 54.669590
32 2025-09-30 34.944283 14.092462 56.458376
33 2025-10-31 34.848322 15.254118 54.398606
34 2025-11-30 34.755456 13.966651 54.820941
13:59:35 - cmdstanpy - INFO - Chain [1] start processing 13:59:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 893:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.726602 22.022527 65.657412
31 2025-08-31 43.814808 21.690482 65.999114
32 2025-09-30 43.900169 24.148974 66.083656
33 2025-10-31 43.988376 22.896540 66.472181
34 2025-11-30 44.073737 22.834032 65.742554
13:59:35 - cmdstanpy - INFO - Chain [1] start processing 13:59:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 894:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.486866 20.071353 70.709192
31 2025-08-31 46.878743 22.732563 72.789835
32 2025-09-30 47.257979 20.997556 71.234674
33 2025-10-31 47.649856 22.532744 73.219653
34 2025-11-30 48.029092 21.937891 72.824200
13:59:36 - cmdstanpy - INFO - Chain [1] start processing 13:59:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 895:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.014202 27.874028 60.803002
31 2025-08-31 45.598403 29.349989 61.535879
32 2025-09-30 46.163758 30.541138 64.589054
33 2025-10-31 46.747958 29.325790 64.352264
34 2025-11-30 47.313313 30.270883 65.004789
13:59:36 - cmdstanpy - INFO - Chain [1] start processing 13:59:36 - cmdstanpy - INFO - Chain [1] done processing 13:59:36 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 896:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.969046 16.525465 51.052260
31 2025-08-31 33.746027 16.266654 51.026104
32 2025-09-30 33.530202 16.554720 51.224315
33 2025-10-31 33.307182 13.418622 51.407847
34 2025-11-30 33.091357 15.474268 50.738360
13:59:37 - cmdstanpy - INFO - Chain [1] done processing 13:59:37 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 897:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.322237 2.239221 36.425839
31 2025-08-31 18.221146 0.858136 34.633899
32 2025-09-30 17.155574 0.279017 35.011183
33 2025-10-31 16.054482 -0.002900 32.028254
34 2025-11-30 14.988910 -1.987992 32.825865
13:59:37 - cmdstanpy - INFO - Chain [1] done processing 13:59:37 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 898:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.776279 22.634214 54.616676
31 2025-08-31 38.716175 21.965666 55.234218
32 2025-09-30 38.658009 22.495869 56.125788
33 2025-10-31 38.597905 23.591704 54.041567
34 2025-11-30 38.539739 21.810869 53.852829
13:59:37 - cmdstanpy - INFO - Chain [1] done processing 13:59:37 - cmdstanpy - INFO - Chain [1] start processing 13:59:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 899:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.376101 6.041703 56.313757
31 2025-08-31 30.745314 9.174631 55.127760
32 2025-09-30 30.134874 5.977695 52.902322
33 2025-10-31 29.504087 4.841167 52.993380
34 2025-11-30 28.893648 5.182586 54.950746
13:59:38 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 900:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.173290 15.740483 52.619872
31 2025-08-31 33.952414 13.796072 52.277683
32 2025-09-30 33.738664 14.687517 52.961392
33 2025-10-31 33.517789 14.377113 52.607539
34 2025-11-30 33.304038 13.440499 53.285786
13:59:38 - cmdstanpy - INFO - Chain [1] done processing 13:59:38 - cmdstanpy - INFO - Chain [1] start processing 13:59:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 901:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.656248 40.845652 75.863333
31 2025-08-31 59.441926 42.380957 76.392770
32 2025-09-30 60.202260 42.516755 77.591255
33 2025-10-31 60.987938 43.904489 78.403338
34 2025-11-30 61.748271 44.089570 79.100358
13:59:38 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 902:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.961517 19.413542 53.157916
31 2025-08-31 35.872714 18.414940 54.730750
32 2025-09-30 35.786775 18.865757 52.597350
33 2025-10-31 35.697972 18.776732 52.356003
34 2025-11-30 35.612033 18.971480 53.474554
13:59:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 903:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.570271 33.606342 67.153253
31 2025-08-31 49.887538 32.947856 67.965308
32 2025-09-30 50.194571 32.618279 67.657588
33 2025-10-31 50.511839 33.945853 67.433894
34 2025-11-30 50.818872 33.694371 67.214827
13:59:38 - cmdstanpy - INFO - Chain [1] start processing 13:59:39 - cmdstanpy - INFO - Chain [1] done processing 13:59:39 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 904:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.467982 24.800808 61.902544
31 2025-08-31 43.416409 25.493105 62.192257
32 2025-09-30 43.366499 24.674921 61.450455
33 2025-10-31 43.314926 25.778104 62.170939
34 2025-11-30 43.265017 25.700940 61.021003
13:59:39 - cmdstanpy - INFO - Chain [1] done processing 13:59:39 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 905:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.829009 27.552126 73.163331
31 2025-08-31 51.201279 30.310143 75.380057
32 2025-09-30 51.561540 27.804517 74.829405
33 2025-10-31 51.933810 29.644810 74.201367
34 2025-11-30 52.294072 31.642723 74.849345
13:59:39 - cmdstanpy - INFO - Chain [1] done processing 13:59:40 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 906:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.041904 18.907997 49.412589
31 2025-08-31 33.553840 18.485019 48.910443
32 2025-09-30 33.081519 18.292771 47.459015
33 2025-10-31 32.593455 17.266745 46.672870
34 2025-11-30 32.121135 17.402631 47.606184
13:59:40 - cmdstanpy - INFO - Chain [1] done processing 13:59:40 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 907:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.771039 26.450576 69.599092
31 2025-08-31 48.211291 28.911922 69.129987
32 2025-09-30 48.637342 27.610601 69.665758
33 2025-10-31 49.077595 28.895132 69.112924
34 2025-11-30 49.503646 28.804100 69.839012
13:59:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 908:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.048057 5.537048 47.641149
31 2025-08-31 27.564073 7.569278 47.872891
32 2025-09-30 27.095701 5.734448 47.329055
33 2025-10-31 26.611717 7.015326 47.553259
34 2025-11-30 26.143345 5.323238 48.084536
13:59:40 - cmdstanpy - INFO - Chain [1] start processing 13:59:40 - cmdstanpy - INFO - Chain [1] done processing 13:59:41 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 909:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.529775 22.999687 65.736265
31 2025-08-31 43.616597 21.860786 66.378533
32 2025-09-30 43.700618 22.510016 66.394074
33 2025-10-31 43.787440 20.941950 66.891475
34 2025-11-30 43.871461 21.332057 67.032970
13:59:41 - cmdstanpy - INFO - Chain [1] done processing 13:59:41 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 910:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.685758 15.720104 60.772178
31 2025-08-31 37.175082 16.127922 58.266697
32 2025-09-30 36.680879 15.857944 59.658622
33 2025-10-31 36.170203 13.168697 58.648914
34 2025-11-30 35.676001 14.484905 57.580354
13:59:41 - cmdstanpy - INFO - Chain [1] done processing 13:59:41 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 911:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.386656 24.532166 61.472635
31 2025-08-31 42.754519 23.709839 62.087351
32 2025-09-30 43.110515 23.133562 61.666646
33 2025-10-31 43.478378 24.523569 62.225633
34 2025-11-30 43.834374 26.380839 62.221694
13:59:41 - cmdstanpy - INFO - Chain [1] done processing 13:59:42 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 912:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.507863 13.619467 50.447245
31 2025-08-31 29.607360 11.934006 48.320781
32 2025-09-30 28.735905 9.657623 46.090017
33 2025-10-31 27.835401 9.486675 45.921259
34 2025-11-30 26.963946 9.310623 45.290358
13:59:42 - cmdstanpy - INFO - Chain [1] done processing 13:59:42 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 913:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.922269 23.277877 66.609697
31 2025-08-31 45.144684 24.438402 67.222860
32 2025-09-30 45.359926 24.110383 66.777714
33 2025-10-31 45.582342 23.034920 67.551919
34 2025-11-30 45.797583 26.281813 67.363004
13:59:42 - cmdstanpy - INFO - Chain [1] done processing 13:59:42 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 914:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.072188 28.994170 75.723029
31 2025-08-31 53.711869 30.433263 75.937057
32 2025-09-30 54.330915 31.294732 77.069697
33 2025-10-31 54.970595 33.922458 76.629138
34 2025-11-30 55.589641 32.583001 77.387214
13:59:42 - cmdstanpy - INFO - Chain [1] done processing 13:59:43 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 915:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.216445 5.135225 40.392581
31 2025-08-31 22.144745 5.551064 40.008501
32 2025-09-30 21.107615 4.107978 38.646566
33 2025-10-31 20.035915 4.123633 36.643485
34 2025-11-30 18.998785 2.478309 36.411959
13:59:43 - cmdstanpy - INFO - Chain [1] done processing 13:59:43 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 916:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.185274 20.282540 65.795011
31 2025-08-31 43.259570 20.015716 66.861785
32 2025-09-30 43.331468 19.937637 66.979829
33 2025-10-31 43.405764 18.827605 65.440242
34 2025-11-30 43.477663 20.832160 66.652545
13:59:43 - cmdstanpy - INFO - Chain [1] done processing 13:59:43 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 917:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.023422 26.679793 61.337064
31 2025-08-31 44.218684 26.408794 63.286903
32 2025-09-30 44.407647 27.635640 61.492210
33 2025-10-31 44.602909 27.126914 62.600699
34 2025-11-30 44.791872 27.550122 61.745315
13:59:43 - cmdstanpy - INFO - Chain [1] done processing 13:59:43 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 918:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.415205 17.305238 51.285829
31 2025-08-31 34.165069 17.528687 51.259078
32 2025-09-30 33.923002 16.245725 50.276902
33 2025-10-31 33.672866 16.658783 51.088075
34 2025-11-30 33.430799 16.004980 50.291799
13:59:44 - cmdstanpy - INFO - Chain [1] done processing 13:59:44 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 919:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.042677 27.371656 64.656880
31 2025-08-31 45.490185 26.882929 63.822967
32 2025-09-30 45.923257 27.251216 65.040380
33 2025-10-31 46.370765 28.431146 64.573806
34 2025-11-30 46.803838 27.797170 64.677012
13:59:44 - cmdstanpy - INFO - Chain [1] done processing 13:59:44 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 920:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.484095 19.385117 55.550791
31 2025-08-31 37.089192 18.179075 55.308426
32 2025-09-30 36.707026 16.906543 55.629796
33 2025-10-31 36.312123 18.021381 54.543097
34 2025-11-30 35.929958 16.284055 54.027370
13:59:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 921:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.703034 7.274708 54.531444
31 2025-08-31 30.959323 7.605010 55.395321
32 2025-09-30 30.239603 6.518993 53.597591
33 2025-10-31 29.495892 5.657630 54.128562
34 2025-11-30 28.776172 4.402387 51.418016
13:59:45 - cmdstanpy - INFO - Chain [1] start processing 13:59:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 922:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.797536 5.186276 61.985965
31 2025-08-31 34.551492 5.140820 64.724605
32 2025-09-30 34.313386 8.092825 61.229136
33 2025-10-31 34.067342 3.805519 61.157472
34 2025-11-30 33.829236 6.683384 60.836966
13:59:45 - cmdstanpy - INFO - Chain [1] start processing 13:59:45 - cmdstanpy - INFO - Chain [1] done processing 13:59:45 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 923:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.601789 12.071768 50.725775
31 2025-08-31 31.311927 11.224848 51.828027
32 2025-09-30 31.031415 11.582413 49.903886
33 2025-10-31 30.741553 12.035950 49.956503
34 2025-11-30 30.461041 10.908048 50.320711
13:59:45 - cmdstanpy - INFO - Chain [1] done processing 13:59:46 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 924:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.758549 36.140317 75.648685
31 2025-08-31 56.662312 37.242032 75.485116
32 2025-09-30 57.536921 39.491706 76.720083
33 2025-10-31 58.440684 37.413130 78.506314
34 2025-11-30 59.315293 39.957211 78.917632
13:59:46 - cmdstanpy - INFO - Chain [1] done processing 13:59:46 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 925:
ds yhat yhat_lower yhat_upper
30 2025-07-31 17.227697 -6.204152 42.256222
31 2025-08-31 16.273125 -7.765563 40.535570
32 2025-09-30 15.349346 -8.962861 37.280645
33 2025-10-31 14.394774 -8.777540 38.585454
34 2025-11-30 13.470994 -9.613013 37.920564
13:59:46 - cmdstanpy - INFO - Chain [1] done processing 13:59:46 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 926:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.250127 17.720801 65.980872
31 2025-08-31 43.023427 18.878491 66.341160
32 2025-09-30 42.804039 18.829818 67.659801
33 2025-10-31 42.577339 18.057881 68.046101
34 2025-11-30 42.357952 17.465760 66.006333
13:59:46 - cmdstanpy - INFO - Chain [1] done processing 13:59:47 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 927:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.375657 21.742857 59.127785
31 2025-08-31 40.458875 18.949350 61.255939
32 2025-09-30 40.539408 19.894618 58.305260
33 2025-10-31 40.622626 20.850901 60.950796
34 2025-11-30 40.703160 22.148227 61.630212
13:59:47 - cmdstanpy - INFO - Chain [1] done processing 13:59:47 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 928:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.145375 23.083660 68.594310
31 2025-08-31 45.557320 22.735371 68.128038
32 2025-09-30 45.955976 24.347589 69.208802
33 2025-10-31 46.367921 22.218719 67.733343
34 2025-11-30 46.766577 23.606617 71.109105
13:59:47 - cmdstanpy - INFO - Chain [1] done processing 13:59:47 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 929:
ds yhat yhat_lower yhat_upper
30 2025-07-31 15.534841 -0.814292 33.203726
31 2025-08-31 14.307088 -2.585685 31.677324
32 2025-09-30 13.118940 -4.205416 30.263129
33 2025-10-31 11.891188 -5.795168 28.842527
34 2025-11-30 10.703040 -7.442807 28.126010
13:59:47 - cmdstanpy - INFO - Chain [1] done processing 13:59:48 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 930:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.305265 17.995295 73.564745
31 2025-08-31 46.232094 19.804234 74.859342
32 2025-09-30 46.161284 19.884804 71.880448
33 2025-10-31 46.088113 20.931012 73.803052
34 2025-11-30 46.017302 19.559631 73.552327
13:59:48 - cmdstanpy - INFO - Chain [1] done processing 13:59:48 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 931:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.588192 19.035739 53.611387
31 2025-08-31 36.306388 19.808095 54.128714
32 2025-09-30 36.033675 18.496184 52.156200
33 2025-10-31 35.751871 18.726708 53.497364
34 2025-11-30 35.479158 19.263999 52.553607
13:59:48 - cmdstanpy - INFO - Chain [1] done processing 13:59:48 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 932:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.312637 3.164712 43.228836
31 2025-08-31 21.435395 -1.150267 41.394067
32 2025-09-30 20.586451 0.124092 41.340334
33 2025-10-31 19.709208 -0.031525 40.642156
34 2025-11-30 18.860264 0.085670 40.597782
13:59:48 - cmdstanpy - INFO - Chain [1] done processing 13:59:48 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 933:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.101868 22.147717 59.803544
31 2025-08-31 41.088264 21.979836 60.273998
32 2025-09-30 41.075098 22.477970 59.603377
33 2025-10-31 41.061494 22.777199 60.737411
34 2025-11-30 41.048329 22.647806 59.686131
13:59:49 - cmdstanpy - INFO - Chain [1] done processing 13:59:49 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 934:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.410320 30.669797 52.681462
31 2025-08-31 41.707436 30.932238 53.109191
32 2025-09-30 41.994968 30.572685 53.620165
33 2025-10-31 42.292084 31.968595 54.017227
34 2025-11-30 42.579616 31.624670 54.033381
13:59:49 - cmdstanpy - INFO - Chain [1] done processing 13:59:49 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 935:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.866023 25.625027 56.199831
31 2025-08-31 40.589426 26.114139 55.396607
32 2025-09-30 40.321751 26.548757 56.814825
33 2025-10-31 40.045154 24.933885 54.949669
34 2025-11-30 39.777479 24.903074 55.696517
13:59:49 - cmdstanpy - INFO - Chain [1] done processing 13:59:49 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 936:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.085702 12.427039 52.347766
31 2025-08-31 31.591023 11.899799 51.735933
32 2025-09-30 31.112302 10.967762 51.607413
33 2025-10-31 30.617623 10.321239 50.168114
34 2025-11-30 30.138901 8.849083 50.691074
13:59:49 - cmdstanpy - INFO - Chain [1] done processing 13:59:50 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 937:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.945354 3.647783 36.289036
31 2025-08-31 19.067018 0.612251 36.641131
32 2025-09-30 18.217015 1.799879 35.540830
33 2025-10-31 17.338679 2.933781 34.064347
34 2025-11-30 16.488676 -1.665525 32.113642
13:59:50 - cmdstanpy - INFO - Chain [1] done processing 13:59:50 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 938:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.902602 21.864554 57.219876
31 2025-08-31 39.686581 20.527072 59.299052
32 2025-09-30 39.477528 21.571663 58.213014
33 2025-10-31 39.261506 21.062512 57.122693
34 2025-11-30 39.052453 19.507509 58.628951
13:59:50 - cmdstanpy - INFO - Chain [1] done processing 13:59:50 - cmdstanpy - INFO - Chain [1] start processing 13:59:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 939:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.592511 29.988120 67.326494
31 2025-08-31 49.948289 31.961406 69.849055
32 2025-09-30 50.292590 30.900385 67.138603
33 2025-10-31 50.648368 31.862950 69.539431
34 2025-11-30 50.992669 32.231655 70.062293
13:59:50 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 940:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.618840 14.291265 54.493117
31 2025-08-31 34.241465 14.019081 52.705493
32 2025-09-30 33.876263 13.647631 53.846833
33 2025-10-31 33.498889 14.750833 53.226491
34 2025-11-30 33.133687 13.620814 51.977571
13:59:51 - cmdstanpy - INFO - Chain [1] done processing 13:59:51 - cmdstanpy - INFO - Chain [1] start processing 13:59:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 941:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.225492 30.631623 60.762854
31 2025-08-31 45.383827 31.189742 60.167459
32 2025-09-30 45.537054 29.827617 60.517580
33 2025-10-31 45.695389 29.465348 60.598040
34 2025-11-30 45.848616 30.323718 61.549737
13:59:51 - cmdstanpy - INFO - Chain [1] start processing 13:59:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 942:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.104325 21.935308 62.461715
31 2025-08-31 42.397045 22.159671 62.162908
32 2025-09-30 42.680323 23.130130 60.808740
33 2025-10-31 42.973042 23.302422 62.881310
34 2025-11-30 43.256320 23.465433 62.430741
Forecast for Asia and Product 943:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.286834 31.382352 74.886314
31 2025-08-31 52.614411 29.226400 75.893073
32 2025-09-30 52.931421 30.506877 74.730441
33 2025-10-31 53.258998 31.065473 74.337687
34 2025-11-30 53.576008 32.799567 75.730084
13:59:51 - cmdstanpy - INFO - Chain [1] start processing 13:59:51 - cmdstanpy - INFO - Chain [1] done processing 13:59:51 - cmdstanpy - INFO - Chain [1] start processing 13:59:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 944:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.963713 14.186364 57.481721
31 2025-08-31 35.557504 11.486901 56.482850
32 2025-09-30 35.164398 14.498391 57.964982
33 2025-10-31 34.758189 12.594117 56.433456
34 2025-11-30 34.365084 12.777517 57.567055
Forecast for Asia and Product 945:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.372245 5.559116 46.807123
31 2025-08-31 25.672355 5.644252 46.181920
32 2025-09-30 24.995042 6.443907 45.274615
33 2025-10-31 24.295151 2.912326 45.002608
34 2025-11-30 23.617838 2.528183 43.773788
13:59:52 - cmdstanpy - INFO - Chain [1] start processing 13:59:52 - cmdstanpy - INFO - Chain [1] done processing 13:59:52 - cmdstanpy - INFO - Chain [1] start processing 13:59:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 946:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.811675 13.804104 47.323473
31 2025-08-31 30.557065 14.115263 49.729524
32 2025-09-30 30.310668 12.242987 47.866046
33 2025-10-31 30.056058 12.128532 47.425222
34 2025-11-30 29.809662 12.138633 46.863555
Forecast for Asia and Product 947:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.415428 21.756063 73.440157
31 2025-08-31 47.859134 23.308577 73.510874
32 2025-09-30 48.288526 20.990933 72.311477
33 2025-10-31 48.732232 23.227613 74.765135
34 2025-11-30 49.161624 23.306854 73.593842
13:59:52 - cmdstanpy - INFO - Chain [1] start processing 13:59:52 - cmdstanpy - INFO - Chain [1] done processing 13:59:52 - cmdstanpy - INFO - Chain [1] start processing 13:59:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 948:
ds yhat yhat_lower yhat_upper
29 2025-07-31 41.210198 21.286712 60.953476
30 2025-08-31 41.335661 20.631132 61.761128
31 2025-09-30 41.457076 20.002505 62.916959
32 2025-10-31 41.582539 21.620987 61.566869
33 2025-11-30 41.703954 20.323629 61.304821
Forecast for Asia and Product 949:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.822674 28.126331 66.279765
31 2025-08-31 47.100103 29.407113 65.751264
32 2025-09-30 47.368582 27.607354 66.198631
33 2025-10-31 47.646011 29.793243 67.036872
34 2025-11-30 47.914490 28.292573 66.771054
13:59:52 - cmdstanpy - INFO - Chain [1] start processing 13:59:52 - cmdstanpy - INFO - Chain [1] done processing 13:59:53 - cmdstanpy - INFO - Chain [1] start processing 13:59:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 950:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.929859 20.972310 57.512075
31 2025-08-31 39.881971 21.140804 57.867934
32 2025-09-30 39.835628 21.120698 58.580196
33 2025-10-31 39.787740 20.417881 57.863405
34 2025-11-30 39.741397 20.078360 57.036260
Forecast for Asia and Product 951:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.334810 7.999338 42.203825
31 2025-08-31 25.851898 9.427829 44.013909
32 2025-09-30 25.384564 8.524524 42.696517
33 2025-10-31 24.901652 7.380430 42.316780
34 2025-11-30 24.434319 8.099132 42.547790
13:59:53 - cmdstanpy - INFO - Chain [1] start processing 13:59:53 - cmdstanpy - INFO - Chain [1] done processing 13:59:53 - cmdstanpy - INFO - Chain [1] start processing 13:59:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 952:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.117216 15.679674 57.305327
31 2025-08-31 37.121435 16.404013 57.887339
32 2025-09-30 37.125518 16.121516 58.324806
33 2025-10-31 37.129737 14.895955 59.086586
34 2025-11-30 37.133819 15.940286 60.121832
Forecast for Asia and Product 953:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.060722 10.881708 49.726946
31 2025-08-31 30.624871 11.229628 48.676227
32 2025-09-30 30.203080 12.027579 49.766611
33 2025-10-31 29.767229 10.398716 49.994027
34 2025-11-30 29.345438 11.734830 48.625934
13:59:53 - cmdstanpy - INFO - Chain [1] start processing 13:59:53 - cmdstanpy - INFO - Chain [1] done processing 13:59:53 - cmdstanpy - INFO - Chain [1] start processing 13:59:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 954:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.321300 23.665692 65.002516
31 2025-08-31 44.482213 24.221719 66.410137
32 2025-09-30 44.637936 25.053442 64.912710
33 2025-10-31 44.798850 23.988290 64.765278
34 2025-11-30 44.954572 23.030478 65.665180
13:59:53 - cmdstanpy - INFO - Chain [1] start processing 13:59:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 955:
ds yhat yhat_lower yhat_upper
29 2025-07-31 42.073093 27.109605 57.864372
30 2025-08-31 41.931645 26.224566 58.735937
31 2025-09-30 41.794759 24.504157 58.177407
32 2025-10-31 41.653310 23.602377 57.827866
33 2025-11-30 41.516424 25.742112 57.860020
Forecast for Asia and Product 956:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.885631 26.316917 68.587430
31 2025-08-31 47.172949 25.128640 68.478381
32 2025-09-30 47.450999 26.561064 67.698887
33 2025-10-31 47.738317 27.727994 70.255846
34 2025-11-30 48.016366 26.599187 69.366546
13:59:54 - cmdstanpy - INFO - Chain [1] start processing 13:59:54 - cmdstanpy - INFO - Chain [1] done processing 13:59:54 - cmdstanpy - INFO - Chain [1] start processing 13:59:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 957:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.062231 17.095269 47.424104
31 2025-08-31 31.627694 16.890692 45.606637
32 2025-09-30 31.207175 15.681552 46.333056
33 2025-10-31 30.772638 15.352418 45.323232
34 2025-11-30 30.352119 15.767292 44.757068
Forecast for Asia and Product 958:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.320146 23.233730 62.549625
31 2025-08-31 43.500123 22.596431 63.808926
32 2025-09-30 43.674294 24.077901 64.525067
33 2025-10-31 43.854271 23.840256 64.096147
34 2025-11-30 44.028442 23.924406 63.877706
13:59:54 - cmdstanpy - INFO - Chain [1] start processing 13:59:54 - cmdstanpy - INFO - Chain [1] done processing 13:59:54 - cmdstanpy - INFO - Chain [1] start processing 13:59:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 959:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.322149 17.561640 53.703939
31 2025-08-31 36.124863 18.155770 54.212592
32 2025-09-30 35.933941 18.294169 54.255476
33 2025-10-31 35.736654 16.875206 53.855615
34 2025-11-30 35.545732 17.414488 53.931948
13:59:54 - cmdstanpy - INFO - Chain [1] start processing 13:59:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 960:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.377907 16.538894 64.739071
31 2025-08-31 41.366420 17.136151 64.122135
32 2025-09-30 41.355303 17.790944 64.376592
33 2025-10-31 41.343816 19.038839 65.062854
34 2025-11-30 41.332699 18.552003 64.491935
Forecast for Asia and Product 961:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.857752 23.201845 60.053639
31 2025-08-31 40.699694 20.931994 60.041030
32 2025-09-30 40.546735 20.355467 58.586540
33 2025-10-31 40.388677 20.078334 60.046051
34 2025-11-30 40.235718 20.294826 60.256572
13:59:55 - cmdstanpy - INFO - Chain [1] start processing 13:59:55 - cmdstanpy - INFO - Chain [1] done processing 13:59:55 - cmdstanpy - INFO - Chain [1] start processing 13:59:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 962:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.105907 28.247200 65.447169
31 2025-08-31 47.327745 28.239687 67.966233
32 2025-09-30 47.542427 27.472446 66.122678
33 2025-10-31 47.764265 28.892734 66.986536
34 2025-11-30 47.978947 27.607889 68.393735
13:59:55 - cmdstanpy - INFO - Chain [1] start processing 13:59:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 963:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.978817 22.227322 60.097126
31 2025-08-31 40.831018 21.968789 60.393601
32 2025-09-30 40.687987 22.680886 60.204321
33 2025-10-31 40.540187 21.436398 58.678680
34 2025-11-30 40.397156 21.618138 57.894097
Forecast for Asia and Product 964:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.071059 28.290035 63.249702
31 2025-08-31 46.354952 28.636307 63.127083
32 2025-09-30 46.629686 29.741898 62.710936
33 2025-10-31 46.913578 30.194059 64.981696
34 2025-11-30 47.188313 30.352270 65.249268
13:59:55 - cmdstanpy - INFO - Chain [1] start processing 13:59:55 - cmdstanpy - INFO - Chain [1] done processing 13:59:56 - cmdstanpy - INFO - Chain [1] start processing 13:59:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 965:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.450612 18.104965 58.617625
31 2025-08-31 37.319452 18.004144 57.081617
32 2025-09-30 37.192522 17.854158 56.589178
33 2025-10-31 37.061362 16.802840 57.026869
34 2025-11-30 36.934432 16.999271 56.373891
Forecast for Asia and Product 966:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.210298 18.653914 56.083368
31 2025-08-31 37.328694 19.763138 55.572860
32 2025-09-30 37.443272 17.689689 56.900570
33 2025-10-31 37.561668 18.979828 56.635236
34 2025-11-30 37.676246 17.753200 55.239325
13:59:56 - cmdstanpy - INFO - Chain [1] start processing 13:59:56 - cmdstanpy - INFO - Chain [1] done processing 13:59:56 - cmdstanpy - INFO - Chain [1] start processing 13:59:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 967:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.594873 12.209206 46.796508
31 2025-08-31 29.372792 11.467859 46.741753
32 2025-09-30 29.157876 11.031233 45.958795
33 2025-10-31 28.935795 11.606647 45.618249
34 2025-11-30 28.720878 11.361754 45.766707
Forecast for Asia and Product 968:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.379984 19.606448 64.922556
31 2025-08-31 41.325919 19.086559 64.176414
32 2025-09-30 41.273598 17.801342 66.394488
33 2025-10-31 41.219533 19.554886 63.005141
34 2025-11-30 41.167212 18.623282 62.452059
13:59:56 - cmdstanpy - INFO - Chain [1] start processing 13:59:56 - cmdstanpy - INFO - Chain [1] done processing 13:59:56 - cmdstanpy - INFO - Chain [1] start processing 13:59:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 969:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.091197 14.601876 61.243506
31 2025-08-31 36.686187 14.547961 58.592350
32 2025-09-30 36.294242 12.885888 58.934260
33 2025-10-31 35.889233 10.924572 58.167351
34 2025-11-30 35.497288 12.939413 59.554601
Forecast for Asia and Product 970:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.911728 25.095638 61.825283
31 2025-08-31 44.070422 26.573889 62.180468
32 2025-09-30 44.223997 25.312382 61.127034
33 2025-10-31 44.382692 24.861661 63.165018
34 2025-11-30 44.536267 26.578183 63.327000
13:59:57 - cmdstanpy - INFO - Chain [1] start processing 13:59:57 - cmdstanpy - INFO - Chain [1] done processing 13:59:57 - cmdstanpy - INFO - Chain [1] start processing 13:59:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 971:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.069683 26.514704 61.027184
31 2025-08-31 43.295101 24.517643 61.258485
32 2025-09-30 43.513248 25.884715 61.383102
33 2025-10-31 43.738666 25.534799 62.120078
34 2025-11-30 43.956813 26.604030 63.297129
13:59:57 - cmdstanpy - INFO - Chain [1] start processing 13:59:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 972:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.866972 31.793202 72.019176
31 2025-08-31 51.407392 32.303259 70.620610
32 2025-09-30 51.930379 33.112556 71.145804
33 2025-10-31 52.470799 33.514224 72.682887
34 2025-11-30 52.993786 33.990911 73.340227
Forecast for Asia and Product 973:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.946649 13.591623 42.837417
31 2025-08-31 27.449851 13.307231 42.459066
32 2025-09-30 26.969078 12.442259 40.646921
33 2025-10-31 26.472280 11.806107 39.862488
34 2025-11-30 25.991508 11.997348 42.023932
13:59:57 - cmdstanpy - INFO - Chain [1] start processing 13:59:57 - cmdstanpy - INFO - Chain [1] done processing 13:59:57 - cmdstanpy - INFO - Chain [1] start processing 13:59:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 974:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.709438 3.179745 49.654139
31 2025-08-31 25.996911 3.172687 49.970933
32 2025-09-30 25.307368 2.345394 49.952192
33 2025-10-31 24.594841 0.320340 48.294898
34 2025-11-30 23.905298 0.289077 46.889595
Forecast for Asia and Product 975:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.062701 24.093727 54.214942
31 2025-08-31 39.182707 23.344222 53.414266
32 2025-09-30 39.298842 23.980487 54.992786
33 2025-10-31 39.418848 23.933190 55.637178
34 2025-11-30 39.534983 23.394063 55.028156
13:59:58 - cmdstanpy - INFO - Chain [1] start processing 13:59:58 - cmdstanpy - INFO - Chain [1] done processing 13:59:58 - cmdstanpy - INFO - Chain [1] start processing 13:59:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 976:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.579040 21.740598 56.422079
31 2025-08-31 39.500652 21.146301 56.351734
32 2025-09-30 39.424793 22.282958 57.494484
33 2025-10-31 39.346405 22.769025 56.750347
34 2025-11-30 39.270546 22.010031 56.015801
13:59:58 - cmdstanpy - INFO - Chain [1] start processing 13:59:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 977:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.782715 24.080050 63.382657
31 2025-08-31 43.039552 25.376263 62.716188
32 2025-09-30 43.288104 23.781747 63.165020
33 2025-10-31 43.544941 23.718286 61.895461
34 2025-11-30 43.793493 23.893754 63.449023
Forecast for Asia and Product 978:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.503481 27.593234 72.780137
31 2025-08-31 50.968727 27.508741 71.882764
32 2025-09-30 51.418966 28.548840 73.848944
33 2025-10-31 51.884212 29.774211 74.379667
34 2025-11-30 52.334450 30.252652 72.922266
13:59:58 - cmdstanpy - INFO - Chain [1] start processing 13:59:58 - cmdstanpy - INFO - Chain [1] done processing 13:59:58 - cmdstanpy - INFO - Chain [1] start processing 13:59:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 979:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.750657 24.805919 65.728865
31 2025-08-31 45.944312 24.798960 68.032154
32 2025-09-30 46.131720 26.443649 66.566220
33 2025-10-31 46.325375 24.788712 67.941992
34 2025-11-30 46.512783 26.253255 68.542830
Forecast for Asia and Product 980:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.079793 30.479880 75.017061
31 2025-08-31 53.673373 33.072017 75.364932
32 2025-09-30 54.247805 33.538755 75.401233
33 2025-10-31 54.841386 34.749937 76.651024
34 2025-11-30 55.415818 33.934442 76.181512
13:59:59 - cmdstanpy - INFO - Chain [1] start processing 13:59:59 - cmdstanpy - INFO - Chain [1] done processing 13:59:59 - cmdstanpy - INFO - Chain [1] start processing 13:59:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 981:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.137784 30.984754 75.379268
31 2025-08-31 54.716329 32.602714 77.746425
32 2025-09-30 55.276212 31.803428 76.549280
33 2025-10-31 55.854757 33.297490 78.171256
34 2025-11-30 56.414640 35.520454 80.222443
Forecast for Asia and Product 982:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.411063 6.434629 39.818426
31 2025-08-31 22.419623 5.637213 40.175402
32 2025-09-30 21.460164 4.598114 39.619063
33 2025-10-31 20.468724 3.975104 37.703646
34 2025-11-30 19.509265 1.809350 36.405046
13:59:59 - cmdstanpy - INFO - Chain [1] start processing 13:59:59 - cmdstanpy - INFO - Chain [1] done processing 13:59:59 - cmdstanpy - INFO - Chain [1] start processing 13:59:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 983:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.790112 19.455612 56.540071
31 2025-08-31 37.549798 18.889054 54.679012
32 2025-09-30 37.317237 19.007919 56.571637
33 2025-10-31 37.076923 18.998882 55.980830
34 2025-11-30 36.844361 18.902058 56.042012
Forecast for Asia and Product 984:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.861713 32.334677 70.676990
31 2025-08-31 52.400564 33.963150 70.273460
32 2025-09-30 52.922032 32.599155 71.518573
33 2025-10-31 53.460883 35.526374 72.526409
34 2025-11-30 53.982352 34.763449 74.100908
13:59:59 - cmdstanpy - INFO - Chain [1] start processing 13:59:59 - cmdstanpy - INFO - Chain [1] done processing 14:00:00 - cmdstanpy - INFO - Chain [1] start processing 14:00:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 985:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.616505 15.638028 48.931593
31 2025-08-31 32.136485 16.222555 48.984599
32 2025-09-30 31.671949 15.068223 46.659358
33 2025-10-31 31.191929 13.560048 47.566731
34 2025-11-30 30.727393 14.591213 45.998437
Forecast for Asia and Product 986:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.253815 42.305213 73.811423
31 2025-08-31 58.851903 43.106589 73.674819
32 2025-09-30 59.430698 44.243795 75.740804
33 2025-10-31 60.028787 43.904921 76.231796
34 2025-11-30 60.607582 45.281998 74.718718
14:00:00 - cmdstanpy - INFO - Chain [1] start processing 14:00:00 - cmdstanpy - INFO - Chain [1] done processing 14:00:00 - cmdstanpy - INFO - Chain [1] start processing 14:00:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 987:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.348039 22.203126 59.292099
31 2025-08-31 41.234018 23.388830 59.539781
32 2025-09-30 41.123674 21.885011 59.117734
33 2025-10-31 41.009653 23.395297 60.110864
34 2025-11-30 40.899310 23.677165 58.752977
14:00:00 - cmdstanpy - INFO - Chain [1] start processing 14:00:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 988:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.025642 7.710058 58.161154
31 2025-08-31 34.922260 11.254732 58.401627
32 2025-09-30 34.822213 10.348028 59.071937
33 2025-10-31 34.718831 10.127036 58.063944
34 2025-11-30 34.618783 10.927569 58.575215
Forecast for Asia and Product 989:
ds yhat yhat_lower yhat_upper
29 2025-07-31 34.744815 12.074389 56.068731
30 2025-08-31 34.353755 12.602934 55.762293
31 2025-09-30 33.975309 12.157125 55.596147
32 2025-10-31 33.584249 13.278965 55.763309
33 2025-11-30 33.205803 12.209740 55.039119
14:00:00 - cmdstanpy - INFO - Chain [1] start processing 14:00:00 - cmdstanpy - INFO - Chain [1] done processing 14:00:01 - cmdstanpy - INFO - Chain [1] start processing 14:00:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 990:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.168762 8.010825 49.655594
31 2025-08-31 28.602915 5.725189 50.251707
32 2025-09-30 28.055321 5.422373 51.162440
33 2025-10-31 27.489473 6.080151 48.778857
34 2025-11-30 26.941879 5.594271 48.691556
Forecast for Asia and Product 991:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.548710 20.185227 55.338517
31 2025-08-31 37.377535 18.951342 55.003814
32 2025-09-30 37.211882 20.318587 55.837816
33 2025-10-31 37.040707 20.417354 54.603201
34 2025-11-30 36.875054 19.241326 54.945611
14:00:01 - cmdstanpy - INFO - Chain [1] start processing 14:00:01 - cmdstanpy - INFO - Chain [1] done processing 14:00:01 - cmdstanpy - INFO - Chain [1] start processing 14:00:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 992:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.441100 14.927027 51.662969
31 2025-08-31 31.980857 13.273652 50.862605
32 2025-09-30 31.535460 12.408328 50.638316
33 2025-10-31 31.075217 12.473954 50.057038
34 2025-11-30 30.629820 11.666618 49.414298
14:00:01 - cmdstanpy - INFO - Chain [1] start processing 14:00:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 993:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.741895 12.281643 36.562621
31 2025-08-31 23.692846 10.199014 36.120684
32 2025-09-30 22.677637 11.276307 35.218859
33 2025-10-31 21.628588 9.447712 34.538040
34 2025-11-30 20.613380 7.383826 33.915117
14:00:01 - cmdstanpy - INFO - Chain [1] start processing 14:00:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 994:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.291062 16.435370 55.214489
31 2025-08-31 34.975702 12.893772 53.317884
32 2025-09-30 34.670515 15.272541 53.528953
33 2025-10-31 34.355155 14.396897 54.931407
34 2025-11-30 34.049968 14.160197 54.182799
14:00:02 - cmdstanpy - INFO - Chain [1] start processing 14:00:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 995:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.421443 19.586571 59.926962
31 2025-08-31 39.468707 19.868435 59.726358
32 2025-09-30 39.514446 17.760260 58.998496
33 2025-10-31 39.561710 19.066251 61.180186
34 2025-11-30 39.607449 20.786922 59.713586
14:00:02 - cmdstanpy - INFO - Chain [1] start processing 14:00:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 996:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.587206 9.807219 49.877074
31 2025-08-31 29.953683 10.762393 48.542596
32 2025-09-30 29.340597 10.378103 49.274877
33 2025-10-31 28.707074 9.098509 49.019619
34 2025-11-30 28.093988 8.640656 47.901718
14:00:02 - cmdstanpy - INFO - Chain [1] start processing 14:00:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 997:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.751071 24.960416 64.101045
31 2025-08-31 44.961086 25.167592 65.440415
32 2025-09-30 45.164328 24.889294 65.222580
33 2025-10-31 45.374343 27.025884 65.806225
34 2025-11-30 45.577585 26.388652 64.223714
14:00:02 - cmdstanpy - INFO - Chain [1] start processing 14:00:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 998:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.238292 26.340356 54.833704
31 2025-08-31 41.404985 25.918383 56.410107
32 2025-09-30 41.566301 27.378514 55.783078
33 2025-10-31 41.732994 27.159362 56.701338
34 2025-11-30 41.894310 26.610596 57.442605
Forecast for Asia and Product 999:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.216478 22.287189 55.472153
31 2025-08-31 37.897365 21.903876 54.429384
32 2025-09-30 37.588546 20.591216 53.885991
33 2025-10-31 37.269433 20.742361 54.032553
34 2025-11-30 36.960614 20.435081 53.350514
14:00:02 - cmdstanpy - INFO - Chain [1] start processing 14:00:03 - cmdstanpy - INFO - Chain [1] done processing 14:00:03 - cmdstanpy - INFO - Chain [1] start processing 14:00:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 100:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.193131 18.917279 56.144741
31 2025-08-31 35.998634 13.773411 54.947529
32 2025-09-30 35.810410 15.546787 55.660654
33 2025-10-31 35.615912 17.702928 57.012339
34 2025-11-30 35.427688 14.728687 55.437710
14:00:03 - cmdstanpy - INFO - Chain [1] start processing 14:00:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 101:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.340371 30.546727 72.351355
31 2025-08-31 51.758039 31.219721 72.621307
32 2025-09-30 52.162233 31.942352 72.552667
33 2025-10-31 52.579901 31.211548 73.040910
34 2025-11-30 52.984095 34.376461 72.479528
Forecast for Australia and Product 102:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.490131 20.489171 61.184008
31 2025-08-31 40.587797 20.477927 60.561295
32 2025-09-30 40.682313 19.000550 61.876229
33 2025-10-31 40.779979 20.606889 60.883903
34 2025-11-30 40.874495 20.117101 61.537825
14:00:03 - cmdstanpy - INFO - Chain [1] start processing 14:00:03 - cmdstanpy - INFO - Chain [1] done processing 14:00:03 - cmdstanpy - INFO - Chain [1] start processing 14:00:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 103:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.666699 15.463874 55.434742
31 2025-08-31 35.397417 16.573213 54.494405
32 2025-09-30 35.136821 15.360223 54.958925
33 2025-10-31 34.867539 14.482517 53.273709
34 2025-11-30 34.606943 15.398539 54.119835
14:00:04 - cmdstanpy - INFO - Chain [1] start processing 14:00:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 104:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.886613 27.427060 75.894712
31 2025-08-31 52.294468 27.693382 75.653999
32 2025-09-30 52.689167 29.818323 76.939765
33 2025-10-31 53.097023 29.270722 78.452891
34 2025-11-30 53.491722 31.579782 78.130022
Forecast for Australia and Product 105:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.365177 10.249483 44.348168
31 2025-08-31 26.496174 9.053759 43.150769
32 2025-09-30 25.655204 9.024157 41.919305
33 2025-10-31 24.786201 7.658618 40.735167
34 2025-11-30 23.945231 7.210288 41.524715
14:00:04 - cmdstanpy - INFO - Chain [1] start processing 14:00:04 - cmdstanpy - INFO - Chain [1] done processing 14:00:04 - cmdstanpy - INFO - Chain [1] start processing 14:00:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 106:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.082532 14.866733 56.362791
31 2025-08-31 35.971467 15.977610 55.811729
32 2025-09-30 35.863984 14.889761 56.163810
33 2025-10-31 35.752918 15.216373 54.977166
34 2025-11-30 35.645436 15.892089 55.600691
Forecast for Australia and Product 107:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.196795 9.273190 45.178841
31 2025-08-31 27.517896 9.684086 45.802030
32 2025-09-30 26.860896 7.724313 44.651148
33 2025-10-31 26.181997 8.348972 45.698775
34 2025-11-30 25.524997 6.763544 43.074881
14:00:04 - cmdstanpy - INFO - Chain [1] start processing 14:00:04 - cmdstanpy - INFO - Chain [1] done processing 14:00:04 - cmdstanpy - INFO - Chain [1] start processing 14:00:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 108:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.265402 14.418076 63.927488
31 2025-08-31 37.898401 13.607727 62.596238
32 2025-09-30 37.543240 13.545165 62.647751
33 2025-10-31 37.176239 13.441259 61.111484
34 2025-11-30 36.821077 11.712667 61.305565
Forecast for Australia and Product 109:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.307425 19.602089 66.950861
31 2025-08-31 44.265798 22.558271 67.186470
32 2025-09-30 44.225514 22.730258 66.074068
33 2025-10-31 44.183888 21.713016 65.331910
34 2025-11-30 44.143604 21.339907 66.752683
14:00:04 - cmdstanpy - INFO - Chain [1] start processing 14:00:05 - cmdstanpy - INFO - Chain [1] done processing 14:00:05 - cmdstanpy - INFO - Chain [1] start processing 14:00:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 110:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.018809 35.040054 73.028021
31 2025-08-31 55.642317 35.208341 74.939941
32 2025-09-30 56.245713 37.220073 75.198235
33 2025-10-31 56.869222 38.223413 75.858512
34 2025-11-30 57.472617 39.397614 77.959317
14:00:05 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 111:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.838579 31.773221 67.958360
31 2025-08-31 50.406091 33.383949 66.864631
32 2025-09-30 50.955295 32.107173 68.547730
33 2025-10-31 51.522807 33.542323 69.867489
34 2025-11-30 52.072012 33.529005 68.416134
14:00:05 - cmdstanpy - INFO - Chain [1] done processing 14:00:05 - cmdstanpy - INFO - Chain [1] start processing 14:00:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 112:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.614944 30.776093 63.351265
31 2025-08-31 47.092781 29.227088 63.445561
32 2025-09-30 47.555204 31.346700 64.209537
33 2025-10-31 48.033041 30.771725 63.900572
34 2025-11-30 48.495465 31.419167 64.345281
14:00:05 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 113:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.919366 13.983140 52.461217
31 2025-08-31 33.469793 12.827228 53.001607
32 2025-09-30 33.034722 13.339155 54.329790
33 2025-10-31 32.585149 12.650754 51.886722
34 2025-11-30 32.150078 11.570008 52.157831
14:00:06 - cmdstanpy - INFO - Chain [1] done processing 14:00:06 - cmdstanpy - INFO - Chain [1] start processing 14:00:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 114:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.600203 33.634413 69.509460
31 2025-08-31 52.162167 33.713458 70.964700
32 2025-09-30 52.706002 34.372239 70.764679
33 2025-10-31 53.267966 33.690737 71.310593
34 2025-11-30 53.811801 35.129732 72.359833
14:00:06 - cmdstanpy - INFO - Chain [1] start processing 14:00:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 115:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.233018 14.827927 56.302246
31 2025-08-31 35.033624 16.352488 56.535313
32 2025-09-30 34.840662 13.254739 54.852140
33 2025-10-31 34.641268 14.308176 55.050640
34 2025-11-30 34.448306 13.910421 55.760175
14:00:06 - cmdstanpy - INFO - Chain [1] start processing 14:00:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 116:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.904831 12.445849 56.073945
31 2025-08-31 33.557722 12.223455 55.768821
32 2025-09-30 33.221811 13.577718 54.131911
33 2025-10-31 32.874703 11.236447 55.434829
34 2025-11-30 32.538792 11.113927 53.323644
Forecast for Australia and Product 117:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.182781 16.683666 53.094508
31 2025-08-31 34.850210 18.149627 52.678646
32 2025-09-30 34.528367 16.426812 51.367226
33 2025-10-31 34.195796 15.652775 52.926194
34 2025-11-30 33.873953 14.490747 51.685985
14:00:06 - cmdstanpy - INFO - Chain [1] start processing 14:00:06 - cmdstanpy - INFO - Chain [1] done processing 14:00:07 - cmdstanpy - INFO - Chain [1] start processing 14:00:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 118:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.188842 16.634709 52.741901
31 2025-08-31 34.105052 15.685003 52.029165
32 2025-09-30 34.023965 16.686548 51.821000
33 2025-10-31 33.940175 16.769731 50.266665
34 2025-11-30 33.859088 16.759341 50.683796
Forecast for Australia and Product 119:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.141640 21.302509 52.912878
31 2025-08-31 37.014735 21.085597 52.313125
32 2025-09-30 36.891923 20.248023 54.280174
33 2025-10-31 36.765018 19.970682 52.728038
34 2025-11-30 36.642206 19.031174 51.817494
14:00:07 - cmdstanpy - INFO - Chain [1] start processing 14:00:07 - cmdstanpy - INFO - Chain [1] done processing 14:00:07 - cmdstanpy - INFO - Chain [1] start processing 14:00:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 120:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.684916 15.363127 56.109815
31 2025-08-31 36.553269 16.485384 56.219233
32 2025-09-30 36.425868 17.728762 56.739386
33 2025-10-31 36.294220 16.681666 55.017358
34 2025-11-30 36.166820 17.818709 55.653892
Forecast for Australia and Product 121:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.505566 15.943299 51.056681
31 2025-08-31 31.810383 14.402919 48.459435
32 2025-09-30 31.137625 14.447668 49.935772
33 2025-10-31 30.442442 11.705681 45.874916
34 2025-11-30 29.769684 13.555899 48.264007
14:00:07 - cmdstanpy - INFO - Chain [1] start processing 14:00:07 - cmdstanpy - INFO - Chain [1] done processing 14:00:07 - cmdstanpy - INFO - Chain [1] start processing 14:00:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 122:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.330898 0.601827 41.062166
31 2025-08-31 20.592808 -1.027517 41.504751
32 2025-09-30 19.878527 -0.340567 41.845617
33 2025-10-31 19.140437 -0.846708 39.135863
34 2025-11-30 18.426157 -0.677052 40.047967
Forecast for Australia and Product 123:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.294034 19.473868 56.201439
31 2025-08-31 38.440523 20.459580 56.394435
32 2025-09-30 38.582286 19.943091 56.310095
33 2025-10-31 38.728774 20.382721 57.439580
34 2025-11-30 38.870537 21.947474 56.357757
14:00:08 - cmdstanpy - INFO - Chain [1] start processing 14:00:08 - cmdstanpy - INFO - Chain [1] done processing 14:00:08 - cmdstanpy - INFO - Chain [1] start processing 14:00:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 124:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.071912 24.679373 68.995158
31 2025-08-31 47.630382 26.780296 67.266297
32 2025-09-30 48.170837 26.436332 69.022058
33 2025-10-31 48.729308 27.246659 71.422772
34 2025-11-30 49.269763 28.200278 70.546648
14:00:08 - cmdstanpy - INFO - Chain [1] start processing 14:00:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 125:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.029443 18.385387 57.924279
31 2025-08-31 36.815799 16.868306 56.848558
32 2025-09-30 36.609047 17.812346 55.013873
33 2025-10-31 36.395404 17.160499 57.031175
34 2025-11-30 36.188652 16.638856 57.332653
14:00:08 - cmdstanpy - INFO - Chain [1] start processing 14:00:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 126:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.830605 9.872595 56.938507
31 2025-08-31 32.038733 9.169850 56.059320
32 2025-09-30 31.272405 7.362341 53.893268
33 2025-10-31 30.480533 6.765494 53.763667
34 2025-11-30 29.714205 5.939990 53.863529
14:00:08 - cmdstanpy - INFO - Chain [1] start processing 14:00:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 127:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.161675 7.219909 35.845131
31 2025-08-31 20.377380 4.690214 33.467696
32 2025-09-30 19.618385 5.729935 33.387437
33 2025-10-31 18.834090 5.523768 33.619583
34 2025-11-30 18.075095 4.192733 31.486352
14:00:09 - cmdstanpy - INFO - Chain [1] start processing 14:00:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 128:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.753924 10.946437 43.567920
31 2025-08-31 27.001172 10.737215 43.527160
32 2025-09-30 26.272702 9.318498 42.723702
33 2025-10-31 25.519950 10.456582 41.446472
34 2025-11-30 24.791480 8.003237 40.334645
14:00:09 - cmdstanpy - INFO - Chain [1] start processing 14:00:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 129:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.773795 7.002514 43.799155
31 2025-08-31 24.982789 5.864227 44.274010
32 2025-09-30 24.217299 5.425402 43.220661
33 2025-10-31 23.426293 3.754360 41.107548
34 2025-11-30 22.660803 3.669362 41.938536
Forecast for Australia and Product 130:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.423440 17.285478 48.637882
31 2025-08-31 33.161980 17.670322 48.683230
32 2025-09-30 32.908955 16.129167 48.218247
33 2025-10-31 32.647495 17.352094 49.478868
34 2025-11-30 32.394470 16.179535 49.138849
14:00:09 - cmdstanpy - INFO - Chain [1] start processing 14:00:09 - cmdstanpy - INFO - Chain [1] done processing 14:00:09 - cmdstanpy - INFO - Chain [1] start processing 14:00:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 131:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.247354 20.481279 62.609405
31 2025-08-31 41.116761 19.137348 64.474229
32 2025-09-30 40.990381 19.236192 63.044868
33 2025-10-31 40.859789 18.909599 63.818356
34 2025-11-30 40.733408 17.445853 61.831050
14:00:09 - cmdstanpy - INFO - Chain [1] start processing 14:00:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 132:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.615593 3.669033 49.143354
31 2025-08-31 25.952161 3.954875 45.833276
32 2025-09-30 25.310131 4.223304 47.237990
33 2025-10-31 24.646699 1.994795 47.841376
34 2025-11-30 24.004668 3.181567 46.975536
Forecast for Australia and Product 133:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.561264 31.960163 71.172674
31 2025-08-31 50.866213 30.339848 71.698477
32 2025-09-30 51.161325 28.140632 71.686426
33 2025-10-31 51.466274 32.207368 72.624352
34 2025-11-30 51.761386 31.457172 73.147076
14:00:10 - cmdstanpy - INFO - Chain [1] start processing 14:00:10 - cmdstanpy - INFO - Chain [1] done processing 14:00:10 - cmdstanpy - INFO - Chain [1] start processing 14:00:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 134:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.761440 32.695641 61.854620
31 2025-08-31 48.194109 33.701292 63.242660
32 2025-09-30 48.612820 34.686643 62.134933
33 2025-10-31 49.045489 34.101244 63.503981
34 2025-11-30 49.464201 35.198744 63.965046
Forecast for Australia and Product 135:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.402039 13.124727 48.805518
31 2025-08-31 31.081980 14.242386 48.020829
32 2025-09-30 30.772246 13.312647 49.101966
33 2025-10-31 30.452188 11.333035 47.123566
34 2025-11-30 30.142454 12.471481 47.440819
14:00:10 - cmdstanpy - INFO - Chain [1] start processing 14:00:10 - cmdstanpy - INFO - Chain [1] done processing 14:00:10 - cmdstanpy - INFO - Chain [1] start processing 14:00:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 136:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.595354 22.194522 70.186524
31 2025-08-31 48.111411 23.854039 71.322742
32 2025-09-30 48.610821 26.755979 71.937201
33 2025-10-31 49.126878 23.735604 72.856292
34 2025-11-30 49.626288 25.823870 74.733254
Forecast for Australia and Product 137:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.693239 27.643195 64.863533
31 2025-08-31 45.993929 28.987015 62.986485
32 2025-09-30 46.284920 29.534066 64.357987
33 2025-10-31 46.585610 28.244065 63.237461
34 2025-11-30 46.876600 29.463316 62.748969
14:00:11 - cmdstanpy - INFO - Chain [1] start processing 14:00:11 - cmdstanpy - INFO - Chain [1] done processing 14:00:11 - cmdstanpy - INFO - Chain [1] start processing 14:00:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 138:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.868855 16.115492 51.173239
31 2025-08-31 33.745481 15.386919 50.886642
32 2025-09-30 33.626088 15.387403 51.580268
33 2025-10-31 33.502714 15.913976 50.524761
34 2025-11-30 33.383321 14.910259 51.043619
14:00:11 - cmdstanpy - INFO - Chain [1] start processing 14:00:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 139:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.219970 15.590655 58.889478
31 2025-08-31 35.851367 11.188971 57.653671
32 2025-09-30 35.494654 13.340439 57.993507
33 2025-10-31 35.126051 12.132106 57.804721
34 2025-11-30 34.769338 12.979944 57.279215
Forecast for Australia and Product 140:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.161162 24.019988 60.924954
31 2025-08-31 42.130858 23.861158 60.434175
32 2025-09-30 42.101531 23.928155 61.925826
33 2025-10-31 42.071226 24.807290 59.670213
34 2025-11-30 42.041899 22.854825 60.812635
14:00:11 - cmdstanpy - INFO - Chain [1] start processing 14:00:11 - cmdstanpy - INFO - Chain [1] done processing 14:00:11 - cmdstanpy - INFO - Chain [1] start processing 14:00:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 141:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.525681 14.196439 44.635389
31 2025-08-31 28.109077 13.930078 43.055325
32 2025-09-30 27.705911 12.114216 41.949872
33 2025-10-31 27.289306 13.071580 42.776547
34 2025-11-30 26.886140 12.732377 40.788144
Forecast for Australia and Product 142:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.462466 20.569156 56.468048
31 2025-08-31 37.542787 20.566213 54.682656
32 2025-09-30 37.620516 20.088158 54.835980
33 2025-10-31 37.700836 20.463550 55.005000
34 2025-11-30 37.778565 20.061107 55.091299
14:00:12 - cmdstanpy - INFO - Chain [1] start processing 14:00:12 - cmdstanpy - INFO - Chain [1] done processing 14:00:12 - cmdstanpy - INFO - Chain [1] start processing 14:00:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 143:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.702911 17.379270 53.667493
31 2025-08-31 35.424526 16.402581 54.141463
32 2025-09-30 35.155120 17.399340 55.097867
33 2025-10-31 34.876734 15.052082 54.805514
34 2025-11-30 34.607329 16.221098 54.204402
14:00:12 - cmdstanpy - INFO - Chain [1] start processing 14:00:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 144:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.271822 22.568014 67.196765
31 2025-08-31 46.638915 21.563829 69.255200
32 2025-09-30 46.994167 23.334582 69.254693
33 2025-10-31 47.361260 23.863498 70.703333
34 2025-11-30 47.716511 24.463587 71.602797
Forecast for Australia and Product 145:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.610800 36.828038 75.949763
31 2025-08-31 57.382404 37.935749 76.957944
32 2025-09-30 58.129118 37.770785 78.203313
33 2025-10-31 58.900722 39.334939 78.546807
34 2025-11-30 59.647435 38.820091 80.112968
14:00:12 - cmdstanpy - INFO - Chain [1] start processing 14:00:12 - cmdstanpy - INFO - Chain [1] done processing 14:00:13 - cmdstanpy - INFO - Chain [1] start processing 14:00:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 146:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.634321 29.017679 59.788417
31 2025-08-31 44.952625 31.169614 58.518013
32 2025-09-30 45.260662 30.683696 60.041301
33 2025-10-31 45.578966 30.360846 59.418890
34 2025-11-30 45.887002 31.726757 61.565836
Forecast for Australia and Product 147:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.666464 18.926639 67.631339
31 2025-08-31 42.604636 17.545779 68.616414
32 2025-09-30 42.544803 16.012769 66.837334
33 2025-10-31 42.482976 18.420208 65.472694
34 2025-11-30 42.423143 18.011733 66.020030
14:00:13 - cmdstanpy - INFO - Chain [1] start processing 14:00:13 - cmdstanpy - INFO - Chain [1] done processing 14:00:13 - cmdstanpy - INFO - Chain [1] start processing 14:00:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 148:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.578387 15.507034 44.945530
31 2025-08-31 30.279476 15.881445 45.193696
32 2025-09-30 29.990207 16.349160 44.156724
33 2025-10-31 29.691295 16.142572 42.067379
34 2025-11-30 29.402026 16.112247 42.871694
14:00:13 - cmdstanpy - INFO - Chain [1] start processing 14:00:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 149:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.899352 9.396832 43.552750
31 2025-08-31 25.425468 8.245519 42.210009
32 2025-09-30 24.966870 7.108396 43.831954
33 2025-10-31 24.492987 8.104305 42.543794
34 2025-11-30 24.034389 6.426651 40.952130
Forecast for Australia and Product 150:
ds yhat yhat_lower yhat_upper
29 2025-07-31 39.760594 25.821301 52.404645
30 2025-08-31 40.029887 27.603083 52.727741
31 2025-09-30 40.290493 27.521859 53.600356
32 2025-10-31 40.559787 26.941934 54.434844
33 2025-11-30 40.820393 28.719823 54.371419
14:00:13 - cmdstanpy - INFO - Chain [1] start processing 14:00:14 - cmdstanpy - INFO - Chain [1] done processing 14:00:14 - cmdstanpy - INFO - Chain [1] start processing 14:00:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 151:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.480038 1.818477 52.552426
31 2025-08-31 25.599213 0.456482 49.416968
32 2025-09-30 24.746801 0.145457 47.501036
33 2025-10-31 23.865976 0.532288 48.850686
34 2025-11-30 23.013565 -0.434993 48.772698
Forecast for Australia and Product 152:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.073612 24.725311 57.437623
31 2025-08-31 40.340946 22.990969 57.073839
32 2025-09-30 40.599657 24.521230 57.538455
33 2025-10-31 40.866991 24.196726 57.420648
34 2025-11-30 41.125701 23.769764 57.762807
14:00:14 - cmdstanpy - INFO - Chain [1] start processing 14:00:14 - cmdstanpy - INFO - Chain [1] done processing 14:00:14 - cmdstanpy - INFO - Chain [1] start processing 14:00:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 153:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.241263 26.951369 63.332780
31 2025-08-31 45.273987 27.370242 63.272027
32 2025-09-30 45.305656 25.929880 64.722553
33 2025-10-31 45.338380 24.612822 63.775132
34 2025-11-30 45.370048 25.660407 62.850334
14:00:14 - cmdstanpy - INFO - Chain [1] start processing 14:00:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 154:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.417487 19.929324 73.463359
31 2025-08-31 47.851859 20.814751 74.358205
32 2025-09-30 48.272219 20.461084 74.940187
33 2025-10-31 48.706592 21.336803 75.611729
34 2025-11-30 49.126952 22.587967 77.693885
Forecast for Australia and Product 155:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.000194 19.423115 52.121063
31 2025-08-31 35.896327 16.826327 55.374588
32 2025-09-30 35.795810 17.552566 53.157893
33 2025-10-31 35.691943 16.382598 53.604932
34 2025-11-30 35.591427 18.384324 54.372768
14:00:14 - cmdstanpy - INFO - Chain [1] start processing 14:00:15 - cmdstanpy - INFO - Chain [1] done processing 14:00:15 - cmdstanpy - INFO - Chain [1] start processing 14:00:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 156:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.279889 13.896434 54.198711
31 2025-08-31 34.276618 13.161248 53.861877
32 2025-09-30 34.273452 14.870266 53.333458
33 2025-10-31 34.270180 14.860417 53.899417
34 2025-11-30 34.267014 15.549355 54.534156
14:00:15 - cmdstanpy - INFO - Chain [1] start processing 14:00:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 157:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.701214 14.264914 54.758717
31 2025-08-31 34.738979 15.760593 53.024613
32 2025-09-30 34.775527 16.883921 54.502770
33 2025-10-31 34.813293 14.719178 56.138010
34 2025-11-30 34.849840 16.184936 53.610084
Forecast for Australia and Product 158:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.693760 25.350932 56.745040
31 2025-08-31 40.666750 25.076074 56.396787
32 2025-09-30 40.640611 24.719973 57.491170
33 2025-10-31 40.613600 24.270362 56.981228
34 2025-11-30 40.587461 23.256617 57.339022
14:00:15 - cmdstanpy - INFO - Chain [1] start processing 14:00:15 - cmdstanpy - INFO - Chain [1] done processing 14:00:15 - cmdstanpy - INFO - Chain [1] start processing 14:00:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 159:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.062001 14.002594 47.193257
31 2025-08-31 30.706222 13.765646 47.749058
32 2025-09-30 30.361919 13.651513 46.110693
33 2025-10-31 30.006140 12.631017 45.424421
34 2025-11-30 29.661837 13.573491 45.746618
Forecast for Australia and Product 160:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.496561 17.761141 58.792010
31 2025-08-31 37.299615 16.813204 56.890823
32 2025-09-30 37.109022 15.843487 55.846063
33 2025-10-31 36.912076 18.248065 55.894126
34 2025-11-30 36.721483 17.644787 56.274761
14:00:15 - cmdstanpy - INFO - Chain [1] start processing 14:00:15 - cmdstanpy - INFO - Chain [1] done processing 14:00:16 - cmdstanpy - INFO - Chain [1] start processing 14:00:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 161:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.364019 25.439307 72.966544
31 2025-08-31 49.668104 25.089080 72.311397
32 2025-09-30 49.962379 26.887565 74.373402
33 2025-10-31 50.266463 25.842056 74.441259
34 2025-11-30 50.560738 26.468601 75.614874
Forecast for Australia and Product 162:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.339671 16.223009 51.535333
31 2025-08-31 33.067658 15.854599 50.387480
32 2025-09-30 32.804420 14.113054 50.041822
33 2025-10-31 32.532407 15.928226 50.299961
34 2025-11-30 32.269169 14.624986 50.278824
14:00:16 - cmdstanpy - INFO - Chain [1] start processing 14:00:16 - cmdstanpy - INFO - Chain [1] done processing 14:00:16 - cmdstanpy - INFO - Chain [1] start processing 14:00:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 163:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.676927 27.364975 66.811903
31 2025-08-31 48.895165 30.057171 67.880347
32 2025-09-30 49.106362 27.616357 68.466816
33 2025-10-31 49.324599 29.739805 68.876025
34 2025-11-30 49.535797 27.989382 69.220536
Forecast for Australia and Product 164:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.559195 21.270942 72.843960
31 2025-08-31 47.655139 21.902152 72.353667
32 2025-09-30 47.747988 22.817899 72.680327
33 2025-10-31 47.843932 22.976001 74.803375
34 2025-11-30 47.936780 22.421754 72.658208
14:00:16 - cmdstanpy - INFO - Chain [1] start processing 14:00:16 - cmdstanpy - INFO - Chain [1] done processing 14:00:16 - cmdstanpy - INFO - Chain [1] start processing 14:00:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 165:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.958490 31.385175 67.583054
31 2025-08-31 50.281186 31.910289 67.303812
32 2025-09-30 50.593473 32.760821 68.286401
33 2025-10-31 50.916168 32.348420 66.387401
34 2025-11-30 51.228455 32.816474 69.028913
Forecast for Australia and Product 166:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.499897 22.793211 53.920726
31 2025-08-31 38.388362 24.081357 55.678608
32 2025-09-30 38.280424 21.862750 54.479151
33 2025-10-31 38.168889 22.126240 53.788229
34 2025-11-30 38.060951 22.391427 55.163914
14:00:17 - cmdstanpy - INFO - Chain [1] start processing 14:00:17 - cmdstanpy - INFO - Chain [1] done processing 14:00:17 - cmdstanpy - INFO - Chain [1] start processing 14:00:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 167:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.211220 26.263794 69.739659
31 2025-08-31 48.507128 25.473115 71.523246
32 2025-09-30 48.793492 26.868456 71.550817
33 2025-10-31 49.089401 27.298405 71.857231
34 2025-11-30 49.375764 27.256366 69.373007
Forecast for Australia and Product 168:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.933292 23.679665 67.591171
31 2025-08-31 46.251431 24.268553 68.662753
32 2025-09-30 46.559308 25.630674 69.077106
33 2025-10-31 46.877447 24.359285 69.637131
34 2025-11-30 47.185324 26.130869 69.018352
14:00:17 - cmdstanpy - INFO - Chain [1] start processing 14:00:17 - cmdstanpy - INFO - Chain [1] done processing 14:00:17 - cmdstanpy - INFO - Chain [1] start processing 14:00:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 169:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.061263 21.223106 67.361540
31 2025-08-31 43.109023 19.426596 69.554232
32 2025-09-30 43.155242 16.809299 68.282410
33 2025-10-31 43.203002 20.518987 66.032125
34 2025-11-30 43.249221 19.378307 66.938836
Forecast for Australia and Product 170:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.498451 7.867517 51.322181
31 2025-08-31 31.159519 9.648190 53.831298
32 2025-09-30 30.831521 7.329186 51.327628
33 2025-10-31 30.492589 8.811392 51.697074
34 2025-11-30 30.164590 8.061073 51.788966
14:00:17 - cmdstanpy - INFO - Chain [1] start processing 14:00:17 - cmdstanpy - INFO - Chain [1] done processing 14:00:18 - cmdstanpy - INFO - Chain [1] start processing 14:00:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 171:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.966400 22.833721 62.258155
31 2025-08-31 43.220759 23.020082 62.994873
32 2025-09-30 43.466914 23.270390 62.713489
33 2025-10-31 43.721274 23.738146 64.100805
34 2025-11-30 43.967428 25.675820 62.822285
Forecast for Australia and Product 172:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.858926 26.347253 54.123061
31 2025-08-31 40.123230 26.639165 54.451271
32 2025-09-30 40.379009 25.309230 54.377444
33 2025-10-31 40.643313 26.464165 54.675859
34 2025-11-30 40.899091 27.281619 54.727524
14:00:18 - cmdstanpy - INFO - Chain [1] start processing 14:00:18 - cmdstanpy - INFO - Chain [1] done processing 14:00:18 - cmdstanpy - INFO - Chain [1] start processing 14:00:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 173:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.408583 16.288822 60.811723
31 2025-08-31 39.312034 15.455383 60.646433
32 2025-09-30 39.218600 17.034596 61.568112
33 2025-10-31 39.122052 16.861214 63.049080
34 2025-11-30 39.028618 16.865251 61.635285
Forecast for Australia and Product 174:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.903469 15.953323 66.925643
31 2025-08-31 41.807385 18.010213 68.514301
32 2025-09-30 41.714400 15.048896 67.926380
33 2025-10-31 41.618317 17.142056 67.103620
34 2025-11-30 41.525332 15.582093 67.488461
14:00:18 - cmdstanpy - INFO - Chain [1] start processing 14:00:18 - cmdstanpy - INFO - Chain [1] done processing 14:00:18 - cmdstanpy - INFO - Chain [1] start processing 14:00:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 175:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.023792 17.444365 48.507224
31 2025-08-31 31.605984 15.003441 47.704059
32 2025-09-30 31.201654 14.219993 47.102060
33 2025-10-31 30.783847 13.120024 47.440928
34 2025-11-30 30.379517 13.104443 46.007429
14:00:19 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 176:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.249941 15.244786 48.367929
31 2025-08-31 31.594758 14.983737 47.149895
32 2025-09-30 30.960709 14.763911 48.154351
33 2025-10-31 30.305526 13.225447 46.909277
34 2025-11-30 29.671478 14.143708 45.727061
14:00:19 - cmdstanpy - INFO - Chain [1] done processing 14:00:19 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 177:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.591572 35.132137 71.346840
31 2025-08-31 54.076425 35.726578 72.281263
32 2025-09-30 54.545637 38.288591 74.112727
33 2025-10-31 55.030490 37.636232 73.136695
34 2025-11-30 55.499703 36.932087 74.647293
14:00:19 - cmdstanpy - INFO - Chain [1] done processing 14:00:19 - cmdstanpy - INFO - Chain [1] start processing 14:00:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 178:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.112319 40.183158 67.187529
31 2025-08-31 54.919486 41.130752 68.944943
32 2025-09-30 55.700615 41.700405 68.680434
33 2025-10-31 56.507782 43.134159 70.001539
34 2025-11-30 57.288911 44.679167 71.475885
14:00:19 - cmdstanpy - INFO - Chain [1] start processing 14:00:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 179:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.787874 19.774480 59.718807
31 2025-08-31 38.622496 20.304011 57.176919
32 2025-09-30 38.462454 19.338126 57.203285
33 2025-10-31 38.297076 20.201883 57.054571
34 2025-11-30 38.137034 20.029454 59.598321
14:00:20 - cmdstanpy - INFO - Chain [1] start processing 14:00:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 180:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.372082 10.781232 53.244015
31 2025-08-31 31.722583 11.433605 54.921206
32 2025-09-30 31.094035 10.839583 51.539339
33 2025-10-31 30.444535 9.739405 51.307237
34 2025-11-30 29.815987 7.795852 51.836052
14:00:20 - cmdstanpy - INFO - Chain [1] start processing 14:00:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 181:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.801131 12.672307 53.844072
31 2025-08-31 33.636987 11.726190 54.595280
32 2025-09-30 33.478139 12.629802 53.639019
33 2025-10-31 33.313996 11.908037 52.067199
34 2025-11-30 33.155147 12.724141 53.667691
14:00:20 - cmdstanpy - INFO - Chain [1] start processing 14:00:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 182:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.260546 21.818138 59.979671
31 2025-08-31 40.101216 21.936067 58.799593
32 2025-09-30 39.947026 21.573177 59.436157
33 2025-10-31 39.787696 19.589055 58.079501
34 2025-11-30 39.633506 21.167783 58.691146
Forecast for Australia and Product 183:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.795253 22.738061 55.994273
31 2025-08-31 38.871369 22.128510 55.758198
32 2025-09-30 38.945029 22.741832 54.813771
33 2025-10-31 39.021144 23.221223 56.790857
34 2025-11-30 39.094804 22.157757 55.642653
14:00:20 - cmdstanpy - INFO - Chain [1] start processing 14:00:20 - cmdstanpy - INFO - Chain [1] done processing 14:00:20 - cmdstanpy - INFO - Chain [1] start processing 14:00:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 184:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.996188 14.142273 61.202624
31 2025-08-31 37.804628 13.808753 59.706751
32 2025-09-30 37.619248 14.865399 61.383210
33 2025-10-31 37.427688 13.957914 58.813847
34 2025-11-30 37.242307 14.370310 60.209267
14:00:21 - cmdstanpy - INFO - Chain [1] start processing 14:00:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 185:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.459497 20.627952 52.768869
31 2025-08-31 37.428409 20.946760 53.092991
32 2025-09-30 37.398325 19.936542 53.276973
33 2025-10-31 37.367237 19.703049 55.303913
34 2025-11-30 37.337152 20.510682 54.571189
14:00:21 - cmdstanpy - INFO - Chain [1] start processing 14:00:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 186:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.364688 4.431866 39.140332
31 2025-08-31 20.624908 3.808208 37.522878
32 2025-09-30 19.908993 1.740080 38.234288
33 2025-10-31 19.169213 1.345560 35.828827
34 2025-11-30 18.453297 1.451324 36.077123
14:00:21 - cmdstanpy - INFO - Chain [1] start processing 14:00:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 187:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.877496 7.744766 41.146657
31 2025-08-31 23.455981 5.515236 41.423050
32 2025-09-30 23.048062 6.029989 40.383861
33 2025-10-31 22.626546 5.359563 41.306942
34 2025-11-30 22.218628 3.973619 40.229985
Forecast for Australia and Product 188:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.625485 17.441714 53.142213
31 2025-08-31 35.668095 18.792724 54.465984
32 2025-09-30 35.709330 17.507423 52.488546
33 2025-10-31 35.751940 17.509141 53.840166
34 2025-11-30 35.793175 18.684869 53.042220
14:00:21 - cmdstanpy - INFO - Chain [1] start processing 14:00:21 - cmdstanpy - INFO - Chain [1] done processing 14:00:22 - cmdstanpy - INFO - Chain [1] start processing 14:00:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 189:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.362725 25.732983 74.763832
31 2025-08-31 51.677679 27.857290 77.444771
32 2025-09-30 51.982474 25.985438 77.296265
33 2025-10-31 52.297429 26.286431 76.988620
34 2025-11-30 52.602224 28.298244 76.761630
14:00:22 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 190:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.585511 7.336746 49.724846
31 2025-08-31 28.001884 7.731981 47.109304
32 2025-09-30 27.437084 7.180358 49.562446
33 2025-10-31 26.853457 5.447725 46.785702
34 2025-11-30 26.288657 5.221445 48.728526
14:00:22 - cmdstanpy - INFO - Chain [1] done processing 14:00:22 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 191:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.656563 25.834972 57.914155
31 2025-08-31 42.879540 24.252595 58.331575
32 2025-09-30 43.095324 26.173162 58.383363
33 2025-10-31 43.318300 26.985960 59.602358
34 2025-11-30 43.534084 26.249227 60.516343
14:00:22 - cmdstanpy - INFO - Chain [1] done processing 14:00:22 - cmdstanpy - INFO - Chain [1] start processing 14:00:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 192:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.883662 26.622329 63.081149
31 2025-08-31 46.397234 28.366159 64.300949
32 2025-09-30 46.894239 29.416262 65.157938
33 2025-10-31 47.407811 30.034734 64.563742
34 2025-11-30 47.904816 30.363341 66.360880
14:00:23 - cmdstanpy - INFO - Chain [1] start processing 14:00:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 193:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.263061 25.182844 71.311719
31 2025-08-31 49.890364 25.846921 72.695720
32 2025-09-30 50.497431 26.555722 73.735601
33 2025-10-31 51.124734 26.632007 75.674844
34 2025-11-30 51.731802 26.737204 75.761644
Forecast for Australia and Product 194:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.097968 27.313015 61.949074
31 2025-08-31 45.576366 27.742331 63.218610
32 2025-09-30 46.039331 27.667265 63.120068
33 2025-10-31 46.517729 28.953084 64.849693
34 2025-11-30 46.980694 30.571477 64.840098
14:00:23 - cmdstanpy - INFO - Chain [1] start processing 14:00:23 - cmdstanpy - INFO - Chain [1] done processing 14:00:23 - cmdstanpy - INFO - Chain [1] start processing 14:00:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 195:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.575301 39.816281 69.873685
31 2025-08-31 55.149228 40.633448 69.360726
32 2025-09-30 55.704642 41.561559 71.921536
33 2025-10-31 56.278569 40.948719 69.947235
34 2025-11-30 56.833983 42.476098 71.787954
Forecast for Australia and Product 196:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.989333 -0.392204 38.618564
31 2025-08-31 17.971438 -3.236324 39.513963
32 2025-09-30 16.986378 -3.736780 35.963266
33 2025-10-31 15.968482 -4.354732 35.907040
34 2025-11-30 14.983422 -5.700544 34.188458
14:00:23 - cmdstanpy - INFO - Chain [1] start processing 14:00:23 - cmdstanpy - INFO - Chain [1] done processing 14:00:24 - cmdstanpy - INFO - Chain [1] start processing 14:00:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 197:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.334975 17.963822 51.139555
31 2025-08-31 35.231791 19.438475 52.825794
32 2025-09-30 35.131935 19.253103 51.325922
33 2025-10-31 35.028751 19.233434 50.521747
34 2025-11-30 34.928895 19.544029 51.119534
14:00:24 - cmdstanpy - INFO - Chain [1] start processing 14:00:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 198:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.552555 35.988846 72.675774
31 2025-08-31 54.238892 34.340879 73.171334
32 2025-09-30 54.903088 36.048406 74.037171
33 2025-10-31 55.589424 36.746216 73.507392
34 2025-11-30 56.253620 37.715567 75.969584
14:00:24 - cmdstanpy - INFO - Chain [1] start processing 14:00:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 199:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.959004 20.748764 63.730679
31 2025-08-31 42.891698 21.249131 63.390471
32 2025-09-30 42.826563 19.055343 65.598444
33 2025-10-31 42.759257 20.873720 65.372136
34 2025-11-30 42.694122 19.451842 66.904916
14:00:24 - cmdstanpy - INFO - Chain [1] start processing 14:00:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 200:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.917640 36.432242 75.835424
31 2025-08-31 56.488834 37.285874 74.729660
32 2025-09-30 57.041602 36.055604 75.501808
33 2025-10-31 57.612795 38.877285 77.704182
34 2025-11-30 58.165563 39.366023 77.783568
Forecast for Australia and Product 201:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.765154 11.142405 54.062408
31 2025-08-31 32.529966 11.465492 54.772219
32 2025-09-30 32.302365 11.820017 53.865046
33 2025-10-31 32.067177 11.041488 52.557512
34 2025-11-30 31.839576 8.583879 52.693264
14:00:24 - cmdstanpy - INFO - Chain [1] start processing 14:00:24 - cmdstanpy - INFO - Chain [1] done processing 14:00:25 - cmdstanpy - INFO - Chain [1] start processing 14:00:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 202:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.747801 25.045633 56.189433
31 2025-08-31 39.741279 24.300362 55.630581
32 2025-09-30 39.734968 24.271928 55.497554
33 2025-10-31 39.728446 24.577235 54.666103
34 2025-11-30 39.722135 24.906704 55.184407
14:00:25 - cmdstanpy - INFO - Chain [1] start processing 14:00:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 203:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.708942 22.722502 56.139193
31 2025-08-31 39.809701 22.267212 56.721033
32 2025-09-30 39.907209 24.115418 56.932024
33 2025-10-31 40.007968 23.695917 56.980031
34 2025-11-30 40.105477 22.823402 56.718062
Forecast for Australia and Product 204:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.883112 17.812788 53.005168
31 2025-08-31 34.610630 17.490455 51.874676
32 2025-09-30 34.346938 16.960714 51.581219
33 2025-10-31 34.074456 17.562188 51.830357
34 2025-11-30 33.810764 16.263560 51.796665
14:00:25 - cmdstanpy - INFO - Chain [1] start processing 14:00:25 - cmdstanpy - INFO - Chain [1] done processing 14:00:25 - cmdstanpy - INFO - Chain [1] start processing 14:00:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 205:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.218105 20.966061 65.910008
31 2025-08-31 42.467628 21.603782 64.703292
32 2025-09-30 42.709102 20.327391 65.684635
33 2025-10-31 42.958626 20.380924 64.904238
34 2025-11-30 43.200100 19.925036 65.835630
14:00:25 - cmdstanpy - INFO - Chain [1] start processing 14:00:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 206:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.229075 -1.296517 37.123855
31 2025-08-31 16.871546 -0.827696 35.021239
32 2025-09-30 15.557808 -1.678426 34.268843
33 2025-10-31 14.200279 -4.100918 32.418486
34 2025-11-30 12.886542 -5.773849 30.498005
14:00:26 - cmdstanpy - INFO - Chain [1] start processing 14:00:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 207:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.006023 19.453073 57.573436
31 2025-08-31 37.983760 18.120197 57.443599
32 2025-09-30 37.962215 18.222332 56.410931
33 2025-10-31 37.939951 18.577683 56.464075
34 2025-11-30 37.918406 19.759190 58.397139
Forecast for Australia and Product 208:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.302134 20.530354 64.481265
31 2025-08-31 41.408384 16.462480 62.937712
32 2025-09-30 41.511208 18.879671 62.944906
33 2025-10-31 41.617459 20.875840 64.581862
34 2025-11-30 41.720282 20.116542 65.411177
14:00:26 - cmdstanpy - INFO - Chain [1] start processing 14:00:26 - cmdstanpy - INFO - Chain [1] done processing 14:00:26 - cmdstanpy - INFO - Chain [1] start processing 14:00:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 209:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.793022 17.228745 65.457180
31 2025-08-31 39.541318 14.431873 64.477607
32 2025-09-30 39.297733 15.022740 64.073408
33 2025-10-31 39.046028 14.559861 64.058020
34 2025-11-30 38.802443 13.758126 65.871750
14:00:26 - cmdstanpy - INFO - Chain [1] start processing 14:00:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 210:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.268500 30.672648 63.744473
31 2025-08-31 47.856222 32.550964 64.165472
32 2025-09-30 48.424985 31.505388 63.523611
33 2025-10-31 49.012706 31.897195 65.489598
34 2025-11-30 49.581469 33.249479 67.173875
14:00:27 - cmdstanpy - INFO - Chain [1] start processing 14:00:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 211:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.939061 19.805884 57.910112
31 2025-08-31 38.737705 17.938715 58.421102
32 2025-09-30 38.542844 17.955525 59.204469
33 2025-10-31 38.341487 18.924050 58.624103
34 2025-11-30 38.146627 16.489506 57.824041
14:00:27 - cmdstanpy - INFO - Chain [1] start processing 14:00:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 212:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.943059 16.351680 55.414543
31 2025-08-31 34.555383 14.461251 54.810985
32 2025-09-30 34.180212 14.895872 53.760587
33 2025-10-31 33.792535 13.997712 53.634176
34 2025-11-30 33.417364 12.784604 52.831401
14:00:27 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 213:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.681753 30.354139 57.324356
31 2025-08-31 44.680069 30.726698 58.009126
32 2025-09-30 44.678440 30.282765 58.424291
33 2025-10-31 44.676757 31.107279 58.353663
34 2025-11-30 44.675128 30.583411 58.985786
14:00:27 - cmdstanpy - INFO - Chain [1] done processing 14:00:27 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 214:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.688557 13.609275 53.337923
31 2025-08-31 33.076407 13.421935 54.727770
32 2025-09-30 32.484003 11.918711 51.013086
33 2025-10-31 31.871853 11.845005 51.558000
34 2025-11-30 31.279449 12.556260 51.813154
14:00:27 - cmdstanpy - INFO - Chain [1] done processing 14:00:28 - cmdstanpy - INFO - Chain [1] start processing 14:00:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 215:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.450004 29.890083 61.257426
31 2025-08-31 45.992535 29.497584 61.893907
32 2025-09-30 46.517566 30.508309 62.543646
33 2025-10-31 47.060097 31.241296 62.381813
34 2025-11-30 47.585128 32.463131 63.762672
14:00:28 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 216:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.776977 -0.546846 40.714097
31 2025-08-31 20.005202 -0.157478 41.034510
32 2025-09-30 19.258323 -0.498755 40.857033
33 2025-10-31 18.486548 -3.452120 37.925031
34 2025-11-30 17.739669 -1.605669 38.714068
14:00:28 - cmdstanpy - INFO - Chain [1] done processing 14:00:28 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 217:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.619765 32.278273 73.355645
31 2025-08-31 53.153299 33.128570 71.783777
32 2025-09-30 53.669621 33.797977 73.214168
33 2025-10-31 54.203155 33.866121 73.906707
34 2025-11-30 54.719478 35.100795 73.669215
14:00:28 - cmdstanpy - INFO - Chain [1] done processing 14:00:28 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 218:
ds yhat yhat_lower yhat_upper
30 2025-07-31 62.599404 35.037807 94.270062
31 2025-08-31 63.445617 34.318905 94.540500
32 2025-09-30 64.264532 35.185351 95.347617
33 2025-10-31 65.110745 35.671207 95.317385
34 2025-11-30 65.929661 35.692526 96.336638
14:00:29 - cmdstanpy - INFO - Chain [1] done processing 14:00:29 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 219:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.155567 16.523900 47.562529
31 2025-08-31 31.783746 16.397840 46.375756
32 2025-09-30 31.423920 16.553151 46.756361
33 2025-10-31 31.052100 16.080028 45.948270
34 2025-11-30 30.692273 16.668089 45.684429
14:00:29 - cmdstanpy - INFO - Chain [1] done processing 14:00:29 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 220:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.160583 18.516427 51.432859
31 2025-08-31 34.135670 19.518268 50.458312
32 2025-09-30 34.111560 17.212114 51.239198
33 2025-10-31 34.086647 18.527126 51.585573
34 2025-11-30 34.062537 18.012288 51.307676
14:00:29 - cmdstanpy - INFO - Chain [1] done processing 14:00:29 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 221:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.041696 23.209866 67.393522
31 2025-08-31 45.018453 22.126798 66.353603
32 2025-09-30 44.995959 23.649102 69.085332
33 2025-10-31 44.972715 23.566808 68.062189
34 2025-11-30 44.950221 22.976904 67.609244
14:00:29 - cmdstanpy - INFO - Chain [1] done processing 14:00:30 - cmdstanpy - INFO - Chain [1] start processing 14:00:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 222:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.965885 27.292192 57.916613
31 2025-08-31 43.136605 27.073039 60.177279
32 2025-09-30 43.301817 26.697722 59.197316
33 2025-10-31 43.472537 27.266003 59.719727
34 2025-11-30 43.637750 27.494521 60.019231
14:00:30 - cmdstanpy - INFO - Chain [1] start processing 14:00:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 223:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.433036 13.960155 55.197399
31 2025-08-31 33.059967 12.100106 53.386932
32 2025-09-30 32.698933 12.424130 54.104550
33 2025-10-31 32.325865 11.830243 53.069332
34 2025-11-30 31.964831 11.822015 52.399765
14:00:30 - cmdstanpy - INFO - Chain [1] start processing 14:00:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 224:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.927942 8.126456 52.896253
31 2025-08-31 30.453592 8.916385 51.863698
32 2025-09-30 29.994543 7.928107 51.370348
33 2025-10-31 29.520192 7.501380 51.240951
34 2025-11-30 29.061143 7.052360 52.056952
Forecast for Australia and Product 225:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.171616 20.752364 45.724592
31 2025-08-31 33.099620 21.263172 44.608642
32 2025-09-30 33.029946 20.292571 44.576007
33 2025-10-31 32.957950 21.252990 45.374992
34 2025-11-30 32.888276 20.264059 44.338875
14:00:30 - cmdstanpy - INFO - Chain [1] start processing 14:00:30 - cmdstanpy - INFO - Chain [1] done processing 14:00:30 - cmdstanpy - INFO - Chain [1] start processing 14:00:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 226:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.782380 32.256943 68.888971
31 2025-08-31 51.424503 31.031017 70.681623
32 2025-09-30 52.045913 31.871428 70.686440
33 2025-10-31 52.688037 35.174542 70.527794
34 2025-11-30 53.309447 33.947027 71.188796
Forecast for Australia and Product 227:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.514358 18.231699 55.226233
31 2025-08-31 36.253185 19.133195 55.781629
32 2025-09-30 36.000436 18.421300 54.258248
33 2025-10-31 35.739262 18.350388 52.853493
34 2025-11-30 35.486514 16.747371 54.567122
14:00:31 - cmdstanpy - INFO - Chain [1] start processing 14:00:31 - cmdstanpy - INFO - Chain [1] done processing 14:00:31 - cmdstanpy - INFO - Chain [1] start processing 14:00:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 228:
ds yhat yhat_lower yhat_upper
29 2025-07-31 23.696814 2.964215 44.615677
30 2025-08-31 22.915846 -0.940889 44.832033
31 2025-09-30 22.160070 -0.409097 44.737827
32 2025-10-31 21.379102 -0.926377 44.249880
33 2025-11-30 20.623326 -2.449549 43.838439
Forecast for Australia and Product 229:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.606511 35.893287 77.517063
31 2025-08-31 57.334337 37.212115 75.077563
32 2025-09-30 58.038685 37.778413 77.778059
33 2025-10-31 58.766511 39.560538 78.915472
34 2025-11-30 59.470858 39.632131 80.046009
14:00:31 - cmdstanpy - INFO - Chain [1] start processing 14:00:31 - cmdstanpy - INFO - Chain [1] done processing 14:00:31 - cmdstanpy - INFO - Chain [1] start processing 14:00:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 230:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.540701 29.290844 64.248644
31 2025-08-31 46.429726 28.207617 63.164964
32 2025-09-30 46.322330 28.386462 63.434893
33 2025-10-31 46.211355 28.389954 63.490868
34 2025-11-30 46.103959 28.404451 63.319502
14:00:31 - cmdstanpy - INFO - Chain [1] start processing 14:00:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 231:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.942879 22.365013 61.690238
31 2025-08-31 41.935296 22.597271 61.827234
32 2025-09-30 41.927959 21.834214 62.223596
33 2025-10-31 41.920376 21.519344 61.136176
34 2025-11-30 41.913038 22.656465 61.895082
Forecast for Australia and Product 232:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.679472 6.562811 42.759517
31 2025-08-31 24.348216 7.142512 42.392086
32 2025-09-30 24.027646 4.145272 41.800154
33 2025-10-31 23.696390 5.902491 41.924973
34 2025-11-30 23.375820 6.722295 40.913996
14:00:32 - cmdstanpy - INFO - Chain [1] start processing 14:00:32 - cmdstanpy - INFO - Chain [1] done processing 14:00:32 - cmdstanpy - INFO - Chain [1] start processing 14:00:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 233:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.251454 16.491315 52.932686
31 2025-08-31 34.092716 14.744678 52.325241
32 2025-09-30 33.939099 15.943157 52.783226
33 2025-10-31 33.780361 14.067385 53.846931
34 2025-11-30 33.626744 15.346823 52.472086
Forecast for Australia and Product 234:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.975042 27.685208 54.730599
31 2025-08-31 41.078309 27.931389 55.521029
32 2025-09-30 41.178245 26.665853 53.800669
33 2025-10-31 41.281513 27.224826 54.499668
34 2025-11-30 41.381449 27.701206 54.795343
14:00:32 - cmdstanpy - INFO - Chain [1] start processing 14:00:32 - cmdstanpy - INFO - Chain [1] done processing 14:00:32 - cmdstanpy - INFO - Chain [1] start processing 14:00:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 235:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.278376 22.540006 55.107831
31 2025-08-31 38.039845 23.125734 53.683525
32 2025-09-30 37.809009 21.940560 53.610233
33 2025-10-31 37.570478 21.883501 53.022128
34 2025-11-30 37.339642 22.382572 53.672003
Forecast for Australia and Product 236:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.169757 18.884521 56.941292
31 2025-08-31 39.050470 20.359849 58.926003
32 2025-09-30 38.935030 20.291845 58.617933
33 2025-10-31 38.815743 20.335625 57.413863
34 2025-11-30 38.700304 20.196259 57.225592
14:00:32 - cmdstanpy - INFO - Chain [1] start processing 14:00:32 - cmdstanpy - INFO - Chain [1] done processing 14:00:32 - cmdstanpy - INFO - Chain [1] start processing 14:00:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 237:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.129560 23.827808 55.096573
31 2025-08-31 39.078130 23.511275 53.208000
32 2025-09-30 39.028359 24.133867 52.779756
33 2025-10-31 38.976929 24.134371 53.436590
34 2025-11-30 38.927158 23.825703 53.860751
Forecast for Australia and Product 238:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.480470 16.018459 64.564029
31 2025-08-31 40.473867 14.932214 64.534237
32 2025-09-30 40.467478 15.208327 66.483515
33 2025-10-31 40.460875 16.541503 64.069100
34 2025-11-30 40.454485 14.766469 65.678842
14:00:33 - cmdstanpy - INFO - Chain [1] start processing 14:00:33 - cmdstanpy - INFO - Chain [1] done processing 14:00:33 - cmdstanpy - INFO - Chain [1] start processing 14:00:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 239:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.593086 21.453775 52.581114
31 2025-08-31 37.401887 22.179213 53.323212
32 2025-09-30 37.216856 21.810382 53.328754
33 2025-10-31 37.025657 22.325609 52.567070
34 2025-11-30 36.840626 21.196730 52.578478
Forecast for Australia and Product 240:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.567646 12.444479 42.456174
31 2025-08-31 28.052873 13.443530 42.590817
32 2025-09-30 27.554705 12.109362 41.854023
33 2025-10-31 27.039932 11.899600 41.722829
34 2025-11-30 26.541765 11.142162 40.801080
14:00:33 - cmdstanpy - INFO - Chain [1] start processing 14:00:33 - cmdstanpy - INFO - Chain [1] done processing 14:00:33 - cmdstanpy - INFO - Chain [1] start processing 14:00:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 241:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.103280 17.684663 59.496925
31 2025-08-31 38.248805 17.363069 59.680013
32 2025-09-30 38.389635 18.347322 59.967875
33 2025-10-31 38.535160 17.254623 58.446997
34 2025-11-30 38.675990 18.623433 58.846646
Forecast for Australia and Product 242:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.352077 17.184362 50.325847
31 2025-08-31 34.059304 16.820638 50.677182
32 2025-09-30 33.775977 17.251620 48.906250
33 2025-10-31 33.483204 17.259968 50.336212
34 2025-11-30 33.199876 17.725777 50.481471
14:00:33 - cmdstanpy - INFO - Chain [1] start processing 14:00:33 - cmdstanpy - INFO - Chain [1] done processing 14:00:33 - cmdstanpy - INFO - Chain [1] start processing 14:00:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 243:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.745310 22.422017 58.777532
31 2025-08-31 41.813956 22.855775 58.750733
32 2025-09-30 41.880387 21.937407 63.001804
33 2025-10-31 41.949032 21.999826 60.261733
34 2025-11-30 42.015463 22.030938 60.211978
Forecast for Australia and Product 244:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.625086 7.023493 50.689583
31 2025-08-31 27.970229 5.917411 47.507489
32 2025-09-30 27.336496 4.969079 47.584692
33 2025-10-31 26.681639 3.769834 48.836323
34 2025-11-30 26.047907 4.665888 48.965160
14:00:34 - cmdstanpy - INFO - Chain [1] start processing 14:00:34 - cmdstanpy - INFO - Chain [1] done processing 14:00:34 - cmdstanpy - INFO - Chain [1] start processing 14:00:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 245:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.967580 9.114932 47.280057
31 2025-08-31 27.598367 8.306822 46.657502
32 2025-09-30 27.241065 7.738088 47.437204
33 2025-10-31 26.871852 7.411615 46.145019
34 2025-11-30 26.514549 7.912424 45.462522
Forecast for Australia and Product 246:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.046310 13.750708 47.128994
31 2025-08-31 29.825282 13.154100 46.818982
32 2025-09-30 29.611383 12.782701 46.348385
33 2025-10-31 29.390355 13.469424 46.700220
34 2025-11-30 29.176457 13.540677 43.524809
14:00:34 - cmdstanpy - INFO - Chain [1] start processing 14:00:34 - cmdstanpy - INFO - Chain [1] done processing 14:00:34 - cmdstanpy - INFO - Chain [1] start processing 14:00:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 247:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.193263 22.365600 64.075620
31 2025-08-31 43.096899 21.455902 61.486276
32 2025-09-30 43.003642 23.110796 64.541414
33 2025-10-31 42.907278 22.203819 63.619792
34 2025-11-30 42.814022 22.396104 62.753238
Forecast for Australia and Product 248:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.811113 15.473386 53.799960
31 2025-08-31 34.384811 15.400325 53.800121
32 2025-09-30 33.972260 14.623010 53.202205
33 2025-10-31 33.545957 14.133222 53.702256
34 2025-11-30 33.133406 13.622413 53.163495
14:00:34 - cmdstanpy - INFO - Chain [1] start processing 14:00:34 - cmdstanpy - INFO - Chain [1] done processing 14:00:35 - cmdstanpy - INFO - Chain [1] start processing 14:00:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 249:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.355059 6.573856 44.517718
31 2025-08-31 25.759489 7.419551 44.844370
32 2025-09-30 25.183131 6.956748 43.518511
33 2025-10-31 24.587561 6.085634 42.898023
34 2025-11-30 24.011203 6.771900 43.994053
Forecast for Australia and Product 250:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.469210 35.190000 62.312209
31 2025-08-31 49.038458 34.962314 63.824840
32 2025-09-30 49.589343 35.328822 64.089292
33 2025-10-31 50.158591 37.319180 64.803027
34 2025-11-30 50.709477 36.087501 64.003710
14:00:35 - cmdstanpy - INFO - Chain [1] start processing 14:00:35 - cmdstanpy - INFO - Chain [1] done processing 14:00:35 - cmdstanpy - INFO - Chain [1] start processing 14:00:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 251:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.783803 14.988426 55.520512
31 2025-08-31 34.489734 16.387019 53.189482
32 2025-09-30 34.205151 15.262383 52.593314
33 2025-10-31 33.911082 13.966082 53.708215
34 2025-11-30 33.626499 13.769608 54.279593
Forecast for Australia and Product 252:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.899398 26.203505 63.880259
31 2025-08-31 45.890657 25.388237 66.168128
32 2025-09-30 45.882197 28.727469 65.063444
33 2025-10-31 45.873455 25.534495 64.792230
34 2025-11-30 45.864995 26.522812 64.392971
14:00:35 - cmdstanpy - INFO - Chain [1] start processing 14:00:35 - cmdstanpy - INFO - Chain [1] done processing 14:00:35 - cmdstanpy - INFO - Chain [1] start processing 14:00:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 253:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.953931 13.107012 57.829348
31 2025-08-31 35.698279 14.432463 58.347968
32 2025-09-30 35.450873 11.899265 56.348926
33 2025-10-31 35.195221 12.608161 57.736577
34 2025-11-30 34.947816 12.315291 56.539534
Forecast for Australia and Product 254:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.631101 26.290041 64.665202
31 2025-08-31 44.856057 26.148443 63.530025
32 2025-09-30 45.073757 27.359788 63.806485
33 2025-10-31 45.298714 26.995000 63.299447
34 2025-11-30 45.516414 26.343808 62.993909
14:00:36 - cmdstanpy - INFO - Chain [1] start processing 14:00:36 - cmdstanpy - INFO - Chain [1] done processing 14:00:36 - cmdstanpy - INFO - Chain [1] start processing 14:00:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 255:
ds yhat yhat_lower yhat_upper
30 2025-07-31 63.952165 40.689191 85.730078
31 2025-08-31 65.038530 43.604013 86.065921
32 2025-09-30 66.089851 44.464894 87.812806
33 2025-10-31 67.176216 44.907502 90.191055
34 2025-11-30 68.227538 45.815426 90.852670
Forecast for Australia and Product 256:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.515531 27.628961 65.716495
31 2025-08-31 47.041952 27.048907 65.345191
32 2025-09-30 47.551393 27.548934 68.809555
33 2025-10-31 48.077815 26.474508 66.563477
34 2025-11-30 48.587255 28.909842 69.505542
14:00:36 - cmdstanpy - INFO - Chain [1] start processing 14:00:36 - cmdstanpy - INFO - Chain [1] done processing 14:00:36 - cmdstanpy - INFO - Chain [1] start processing 14:00:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 257:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.672274 24.607505 62.910701
31 2025-08-31 44.848965 25.802650 64.990350
32 2025-09-30 45.019956 25.123485 65.884402
33 2025-10-31 45.196646 26.215737 63.797942
34 2025-11-30 45.367637 24.501741 64.960314
Forecast for Australia and Product 258:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.164210 26.146197 59.364024
31 2025-08-31 43.275507 26.866585 61.260837
32 2025-09-30 43.383214 26.048872 60.529736
33 2025-10-31 43.494511 25.943960 59.993706
34 2025-11-30 43.602218 26.946502 60.099652
14:00:36 - cmdstanpy - INFO - Chain [1] start processing 14:00:36 - cmdstanpy - INFO - Chain [1] done processing 14:00:36 - cmdstanpy - INFO - Chain [1] start processing 14:00:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 259:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.222884 22.213341 68.816279
31 2025-08-31 45.311448 23.193523 69.339731
32 2025-09-30 45.397155 23.776124 70.560956
33 2025-10-31 45.485718 24.424246 69.418503
34 2025-11-30 45.571425 21.907306 66.605130
14:00:37 - cmdstanpy - INFO - Chain [1] start processing 14:00:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 260:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.446875 24.429402 66.306063
31 2025-08-31 45.808954 23.541395 66.619843
32 2025-09-30 46.159352 24.457576 65.861441
33 2025-10-31 46.521431 26.365764 65.819492
34 2025-11-30 46.871829 26.277479 69.374092
Forecast for Australia and Product 261:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.047678 18.122334 55.761025
31 2025-08-31 36.918557 19.104281 55.125937
32 2025-09-30 36.793602 18.499764 55.921302
33 2025-10-31 36.664481 16.689729 56.106203
34 2025-11-30 36.539525 17.320839 54.293791
14:00:37 - cmdstanpy - INFO - Chain [1] start processing 14:00:37 - cmdstanpy - INFO - Chain [1] done processing 14:00:37 - cmdstanpy - INFO - Chain [1] start processing 14:00:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 262:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.455305 14.661148 62.012955
31 2025-08-31 39.622024 17.298675 62.447452
32 2025-09-30 39.783364 16.262863 63.053289
33 2025-10-31 39.950082 16.359515 64.553411
34 2025-11-30 40.111423 15.169942 62.614837
Forecast for Australia and Product 263:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.706778 6.645074 40.185723
31 2025-08-31 23.083253 7.435483 39.329499
32 2025-09-30 22.479842 7.175903 39.051863
33 2025-10-31 21.856317 5.180827 37.313038
34 2025-11-30 21.252905 5.724526 37.214159
14:00:37 - cmdstanpy - INFO - Chain [1] start processing 14:00:37 - cmdstanpy - INFO - Chain [1] done processing 14:00:37 - cmdstanpy - INFO - Chain [1] start processing 14:00:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 264:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.987413 7.731878 50.216597
31 2025-08-31 27.585619 6.504516 49.232779
32 2025-09-30 27.196786 8.478927 49.123433
33 2025-10-31 26.794991 5.116631 47.394531
34 2025-11-30 26.406158 4.809741 47.435800
Forecast for Australia and Product 265:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.722448 32.712448 63.596294
31 2025-08-31 49.202028 34.131470 63.626939
32 2025-09-30 49.666137 34.281943 65.966950
33 2025-10-31 50.145717 33.621668 66.498466
34 2025-11-30 50.609826 34.816101 67.069573
14:00:38 - cmdstanpy - INFO - Chain [1] start processing 14:00:38 - cmdstanpy - INFO - Chain [1] done processing 14:00:38 - cmdstanpy - INFO - Chain [1] start processing 14:00:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 266:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.282918 18.590724 52.204530
31 2025-08-31 36.184066 17.942653 52.112071
32 2025-09-30 36.088403 18.054697 54.089749
33 2025-10-31 35.989552 19.975869 53.014244
34 2025-11-30 35.893889 17.651356 53.764081
Forecast for Australia and Product 267:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.050775 6.249181 51.077981
31 2025-08-31 28.284230 7.177789 50.308564
32 2025-09-30 27.542412 4.045235 48.012735
33 2025-10-31 26.775867 4.577093 46.956451
34 2025-11-30 26.034049 4.306159 46.708538
14:00:38 - cmdstanpy - INFO - Chain [1] start processing 14:00:38 - cmdstanpy - INFO - Chain [1] done processing 14:00:38 - cmdstanpy - INFO - Chain [1] start processing 14:00:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 268:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.778315 6.015175 38.368033
31 2025-08-31 22.083270 5.639523 38.813180
32 2025-09-30 21.410645 4.329924 37.306186
33 2025-10-31 20.715600 3.545567 36.417178
34 2025-11-30 20.042975 3.211612 37.832245
Forecast for Australia and Product 269:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.791823 19.533711 58.768924
31 2025-08-31 40.073414 20.322842 59.287328
32 2025-09-30 40.345922 20.461003 59.288963
33 2025-10-31 40.627514 22.036010 59.003308
34 2025-11-30 40.900022 23.404156 60.492729
14:00:38 - cmdstanpy - INFO - Chain [1] start processing 14:00:38 - cmdstanpy - INFO - Chain [1] done processing 14:00:38 - cmdstanpy - INFO - Chain [1] start processing 14:00:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 270:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.252900 26.040111 60.943569
31 2025-08-31 43.327221 25.704384 60.112345
32 2025-09-30 43.399145 23.971734 59.988859
33 2025-10-31 43.473466 24.686805 61.860408
34 2025-11-30 43.545390 26.925486 60.612098
Forecast for Australia and Product 271:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.650687 32.695690 69.147044
31 2025-08-31 51.410462 35.428303 68.675008
32 2025-09-30 52.145728 34.778427 70.241760
33 2025-10-31 52.905502 36.715447 71.330996
34 2025-11-30 53.640768 36.171461 71.469388
14:00:39 - cmdstanpy - INFO - Chain [1] start processing 14:00:39 - cmdstanpy - INFO - Chain [1] done processing 14:00:39 - cmdstanpy - INFO - Chain [1] start processing 14:00:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 272:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.046532 20.309055 60.819481
31 2025-08-31 40.035935 18.006196 61.472652
32 2025-09-30 40.025680 17.228282 60.269596
33 2025-10-31 40.015083 19.607460 60.533146
34 2025-11-30 40.004828 19.735055 61.781476
Forecast for Australia and Product 273:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.173975 11.957553 45.459054
31 2025-08-31 28.754816 11.914762 45.217840
32 2025-09-30 28.349178 11.826731 45.605633
33 2025-10-31 27.930019 11.614090 46.547442
34 2025-11-30 27.524382 10.338094 43.807180
14:00:39 - cmdstanpy - INFO - Chain [1] start processing 14:00:39 - cmdstanpy - INFO - Chain [1] done processing 14:00:39 - cmdstanpy - INFO - Chain [1] start processing 14:00:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 274:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.141153 38.844858 71.329640
31 2025-08-31 55.923929 39.333659 72.788139
32 2025-09-30 56.681454 40.222466 74.494684
33 2025-10-31 57.464230 41.127365 74.980572
34 2025-11-30 58.221755 41.781422 75.319893
Forecast for Australia and Product 275:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.203506 14.802810 50.028785
31 2025-08-31 32.976913 15.258115 49.206480
32 2025-09-30 32.757630 17.517319 50.097378
33 2025-10-31 32.531037 16.538815 48.684965
34 2025-11-30 32.311753 16.041921 48.841200
14:00:39 - cmdstanpy - INFO - Chain [1] start processing 14:00:39 - cmdstanpy - INFO - Chain [1] done processing 14:00:39 - cmdstanpy - INFO - Chain [1] start processing 14:00:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 276:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.805473 23.308548 61.551555
31 2025-08-31 41.792888 23.965918 60.871606
32 2025-09-30 41.780710 22.689730 60.507552
33 2025-10-31 41.768125 22.334917 61.155077
34 2025-11-30 41.755947 23.046472 62.024951
Forecast for Australia and Product 277:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.243693 26.235963 64.376618
31 2025-08-31 46.089112 26.710873 64.991188
32 2025-09-30 45.939519 25.923069 65.739669
33 2025-10-31 45.784938 26.077842 64.132338
34 2025-11-30 45.635345 27.014159 64.469677
14:00:40 - cmdstanpy - INFO - Chain [1] start processing 14:00:40 - cmdstanpy - INFO - Chain [1] done processing 14:00:40 - cmdstanpy - INFO - Chain [1] start processing 14:00:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 278:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.004126 19.450918 63.282455
31 2025-08-31 41.984591 21.107052 62.882577
32 2025-09-30 41.965686 21.822144 63.982509
33 2025-10-31 41.946151 18.573063 63.008176
34 2025-11-30 41.927246 18.465287 62.546333
Forecast for Australia and Product 279:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.460256 21.975538 54.327574
31 2025-08-31 38.746162 22.368605 54.679622
32 2025-09-30 39.022845 23.544271 55.552509
33 2025-10-31 39.308751 22.991770 56.256104
34 2025-11-30 39.585435 23.559541 54.982366
14:00:40 - cmdstanpy - INFO - Chain [1] start processing 14:00:40 - cmdstanpy - INFO - Chain [1] done processing 14:00:40 - cmdstanpy - INFO - Chain [1] start processing 14:00:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 280:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.000564 9.385296 52.762604
31 2025-08-31 31.668329 10.292577 55.395656
32 2025-09-30 31.346811 9.258809 53.327868
33 2025-10-31 31.014576 9.422013 53.754659
34 2025-11-30 30.693058 8.541766 50.601831
Forecast for Australia and Product 281:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.612567 11.024031 48.662698
31 2025-08-31 29.085691 10.370210 47.675269
32 2025-09-30 28.575811 10.433388 48.797483
33 2025-10-31 28.048935 8.189458 47.786935
34 2025-11-30 27.539055 8.232663 47.298977
14:00:40 - cmdstanpy - INFO - Chain [1] start processing 14:00:40 - cmdstanpy - INFO - Chain [1] done processing 14:00:41 - cmdstanpy - INFO - Chain [1] start processing 14:00:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 282:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.565468 14.641934 47.320566
31 2025-08-31 31.188150 15.226687 47.550289
32 2025-09-30 30.823005 15.090189 47.757294
33 2025-10-31 30.445687 13.223532 45.888777
34 2025-11-30 30.080542 13.971994 47.531291
Forecast for Australia and Product 283:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.687077 36.767980 72.208398
31 2025-08-31 54.401902 36.368697 73.802545
32 2025-09-30 55.093667 36.947082 73.663655
33 2025-10-31 55.808492 38.498914 74.810907
34 2025-11-30 56.500258 39.365951 76.865730
14:00:41 - cmdstanpy - INFO - Chain [1] start processing 14:00:41 - cmdstanpy - INFO - Chain [1] done processing 14:00:41 - cmdstanpy - INFO - Chain [1] start processing 14:00:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 284:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.342081 10.065954 47.481547
31 2025-08-31 27.493080 10.799822 45.975247
32 2025-09-30 26.671467 8.176874 44.885212
33 2025-10-31 25.822466 7.156348 42.349186
34 2025-11-30 25.000853 6.120014 42.103134
Forecast for Australia and Product 285:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.805561 31.796279 73.206833
31 2025-08-31 53.365014 32.737770 72.398190
32 2025-09-30 53.906420 35.303267 72.546707
33 2025-10-31 54.465874 35.077386 75.700854
34 2025-11-30 55.007280 35.335815 74.935897
14:00:41 - cmdstanpy - INFO - Chain [1] start processing 14:00:41 - cmdstanpy - INFO - Chain [1] done processing 14:00:41 - cmdstanpy - INFO - Chain [1] start processing 14:00:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 286:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.996529 -4.203805 44.519690
31 2025-08-31 19.829190 -3.759423 43.564761
32 2025-09-30 18.699506 -6.163101 43.739795
33 2025-10-31 17.532167 -6.572968 40.741582
34 2025-11-30 16.402484 -8.833509 42.014218
Forecast for Australia and Product 287:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.411989 29.147828 76.610583
31 2025-08-31 53.921291 29.941798 79.467465
32 2025-09-30 54.414164 31.102754 76.448329
33 2025-10-31 54.923467 31.326891 79.150631
34 2025-11-30 55.416340 31.175001 80.928299
14:00:41 - cmdstanpy - INFO - Chain [1] start processing 14:00:42 - cmdstanpy - INFO - Chain [1] done processing 14:00:42 - cmdstanpy - INFO - Chain [1] start processing 14:00:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 288:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.920720 29.314961 68.810764
31 2025-08-31 49.193947 30.470624 66.826319
32 2025-09-30 49.458359 31.164317 69.511722
33 2025-10-31 49.731586 29.454341 70.307859
34 2025-11-30 49.995998 30.324038 68.260595
Forecast for Australia and Product 289:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.103464 19.826930 56.988620
31 2025-08-31 39.433424 19.407594 58.567377
32 2025-09-30 39.752741 22.012633 57.977091
33 2025-10-31 40.082701 21.080083 58.201048
34 2025-11-30 40.402017 20.223810 58.700121
14:00:42 - cmdstanpy - INFO - Chain [1] start processing 14:00:42 - cmdstanpy - INFO - Chain [1] done processing 14:00:42 - cmdstanpy - INFO - Chain [1] start processing 14:00:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 290:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.340453 -0.842417 45.325814
31 2025-08-31 21.158750 -1.858105 43.200987
32 2025-09-30 20.015167 -3.012653 41.939198
33 2025-10-31 18.833464 -3.368349 42.564368
34 2025-11-30 17.689881 -5.407152 41.686982
Forecast for Australia and Product 291:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.708371 20.565115 69.966503
31 2025-08-31 45.805741 21.393775 71.086860
32 2025-09-30 45.899970 22.390461 69.726909
33 2025-10-31 45.997339 21.076526 69.065066
34 2025-11-30 46.091568 20.540343 69.754118
14:00:42 - cmdstanpy - INFO - Chain [1] start processing 14:00:42 - cmdstanpy - INFO - Chain [1] done processing 14:00:42 - cmdstanpy - INFO - Chain [1] start processing 14:00:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 292:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.846014 23.360481 67.861667
31 2025-08-31 44.868490 22.537851 65.288277
32 2025-09-30 44.890241 23.848813 66.152324
33 2025-10-31 44.912717 24.480324 68.457730
34 2025-11-30 44.934468 24.344863 67.809432
Forecast for Australia and Product 293:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.918594 30.597968 72.817678
31 2025-08-31 52.356316 29.760277 75.672592
32 2025-09-30 52.779917 29.825984 75.067744
33 2025-10-31 53.217639 30.312431 75.793012
34 2025-11-30 53.641241 31.055705 75.748679
14:00:43 - cmdstanpy - INFO - Chain [1] start processing 14:00:43 - cmdstanpy - INFO - Chain [1] done processing 14:00:43 - cmdstanpy - INFO - Chain [1] start processing 14:00:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 294:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.960947 1.145193 50.017424
31 2025-08-31 24.938872 0.324142 49.543892
32 2025-09-30 23.949767 -0.151382 50.313603
33 2025-10-31 22.927692 -3.870572 46.675639
34 2025-11-30 21.938587 -3.595709 46.646617
Forecast for Australia and Product 295:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.666505 9.404859 52.407758
31 2025-08-31 31.323026 10.444835 52.198808
32 2025-09-30 30.990626 10.420241 51.022412
33 2025-10-31 30.647147 9.813734 54.208027
34 2025-11-30 30.314748 9.791979 50.541699
14:00:43 - cmdstanpy - INFO - Chain [1] start processing 14:00:43 - cmdstanpy - INFO - Chain [1] done processing 14:00:43 - cmdstanpy - INFO - Chain [1] start processing 14:00:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 296:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.846938 19.687817 52.884207
31 2025-08-31 36.719604 19.240011 54.559823
32 2025-09-30 36.596376 18.783580 52.892711
33 2025-10-31 36.469042 18.559582 53.349352
34 2025-11-30 36.345814 18.474046 54.509630
Forecast for Australia and Product 297:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.831913 24.237393 60.430216
31 2025-08-31 43.073392 25.601612 62.810281
32 2025-09-30 43.307082 25.797112 59.984021
33 2025-10-31 43.548561 25.555901 61.571130
34 2025-11-30 43.782251 26.327469 61.275774
14:00:43 - cmdstanpy - INFO - Chain [1] start processing 14:00:43 - cmdstanpy - INFO - Chain [1] done processing 14:00:43 - cmdstanpy - INFO - Chain [1] start processing 14:00:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 298:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.624309 15.756522 54.807155
31 2025-08-31 35.405220 16.277341 54.317586
32 2025-09-30 35.193198 16.243420 53.670044
33 2025-10-31 34.974109 15.873914 53.717495
34 2025-11-30 34.762088 16.734355 54.082259
Forecast for Australia and Product 299:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.911318 31.417713 71.436714
31 2025-08-31 52.301978 33.966486 70.918087
32 2025-09-30 52.680036 33.241748 72.064492
33 2025-10-31 53.070696 33.710354 73.787229
34 2025-11-30 53.448754 34.734768 71.779228
14:00:44 - cmdstanpy - INFO - Chain [1] start processing 14:00:44 - cmdstanpy - INFO - Chain [1] done processing 14:00:44 - cmdstanpy - INFO - Chain [1] start processing 14:00:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 300:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.175037 30.058358 66.237799
31 2025-08-31 48.520225 31.465104 64.898353
32 2025-09-30 48.854278 30.757118 65.911642
33 2025-10-31 49.199466 32.962792 65.975306
34 2025-11-30 49.533519 32.356237 66.809069
Forecast for Australia and Product 301:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.421188 31.455056 76.705444
31 2025-08-31 53.993655 30.255238 76.299836
32 2025-09-30 54.547656 32.182491 77.388727
33 2025-10-31 55.120123 32.285036 77.629824
34 2025-11-30 55.674123 34.040526 78.607716
14:00:44 - cmdstanpy - INFO - Chain [1] start processing 14:00:44 - cmdstanpy - INFO - Chain [1] done processing 14:00:44 - cmdstanpy - INFO - Chain [1] start processing 14:00:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 302:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.144320 17.811711 64.443716
31 2025-08-31 40.971386 15.937368 67.259363
32 2025-09-30 40.804029 16.609697 64.546611
33 2025-10-31 40.631095 17.199737 64.000791
34 2025-11-30 40.463738 17.402963 63.919156
Forecast for Australia and Product 303:
ds yhat yhat_lower yhat_upper
30 2025-07-31 62.989962 44.474163 81.348995
31 2025-08-31 64.175519 46.487143 83.155530
32 2025-09-30 65.322833 47.452478 82.667782
33 2025-10-31 66.508391 49.384899 84.665331
34 2025-11-30 67.655705 49.891206 85.707014
14:00:44 - cmdstanpy - INFO - Chain [1] start processing 14:00:44 - cmdstanpy - INFO - Chain [1] done processing 14:00:45 - cmdstanpy - INFO - Chain [1] start processing 14:00:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 304:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.951436 25.424045 77.723181
31 2025-08-31 51.499262 25.337588 75.733900
32 2025-09-30 52.029416 25.956529 78.405301
33 2025-10-31 52.577242 26.130320 78.358876
34 2025-11-30 53.107396 29.394262 78.428374
Forecast for Australia and Product 305:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.333173 17.028531 54.786747
31 2025-08-31 36.231785 17.008639 55.451324
32 2025-09-30 36.133668 16.853237 53.996377
33 2025-10-31 36.032280 16.800586 54.257541
34 2025-11-30 35.934163 16.825574 53.949759
14:00:45 - cmdstanpy - INFO - Chain [1] start processing 14:00:45 - cmdstanpy - INFO - Chain [1] done processing 14:00:45 - cmdstanpy - INFO - Chain [1] start processing 14:00:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 306:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.477400 2.846327 39.173948
31 2025-08-31 19.485004 0.847197 38.120541
32 2025-09-30 18.524620 0.254116 37.625998
33 2025-10-31 17.532224 -0.925636 36.047904
34 2025-11-30 16.571840 0.456885 35.371199
Forecast for Australia and Product 307:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.714128 38.687886 79.195672
31 2025-08-31 59.574537 38.942677 79.035383
32 2025-09-30 60.407190 42.857999 81.211137
33 2025-10-31 61.267598 42.119596 80.402151
34 2025-11-30 62.100252 41.291491 82.151894
14:00:45 - cmdstanpy - INFO - Chain [1] start processing 14:00:45 - cmdstanpy - INFO - Chain [1] done processing 14:00:45 - cmdstanpy - INFO - Chain [1] start processing 14:00:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 308:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.799086 20.439582 61.889862
31 2025-08-31 40.981946 20.621327 61.368711
32 2025-09-30 41.158907 21.438092 60.785055
33 2025-10-31 41.341766 21.907269 60.292136
34 2025-11-30 41.518727 21.131787 62.949637
Forecast for Australia and Product 309:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.517070 9.820267 51.858565
31 2025-08-31 31.011465 9.590051 50.899383
32 2025-09-30 30.522170 9.048496 51.547013
33 2025-10-31 30.016565 9.487673 50.626606
34 2025-11-30 29.527270 8.153211 49.603324
14:00:45 - cmdstanpy - INFO - Chain [1] start processing 14:00:45 - cmdstanpy - INFO - Chain [1] done processing 14:00:46 - cmdstanpy - INFO - Chain [1] start processing 14:00:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 310:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.271077 15.574686 60.260958
31 2025-08-31 37.141349 15.675289 59.110634
32 2025-09-30 37.015807 14.118379 58.867528
33 2025-10-31 36.886079 15.701678 58.334184
34 2025-11-30 36.760536 15.033539 59.164680
Forecast for Australia and Product 311:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.196937 19.547688 52.546931
31 2025-08-31 37.078616 18.311314 54.156842
32 2025-09-30 36.964112 20.554079 53.214568
33 2025-10-31 36.845791 19.733072 52.831882
34 2025-11-30 36.731286 19.644427 53.095555
14:00:46 - cmdstanpy - INFO - Chain [1] start processing 14:00:46 - cmdstanpy - INFO - Chain [1] done processing 14:00:46 - cmdstanpy - INFO - Chain [1] start processing 14:00:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 312:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.749259 22.528202 51.398781
31 2025-08-31 36.600946 21.472195 49.542625
32 2025-09-30 36.457418 21.017936 49.704662
33 2025-10-31 36.309105 22.104354 50.637446
34 2025-11-30 36.165577 22.036816 50.515476
Forecast for Australia and Product 313:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.131722 24.644638 55.120366
31 2025-08-31 39.840569 23.826262 55.675171
32 2025-09-30 39.558807 23.258733 54.655899
33 2025-10-31 39.267654 24.007900 53.932136
34 2025-11-30 38.985892 23.880756 55.002661
14:00:46 - cmdstanpy - INFO - Chain [1] start processing 14:00:46 - cmdstanpy - INFO - Chain [1] done processing 14:00:46 - cmdstanpy - INFO - Chain [1] start processing 14:00:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 314:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.539638 31.495594 74.265443
31 2025-08-31 54.234639 33.382437 73.871571
32 2025-09-30 54.907221 36.302394 76.512568
33 2025-10-31 55.602222 36.006132 74.422834
34 2025-11-30 56.274804 36.185676 75.920246
Forecast for Australia and Product 315:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.846638 22.043424 55.739330
31 2025-08-31 38.583226 21.936933 55.119483
32 2025-09-30 38.328310 21.973604 55.322403
33 2025-10-31 38.064898 20.866860 53.812916
34 2025-11-30 37.809983 19.631025 55.400187
14:00:47 - cmdstanpy - INFO - Chain [1] start processing 14:00:47 - cmdstanpy - INFO - Chain [1] done processing 14:00:47 - cmdstanpy - INFO - Chain [1] start processing 14:00:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 316:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.026198 25.338279 60.916403
31 2025-08-31 44.135169 26.969298 59.967356
32 2025-09-30 44.240625 29.080855 61.257342
33 2025-10-31 44.349596 26.573102 61.216699
34 2025-11-30 44.455052 27.689780 60.907173
Forecast for Australia and Product 317:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.396016 4.857621 43.505519
31 2025-08-31 24.638215 6.239780 43.987817
32 2025-09-30 23.904859 3.088115 43.910213
33 2025-10-31 23.147057 4.012538 42.382916
34 2025-11-30 22.413701 3.001649 40.923017
14:00:47 - cmdstanpy - INFO - Chain [1] start processing 14:00:47 - cmdstanpy - INFO - Chain [1] done processing 14:00:47 - cmdstanpy - INFO - Chain [1] start processing 14:00:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 318:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.360961 33.317677 58.098128
31 2025-08-31 45.424568 32.811725 58.375967
32 2025-09-30 45.486122 33.487713 57.705326
33 2025-10-31 45.549728 32.423794 57.794319
34 2025-11-30 45.611282 33.210689 58.135933
Forecast for Australia and Product 319:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.195548 10.676687 51.937199
31 2025-08-31 30.878980 10.835088 51.617056
32 2025-09-30 30.572623 9.523793 51.567446
33 2025-10-31 30.256055 9.814605 49.003189
34 2025-11-30 29.949698 9.818483 50.369574
14:00:47 - cmdstanpy - INFO - Chain [1] start processing 14:00:47 - cmdstanpy - INFO - Chain [1] done processing 14:00:48 - cmdstanpy - INFO - Chain [1] start processing 14:00:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 320:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.555377 21.686877 57.916650
31 2025-08-31 39.338861 20.003467 57.202657
32 2025-09-30 39.129329 20.744681 58.728499
33 2025-10-31 38.912813 19.628923 58.684152
34 2025-11-30 38.703282 18.894452 59.271614
Forecast for Australia and Product 321:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.795813 19.202797 64.316619
31 2025-08-31 41.833914 21.047339 63.873579
32 2025-09-30 41.870785 19.913159 62.023578
33 2025-10-31 41.908886 22.630968 62.450117
34 2025-11-30 41.945758 20.875437 62.019052
14:00:48 - cmdstanpy - INFO - Chain [1] start processing 14:00:48 - cmdstanpy - INFO - Chain [1] done processing 14:00:48 - cmdstanpy - INFO - Chain [1] start processing 14:00:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 322:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.634317 6.692806 43.191574
31 2025-08-31 25.074695 8.331195 42.120434
32 2025-09-30 24.533126 5.312128 43.183482
33 2025-10-31 23.973504 7.496161 42.550093
34 2025-11-30 23.431934 5.495385 42.154180
Forecast for Australia and Product 323:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.391923 24.288285 59.813973
31 2025-08-31 42.689128 24.377534 61.053444
32 2025-09-30 42.976744 25.083585 61.007787
33 2025-10-31 43.273948 25.120417 62.140378
34 2025-11-30 43.561565 26.412404 60.651197
14:00:48 - cmdstanpy - INFO - Chain [1] start processing 14:00:48 - cmdstanpy - INFO - Chain [1] done processing 14:00:48 - cmdstanpy - INFO - Chain [1] start processing 14:00:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 324:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.981398 4.319592 37.724722
31 2025-08-31 21.088065 4.556096 37.515433
32 2025-09-30 20.223549 2.783787 37.610223
33 2025-10-31 19.330216 3.376663 35.283355
34 2025-11-30 18.465700 0.936086 34.873971
Forecast for Australia and Product 325:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.261155 21.269539 50.780914
31 2025-08-31 35.261380 19.989425 49.550714
32 2025-09-30 35.261599 20.568708 48.821535
33 2025-10-31 35.261824 20.220155 49.396229
34 2025-11-30 35.262042 21.007650 49.782342
14:00:48 - cmdstanpy - INFO - Chain [1] start processing 14:00:48 - cmdstanpy - INFO - Chain [1] done processing 14:00:49 - cmdstanpy - INFO - Chain [1] start processing 14:00:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 326:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.188832 35.048710 67.802878
31 2025-08-31 51.613039 35.765767 67.481751
32 2025-09-30 52.023562 35.172178 67.771658
33 2025-10-31 52.447770 36.042039 67.597034
34 2025-11-30 52.858293 36.288651 69.647584
Forecast for Australia and Product 327:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.654317 24.478563 58.377689
31 2025-08-31 41.805977 25.800928 56.651064
32 2025-09-30 41.952744 25.402864 58.293563
33 2025-10-31 42.104404 26.409607 58.712683
34 2025-11-30 42.251172 25.969865 58.598326
14:00:49 - cmdstanpy - INFO - Chain [1] start processing 14:00:49 - cmdstanpy - INFO - Chain [1] done processing 14:00:49 - cmdstanpy - INFO - Chain [1] start processing 14:00:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 328:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.816608 16.578556 57.797794
31 2025-08-31 36.653603 16.159379 56.174238
32 2025-09-30 36.495856 15.092116 55.254776
33 2025-10-31 36.332851 15.932664 57.209653
34 2025-11-30 36.175104 14.696557 57.076618
Forecast for Australia and Product 329:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.338702 10.484807 49.697828
31 2025-08-31 29.859420 9.247986 50.211081
32 2025-09-30 29.395599 9.021452 50.222229
33 2025-10-31 28.916317 8.541675 48.737213
34 2025-11-30 28.452496 7.947949 50.640252
14:00:49 - cmdstanpy - INFO - Chain [1] start processing 14:00:49 - cmdstanpy - INFO - Chain [1] done processing 14:00:49 - cmdstanpy - INFO - Chain [1] start processing 14:00:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 330:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.265557 31.683831 63.882429
31 2025-08-31 47.655402 31.838640 63.358401
32 2025-09-30 48.032671 31.626275 63.076795
33 2025-10-31 48.422516 32.109884 64.674990
34 2025-11-30 48.799785 33.003709 64.419345
Forecast for Australia and Product 331:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.993467 15.798605 53.080240
31 2025-08-31 34.794160 17.527482 53.091634
32 2025-09-30 34.601283 15.677983 52.389738
33 2025-10-31 34.401976 17.587515 53.700440
34 2025-11-30 34.209099 16.414201 52.457506
14:00:49 - cmdstanpy - INFO - Chain [1] start processing 14:00:50 - cmdstanpy - INFO - Chain [1] done processing 14:00:50 - cmdstanpy - INFO - Chain [1] start processing 14:00:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 332:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.316009 23.773390 62.689337
31 2025-08-31 43.581924 25.021856 63.505216
32 2025-09-30 43.839261 24.316691 62.923388
33 2025-10-31 44.105176 24.866590 62.902459
34 2025-11-30 44.362512 26.252062 63.750976
Forecast for Australia and Product 333:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.332297 29.333834 68.575669
31 2025-08-31 48.704538 28.537086 68.755958
32 2025-09-30 49.064771 29.421962 69.281925
33 2025-10-31 49.437012 30.716767 70.762052
34 2025-11-30 49.797245 30.604856 68.792931
14:00:50 - cmdstanpy - INFO - Chain [1] start processing 14:00:50 - cmdstanpy - INFO - Chain [1] done processing 14:00:50 - cmdstanpy - INFO - Chain [1] start processing 14:00:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 334:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.627611 11.105417 51.662761
31 2025-08-31 30.215950 10.409428 51.517885
32 2025-09-30 29.817568 9.676484 49.056069
33 2025-10-31 29.405907 8.166997 49.724618
34 2025-11-30 29.007525 7.949517 49.857471
Forecast for Australia and Product 335:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.375894 29.746338 64.479384
31 2025-08-31 47.000924 29.226825 63.512826
32 2025-09-30 47.605792 30.919833 65.584943
33 2025-10-31 48.230822 29.972606 64.614487
34 2025-11-30 48.835690 32.525603 66.794075
14:00:50 - cmdstanpy - INFO - Chain [1] start processing 14:00:50 - cmdstanpy - INFO - Chain [1] done processing 14:00:50 - cmdstanpy - INFO - Chain [1] start processing 14:00:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 336:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.619888 1.627607 44.627138
31 2025-08-31 22.886774 2.314792 43.831034
32 2025-09-30 22.177308 0.849086 43.450738
33 2025-10-31 21.444194 0.314992 42.942391
34 2025-11-30 20.734728 -0.183423 42.374627
Forecast for Australia and Product 337:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.990938 19.704585 51.854258
31 2025-08-31 35.623391 19.526695 49.955682
32 2025-09-30 35.267700 20.345842 50.631427
33 2025-10-31 34.900153 20.562884 49.882439
34 2025-11-30 34.544463 18.337381 50.804080
14:00:51 - cmdstanpy - INFO - Chain [1] start processing 14:00:51 - cmdstanpy - INFO - Chain [1] done processing 14:00:51 - cmdstanpy - INFO - Chain [1] start processing 14:00:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 338:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.048304 12.606780 62.427382
31 2025-08-31 37.815680 14.419277 62.045586
32 2025-09-30 37.590560 14.197000 61.682158
33 2025-10-31 37.357936 13.539812 59.870662
34 2025-11-30 37.132816 14.008517 61.627845
Forecast for Australia and Product 339:
ds yhat yhat_lower yhat_upper
30 2025-07-31 62.094405 38.576601 86.455055
31 2025-08-31 62.977477 39.434539 85.769299
32 2025-09-30 63.832063 40.709633 88.007437
33 2025-10-31 64.715135 39.511181 90.202082
34 2025-11-30 65.569721 42.239535 88.954074
14:00:51 - cmdstanpy - INFO - Chain [1] start processing 14:00:51 - cmdstanpy - INFO - Chain [1] done processing 14:00:51 - cmdstanpy - INFO - Chain [1] start processing 14:00:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 340:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.459558 0.065184 55.463317
31 2025-08-31 26.692149 -0.558260 53.548322
32 2025-09-30 25.949496 -0.247137 52.836889
33 2025-10-31 25.182087 -1.811658 51.795016
34 2025-11-30 24.439434 -1.867529 51.570193
Forecast for Australia and Product 341:
ds yhat yhat_lower yhat_upper
30 2025-07-31 64.133201 37.010063 91.828579
31 2025-08-31 65.395782 37.556304 89.805835
32 2025-09-30 66.617634 41.732031 95.657591
33 2025-10-31 67.880214 41.133916 94.882693
34 2025-11-30 69.102066 41.836845 95.980625
14:00:51 - cmdstanpy - INFO - Chain [1] start processing 14:00:51 - cmdstanpy - INFO - Chain [1] done processing 14:00:51 - cmdstanpy - INFO - Chain [1] start processing 14:00:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 342:
ds yhat yhat_lower yhat_upper
29 2025-07-31 26.010174 8.783890 43.942662
30 2025-08-31 25.133701 7.735958 41.880157
31 2025-09-30 24.285502 5.809456 41.833493
32 2025-10-31 23.409029 5.747145 41.542158
33 2025-11-30 22.560830 3.808050 40.336723
Forecast for Australia and Product 343:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.762325 29.528050 60.704538
31 2025-08-31 45.122603 30.123274 59.676137
32 2025-09-30 45.471258 29.128912 61.108770
33 2025-10-31 45.831536 31.028374 61.664385
34 2025-11-30 46.180192 31.279547 61.566040
14:00:52 - cmdstanpy - INFO - Chain [1] start processing 14:00:52 - cmdstanpy - INFO - Chain [1] done processing 14:00:52 - cmdstanpy - INFO - Chain [1] start processing 14:00:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 344:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.278097 22.463905 62.454799
31 2025-08-31 41.331620 20.717604 61.007276
32 2025-09-30 41.383417 21.496095 59.967297
33 2025-10-31 41.436940 22.720575 61.811250
34 2025-11-30 41.488736 21.729229 60.172194
Forecast for Australia and Product 345:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.533132 -2.603625 40.747337
31 2025-08-31 18.347169 -4.203833 41.278805
32 2025-09-30 17.199462 -5.455090 39.749382
33 2025-10-31 16.013499 -6.325850 36.832076
34 2025-11-30 14.865793 -8.347370 37.743459
14:00:52 - cmdstanpy - INFO - Chain [1] start processing 14:00:52 - cmdstanpy - INFO - Chain [1] done processing 14:00:52 - cmdstanpy - INFO - Chain [1] start processing 14:00:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 346:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.707788 25.801578 62.838846
31 2025-08-31 44.583949 24.488186 62.814329
32 2025-09-30 44.464104 25.288936 62.458652
33 2025-10-31 44.340265 25.630388 62.364452
34 2025-11-30 44.220421 25.642967 63.045293
Forecast for Australia and Product 347:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.180483 12.309455 52.838762
31 2025-08-31 31.789515 10.355470 51.906600
32 2025-09-30 31.411160 11.581663 51.091601
33 2025-10-31 31.020192 11.137592 49.710654
34 2025-11-30 30.641836 12.891672 49.626804
14:00:52 - cmdstanpy - INFO - Chain [1] start processing 14:00:52 - cmdstanpy - INFO - Chain [1] done processing 14:00:52 - cmdstanpy - INFO - Chain [1] start processing 14:00:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 348:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.855044 18.321794 52.356428
31 2025-08-31 34.362604 18.486389 50.750155
32 2025-09-30 33.886048 16.587933 51.378618
33 2025-10-31 33.393607 17.020907 49.987136
34 2025-11-30 32.917052 15.443909 49.985766
Forecast for Australia and Product 349:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.803949 33.650595 67.031247
31 2025-08-31 50.454947 32.770715 67.600026
32 2025-09-30 51.084946 35.025946 68.193098
33 2025-10-31 51.735945 33.393819 68.587310
34 2025-11-30 52.365944 34.900558 70.727561
14:00:53 - cmdstanpy - INFO - Chain [1] start processing 14:00:53 - cmdstanpy - INFO - Chain [1] done processing 14:00:53 - cmdstanpy - INFO - Chain [1] start processing 14:00:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 350:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.103004 21.153276 64.303570
31 2025-08-31 41.941012 18.924155 63.849138
32 2025-09-30 41.784246 20.639363 62.954031
33 2025-10-31 41.622254 20.941800 62.966794
34 2025-11-30 41.465487 19.480173 63.414332
Forecast for Australia and Product 351:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.426459 5.840752 49.616754
31 2025-08-31 26.680731 4.236295 48.863582
32 2025-09-30 25.959060 5.471211 47.666479
33 2025-10-31 25.213332 5.380246 48.666350
34 2025-11-30 24.491660 1.370461 45.634672
14:00:53 - cmdstanpy - INFO - Chain [1] start processing 14:00:53 - cmdstanpy - INFO - Chain [1] done processing 14:00:53 - cmdstanpy - INFO - Chain [1] start processing 14:00:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 352:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.376290 22.113988 54.949616
31 2025-08-31 38.152977 21.249337 54.884026
32 2025-09-30 37.936867 21.540948 54.090160
33 2025-10-31 37.713554 20.827908 52.996771
34 2025-11-30 37.497444 20.472180 53.560049
Forecast for Australia and Product 353:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.706204 33.082414 56.456116
31 2025-08-31 45.166136 34.055906 57.176932
32 2025-09-30 45.611231 34.511340 57.380539
33 2025-10-31 46.071163 34.695858 56.959351
34 2025-11-30 46.516259 35.906536 57.996100
14:00:53 - cmdstanpy - INFO - Chain [1] start processing 14:00:53 - cmdstanpy - INFO - Chain [1] done processing 14:00:53 - cmdstanpy - INFO - Chain [1] start processing 14:00:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 354:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.859001 7.597689 40.530797
31 2025-08-31 23.173809 7.774756 39.287476
32 2025-09-30 22.510720 6.574925 39.817996
33 2025-10-31 21.825528 5.883269 38.139876
34 2025-11-30 21.162440 5.158323 37.350998
14:00:54 - cmdstanpy - INFO - Chain [1] start processing 14:00:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 355:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.602515 21.274963 53.877456
31 2025-08-31 37.295635 20.045801 53.389204
32 2025-09-30 36.998654 19.080801 52.469311
33 2025-10-31 36.691774 20.031111 52.988405
34 2025-11-30 36.394793 20.427230 54.149302
14:00:54 - cmdstanpy - INFO - Chain [1] start processing 14:00:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 356:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.457290 24.485173 68.487282
31 2025-08-31 45.438204 22.998386 67.269057
32 2025-09-30 45.419733 22.703786 68.558218
33 2025-10-31 45.400647 20.603434 67.995089
34 2025-11-30 45.382177 20.250230 68.123910
Forecast for Australia and Product 357:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.686930 18.392752 55.765341
31 2025-08-31 36.407484 17.886981 54.531658
32 2025-09-30 36.137051 18.275584 53.894211
33 2025-10-31 35.857605 18.838909 54.111443
34 2025-11-30 35.587172 16.646170 53.601966
14:00:54 - cmdstanpy - INFO - Chain [1] start processing 14:00:54 - cmdstanpy - INFO - Chain [1] done processing 14:00:54 - cmdstanpy - INFO - Chain [1] start processing 14:00:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 358:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.231404 10.115216 46.179192
31 2025-08-31 26.834371 8.087202 44.033554
32 2025-09-30 26.450145 7.202690 43.638711
33 2025-10-31 26.053112 8.378452 43.773626
34 2025-11-30 25.668887 8.713219 43.466929
Forecast for Australia and Product 359:
ds yhat yhat_lower yhat_upper
30 2025-07-31 17.468166 -2.575350 35.754665
31 2025-08-31 16.458899 -3.670416 35.574467
32 2025-09-30 15.482189 -2.699277 34.862216
33 2025-10-31 14.472921 -5.441643 33.308171
34 2025-11-30 13.496211 -5.730689 31.567601
14:00:54 - cmdstanpy - INFO - Chain [1] start processing 14:00:54 - cmdstanpy - INFO - Chain [1] done processing 14:00:55 - cmdstanpy - INFO - Chain [1] start processing 14:00:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 360:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.238225 17.040200 60.974790
31 2025-08-31 37.980638 15.062511 58.946968
32 2025-09-30 37.731360 15.499173 61.495387
33 2025-10-31 37.473773 13.917989 58.326034
34 2025-11-30 37.224495 16.389952 57.361179
Forecast for Australia and Product 361:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.156415 6.354047 66.501593
31 2025-08-31 37.053108 7.292113 67.570372
32 2025-09-30 36.953134 6.506544 66.895632
33 2025-10-31 36.849827 7.211775 66.770240
34 2025-11-30 36.749852 8.140025 64.447957
14:00:55 - cmdstanpy - INFO - Chain [1] start processing 14:00:55 - cmdstanpy - INFO - Chain [1] done processing 14:00:55 - cmdstanpy - INFO - Chain [1] start processing 14:00:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 362:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.372093 19.726432 61.431336
31 2025-08-31 40.443076 19.247486 62.228311
32 2025-09-30 40.511769 19.209457 61.724848
33 2025-10-31 40.582751 19.615335 62.585196
34 2025-11-30 40.651444 21.391104 61.656595
Forecast for Australia and Product 363:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.990596 39.015183 73.712327
31 2025-08-31 56.582069 37.975135 73.180133
32 2025-09-30 57.154461 38.679222 75.393588
33 2025-10-31 57.745934 39.992687 74.354762
34 2025-11-30 58.318326 40.689636 75.993049
14:00:55 - cmdstanpy - INFO - Chain [1] start processing 14:00:55 - cmdstanpy - INFO - Chain [1] done processing 14:00:55 - cmdstanpy - INFO - Chain [1] start processing 14:00:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 364:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.990906 5.314354 50.395786
31 2025-08-31 27.588095 4.623319 50.129827
32 2025-09-30 27.198278 4.842535 50.304640
33 2025-10-31 26.795467 4.729276 48.898021
34 2025-11-30 26.405650 5.374946 48.533624
Forecast for Australia and Product 365:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.475125 7.126661 49.440942
31 2025-08-31 27.771380 5.931771 47.816291
32 2025-09-30 27.090335 5.096538 48.200889
33 2025-10-31 26.386589 5.614326 48.027446
34 2025-11-30 25.705545 4.591953 48.408779
14:00:56 - cmdstanpy - INFO - Chain [1] start processing 14:00:56 - cmdstanpy - INFO - Chain [1] done processing 14:00:56 - cmdstanpy - INFO - Chain [1] start processing 14:00:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 366:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.441534 7.664790 42.659905
31 2025-08-31 24.891157 7.513513 42.512284
32 2025-09-30 24.358534 7.077323 40.677073
33 2025-10-31 23.808157 5.358711 40.620725
34 2025-11-30 23.275534 4.604953 40.419769
Forecast for Australia and Product 367:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.002064 42.230326 65.326325
31 2025-08-31 54.671194 42.515301 66.035893
32 2025-09-30 55.318739 43.861122 66.728373
33 2025-10-31 55.987868 45.109219 66.847352
34 2025-11-30 56.635413 44.936646 67.173988
14:00:56 - cmdstanpy - INFO - Chain [1] start processing 14:00:56 - cmdstanpy - INFO - Chain [1] done processing 14:00:56 - cmdstanpy - INFO - Chain [1] start processing 14:00:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 368:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.473842 30.993054 64.548167
31 2025-08-31 47.841901 30.876355 65.484084
32 2025-09-30 48.198088 31.039901 65.258523
33 2025-10-31 48.566148 30.640157 65.406830
34 2025-11-30 48.922335 31.964090 67.070948
Forecast for Australia and Product 369:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.589351 3.821396 42.904126
31 2025-08-31 22.789203 3.668239 42.823332
32 2025-09-30 22.014867 3.725189 41.245893
33 2025-10-31 21.214719 0.902247 40.108730
34 2025-11-30 20.440383 1.724235 40.907814
14:00:56 - cmdstanpy - INFO - Chain [1] start processing 14:00:56 - cmdstanpy - INFO - Chain [1] done processing 14:00:56 - cmdstanpy - INFO - Chain [1] start processing 14:00:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 370:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.633778 27.425139 65.870211
31 2025-08-31 47.766099 27.721034 65.821348
32 2025-09-30 47.894151 27.276390 65.052156
33 2025-10-31 48.026472 30.376027 67.887245
34 2025-11-30 48.154524 30.247934 66.983236
Forecast for Australia and Product 371:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.554592 24.467782 61.673967
31 2025-08-31 42.803369 23.485019 61.860179
32 2025-09-30 43.044120 24.365593 62.427782
33 2025-10-31 43.292897 25.255552 62.356906
34 2025-11-30 43.533649 25.337817 63.193844
14:00:57 - cmdstanpy - INFO - Chain [1] start processing 14:00:57 - cmdstanpy - INFO - Chain [1] done processing 14:00:57 - cmdstanpy - INFO - Chain [1] start processing 14:00:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 372:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.984397 13.120217 53.533721
31 2025-08-31 33.509861 15.012161 53.026186
32 2025-09-30 33.050632 15.205269 54.118648
33 2025-10-31 32.576096 13.432134 53.151276
34 2025-11-30 32.116867 13.490427 51.674248
Forecast for Australia and Product 373:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.917439 8.179522 38.889976
31 2025-08-31 23.182217 7.457296 39.711277
32 2025-09-30 22.470712 8.843550 39.314117
33 2025-10-31 21.735490 5.612100 38.182321
34 2025-11-30 21.023984 4.865759 35.899157
14:00:57 - cmdstanpy - INFO - Chain [1] start processing 14:00:57 - cmdstanpy - INFO - Chain [1] done processing 14:00:57 - cmdstanpy - INFO - Chain [1] start processing 14:00:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 374:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.673649 28.655362 73.858027
31 2025-08-31 52.165823 29.673725 77.651121
32 2025-09-30 52.642120 30.501350 76.159312
33 2025-10-31 53.134294 30.661996 76.496052
34 2025-11-30 53.610592 30.793865 77.277071
Forecast for Australia and Product 375:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.198286 11.786059 39.961258
31 2025-08-31 24.889458 10.739792 39.443237
32 2025-09-30 24.590593 9.972287 39.452701
33 2025-10-31 24.281765 10.201566 38.160793
34 2025-11-30 23.982900 9.404728 38.641865
14:00:57 - cmdstanpy - INFO - Chain [1] start processing 14:00:57 - cmdstanpy - INFO - Chain [1] done processing 14:00:57 - cmdstanpy - INFO - Chain [1] start processing 14:00:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 376:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.989761 22.926530 62.148105
31 2025-08-31 42.146021 23.341948 61.768496
32 2025-09-30 42.297242 21.748573 62.102396
33 2025-10-31 42.453502 23.331047 61.438727
34 2025-11-30 42.604722 24.447488 61.601774
Forecast for Australia and Product 377:
ds yhat yhat_lower yhat_upper
30 2025-07-31 12.246513 -3.670322 29.856152
31 2025-08-31 10.751972 -6.441436 29.413674
32 2025-09-30 9.305641 -8.652026 27.658279
33 2025-10-31 7.811100 -9.802401 26.397706
34 2025-11-30 6.364769 -10.886510 24.365112
14:00:58 - cmdstanpy - INFO - Chain [1] start processing 14:00:58 - cmdstanpy - INFO - Chain [1] done processing 14:00:58 - cmdstanpy - INFO - Chain [1] start processing 14:00:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 378:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.595277 14.768253 54.599098
31 2025-08-31 35.271426 16.260384 54.934564
32 2025-09-30 34.958022 15.624960 55.006133
33 2025-10-31 34.634171 15.039437 54.462022
34 2025-11-30 34.320767 15.410806 56.024602
Forecast for Australia and Product 379:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.066987 23.604638 55.529111
31 2025-08-31 39.173007 22.963048 55.568335
32 2025-09-30 39.275608 23.667747 54.601135
33 2025-10-31 39.381628 22.419535 55.792951
34 2025-11-30 39.484229 23.808072 55.274460
14:00:58 - cmdstanpy - INFO - Chain [1] start processing 14:00:58 - cmdstanpy - INFO - Chain [1] done processing 14:00:58 - cmdstanpy - INFO - Chain [1] start processing 14:00:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 380:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.270006 19.097516 59.927183
31 2025-08-31 39.005213 17.241444 60.006154
32 2025-09-30 38.748961 17.553361 60.580219
33 2025-10-31 38.484167 17.840305 57.446671
34 2025-11-30 38.227915 17.664573 58.700254
Forecast for Australia and Product 381:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.904365 17.916860 60.014528
31 2025-08-31 38.948526 19.583278 58.641283
32 2025-09-30 38.991262 18.273855 60.295499
33 2025-10-31 39.035423 17.983221 58.471993
34 2025-11-30 39.078159 18.089406 58.618946
14:00:58 - cmdstanpy - INFO - Chain [1] start processing 14:00:58 - cmdstanpy - INFO - Chain [1] done processing 14:00:59 - cmdstanpy - INFO - Chain [1] start processing 14:00:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 382:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.881484 24.740499 63.281009
31 2025-08-31 43.623696 24.703467 61.795994
32 2025-09-30 43.374223 24.273690 63.442694
33 2025-10-31 43.116435 22.921029 62.621166
34 2025-11-30 42.866962 24.402629 61.565542
Forecast for Australia and Product 383:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.026611 13.169284 63.150376
31 2025-08-31 39.025895 13.881080 65.229278
32 2025-09-30 39.025201 13.381820 65.189955
33 2025-10-31 39.024485 14.034110 62.877664
34 2025-11-30 39.023791 12.249125 63.509805
14:00:59 - cmdstanpy - INFO - Chain [1] start processing 14:00:59 - cmdstanpy - INFO - Chain [1] done processing 14:00:59 - cmdstanpy - INFO - Chain [1] start processing 14:00:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 384:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.213696 -4.135693 43.935346
31 2025-08-31 18.904063 -4.815589 41.462833
32 2025-09-30 17.636677 -6.536933 42.690841
33 2025-10-31 16.327044 -7.569026 38.271539
34 2025-11-30 15.059657 -10.833714 39.232755
Forecast for Australia and Product 385:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.638733 15.470898 52.073078
31 2025-08-31 33.231450 14.646003 51.753902
32 2025-09-30 32.837306 16.449384 50.215871
33 2025-10-31 32.430024 13.968606 50.797251
34 2025-11-30 32.035879 14.108630 49.979900
14:00:59 - cmdstanpy - INFO - Chain [1] start processing 14:00:59 - cmdstanpy - INFO - Chain [1] done processing 14:00:59 - cmdstanpy - INFO - Chain [1] start processing 14:00:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 386:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.401286 19.339618 65.767139
31 2025-08-31 42.627777 17.513822 66.417732
32 2025-09-30 42.846962 19.127632 66.308849
33 2025-10-31 43.073453 19.830648 66.651615
34 2025-11-30 43.292638 19.658297 68.248402
Forecast for Australia and Product 387:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.605727 6.118426 47.386777
31 2025-08-31 26.727286 6.710938 45.790884
32 2025-09-30 25.877182 3.778594 46.661767
33 2025-10-31 24.998741 4.875500 45.527222
34 2025-11-30 24.148637 2.968099 44.121714
14:00:59 - cmdstanpy - INFO - Chain [1] start processing 14:00:59 - cmdstanpy - INFO - Chain [1] done processing 14:01:00 - cmdstanpy - INFO - Chain [1] start processing 14:01:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 388:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.648824 9.466307 51.812903
31 2025-08-31 28.966973 8.456356 50.469579
32 2025-09-30 28.307118 7.370953 50.254644
33 2025-10-31 27.625267 5.353625 49.680557
34 2025-11-30 26.965411 3.806878 46.783184
Forecast for Australia and Product 389:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.075941 18.805740 54.576905
31 2025-08-31 37.105811 18.606871 54.897507
32 2025-09-30 37.134717 18.032294 55.224203
33 2025-10-31 37.164587 19.389562 55.325285
34 2025-11-30 37.193494 19.465235 55.003079
14:01:00 - cmdstanpy - INFO - Chain [1] start processing 14:01:00 - cmdstanpy - INFO - Chain [1] done processing 14:01:00 - cmdstanpy - INFO - Chain [1] start processing 14:01:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 390:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.286481 22.661069 62.398421
31 2025-08-31 42.540927 22.756795 63.317741
32 2025-09-30 42.787165 22.978935 62.373433
33 2025-10-31 43.041611 23.956626 62.198742
34 2025-11-30 43.287849 23.245217 60.462347
Forecast for Australia and Product 391:
ds yhat yhat_lower yhat_upper
29 2025-07-31 55.416742 31.363485 79.305980
30 2025-08-31 56.381722 34.218831 79.835130
31 2025-09-30 57.315572 33.412550 77.931093
32 2025-10-31 58.280552 34.515045 80.620007
33 2025-11-30 59.214403 35.029361 82.557839
14:01:00 - cmdstanpy - INFO - Chain [1] start processing 14:01:00 - cmdstanpy - INFO - Chain [1] done processing 14:01:00 - cmdstanpy - INFO - Chain [1] start processing 14:01:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 392:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.658991 37.468828 74.770437
31 2025-08-31 56.301747 37.520897 75.289646
32 2025-09-30 56.923769 37.901825 76.031561
33 2025-10-31 57.566525 39.710169 77.490219
34 2025-11-30 58.188547 39.983094 77.582730
Forecast for Australia and Product 393:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.552630 11.495505 58.958309
31 2025-08-31 36.152588 11.428611 60.297791
32 2025-09-30 35.765451 11.217575 59.942332
33 2025-10-31 35.365409 11.176981 57.854738
34 2025-11-30 34.978271 10.921115 61.601360
14:01:00 - cmdstanpy - INFO - Chain [1] start processing 14:01:01 - cmdstanpy - INFO - Chain [1] done processing 14:01:01 - cmdstanpy - INFO - Chain [1] start processing 14:01:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 394:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.485201 6.876944 44.633876
31 2025-08-31 23.933248 5.693376 43.286870
32 2025-09-30 23.399099 3.230678 42.226900
33 2025-10-31 22.847145 5.228210 43.736241
34 2025-11-30 22.312997 3.663616 42.403720
Forecast for Australia and Product 395:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.067620 13.692104 59.214553
31 2025-08-31 36.920658 13.949084 60.328738
32 2025-09-30 36.778436 15.593987 60.369818
33 2025-10-31 36.631474 14.586547 59.799481
34 2025-11-30 36.489252 13.967790 57.817458
14:01:01 - cmdstanpy - INFO - Chain [1] start processing 14:01:01 - cmdstanpy - INFO - Chain [1] done processing 14:01:01 - cmdstanpy - INFO - Chain [1] start processing 14:01:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 396:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.344233 4.552132 32.191890
31 2025-08-31 18.279895 5.567695 31.363108
32 2025-09-30 17.249890 4.046799 30.952126
33 2025-10-31 16.185552 3.632066 29.875369
34 2025-11-30 15.155547 1.993186 28.139369
Forecast for Australia and Product 397:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.210020 2.717756 38.815114
31 2025-08-31 18.923574 0.295023 37.480861
32 2025-09-30 17.678625 -1.041973 35.151931
33 2025-10-31 16.392179 -3.385057 33.741348
34 2025-11-30 15.147230 -3.413849 33.071418
14:01:01 - cmdstanpy - INFO - Chain [1] start processing 14:01:01 - cmdstanpy - INFO - Chain [1] done processing 14:01:01 - cmdstanpy - INFO - Chain [1] start processing 14:01:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 398:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.525169 25.918874 70.273476
31 2025-08-31 48.027313 27.105842 69.324807
32 2025-09-30 48.513259 28.903108 69.039501
33 2025-10-31 49.015404 26.935045 71.770482
34 2025-11-30 49.501350 28.944415 68.491059
Forecast for Australia and Product 399:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.643515 10.897394 49.523638
31 2025-08-31 29.844578 9.535780 48.694977
32 2025-09-30 29.071413 9.120554 49.577598
33 2025-10-31 28.272476 9.141614 49.102470
34 2025-11-30 27.499312 7.638281 46.935003
14:01:02 - cmdstanpy - INFO - Chain [1] start processing 14:01:02 - cmdstanpy - INFO - Chain [1] done processing 14:01:02 - cmdstanpy - INFO - Chain [1] start processing 14:01:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 400:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.400221 29.046802 70.695299
31 2025-08-31 49.908847 28.210293 69.605131
32 2025-09-30 50.401066 31.293835 70.529837
33 2025-10-31 50.909692 29.079778 72.306057
34 2025-11-30 51.401911 31.267366 72.931677
14:01:02 - cmdstanpy - INFO - Chain [1] start processing 14:01:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 401:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.720813 24.769841 63.756924
31 2025-08-31 44.833308 25.983069 65.344901
32 2025-09-30 44.942174 24.063838 63.431727
33 2025-10-31 45.054668 25.815405 64.613346
34 2025-11-30 45.163534 26.158406 64.883830
Forecast for Australia and Product 402:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.062904 15.995460 49.384825
31 2025-08-31 33.018350 15.664360 50.107305
32 2025-09-30 32.975234 17.005267 49.871479
33 2025-10-31 32.930680 15.297797 49.826026
34 2025-11-30 32.887564 16.583420 49.772458
14:01:02 - cmdstanpy - INFO - Chain [1] start processing 14:01:02 - cmdstanpy - INFO - Chain [1] done processing 14:01:02 - cmdstanpy - INFO - Chain [1] start processing 14:01:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 403:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.493552 17.854254 60.134244
31 2025-08-31 40.680972 20.586823 61.728840
32 2025-09-30 40.862346 21.526278 61.003717
33 2025-10-31 41.049766 21.520484 62.261011
34 2025-11-30 41.231140 21.585839 62.777077
Forecast for Australia and Product 404:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.912986 16.535084 56.025916
31 2025-08-31 36.567665 17.522184 55.899766
32 2025-09-30 36.233483 16.578165 55.609764
33 2025-10-31 35.888163 16.107694 54.339148
34 2025-11-30 35.553981 15.439750 53.669216
14:01:02 - cmdstanpy - INFO - Chain [1] start processing 14:01:03 - cmdstanpy - INFO - Chain [1] done processing 14:01:03 - cmdstanpy - INFO - Chain [1] start processing 14:01:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 405:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.291389 28.305274 71.244678
31 2025-08-31 50.682700 31.745114 73.034989
32 2025-09-30 51.061388 30.240476 71.817434
33 2025-10-31 51.452698 30.494385 72.625993
34 2025-11-30 51.831386 31.233762 73.196681
Forecast for Australia and Product 406:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.657442 27.183697 71.702167
31 2025-08-31 48.445494 26.573979 71.909188
32 2025-09-30 49.208124 25.340829 72.203386
33 2025-10-31 49.996176 25.333504 72.267344
34 2025-11-30 50.758807 29.366049 74.333515
14:01:03 - cmdstanpy - INFO - Chain [1] start processing 14:01:03 - cmdstanpy - INFO - Chain [1] done processing 14:01:03 - cmdstanpy - INFO - Chain [1] start processing 14:01:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 407:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.316147 17.644127 62.481059
31 2025-08-31 40.991218 18.656405 63.282037
32 2025-09-30 40.676771 17.875897 62.173859
33 2025-10-31 40.351842 18.132141 62.273851
34 2025-11-30 40.037395 17.766710 61.530536
Forecast for Australia and Product 408:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.954817 32.018395 61.679207
31 2025-08-31 47.204720 32.151669 62.727324
32 2025-09-30 47.446561 31.823974 61.909396
33 2025-10-31 47.696463 33.439415 63.464164
34 2025-11-30 47.938304 32.862125 62.393413
14:01:03 - cmdstanpy - INFO - Chain [1] start processing 14:01:03 - cmdstanpy - INFO - Chain [1] done processing 14:01:03 - cmdstanpy - INFO - Chain [1] start processing 14:01:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 409:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.716793 19.311352 46.825898
31 2025-08-31 32.542972 18.790306 46.304725
32 2025-09-30 32.374758 18.949986 46.367983
33 2025-10-31 32.200937 18.562728 45.055142
34 2025-11-30 32.032723 18.337042 46.902440
Forecast for Australia and Product 410:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.840779 21.809059 53.737986
31 2025-08-31 37.976902 22.076308 53.657829
32 2025-09-30 38.108633 22.072701 54.591893
33 2025-10-31 38.244756 21.643055 55.463446
34 2025-11-30 38.376488 21.498249 53.995879
14:01:03 - cmdstanpy - INFO - Chain [1] start processing 14:01:04 - cmdstanpy - INFO - Chain [1] done processing 14:01:04 - cmdstanpy - INFO - Chain [1] start processing 14:01:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 411:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.117421 21.982886 49.992270
31 2025-08-31 34.963067 20.845764 50.163621
32 2025-09-30 34.813691 20.775609 48.375084
33 2025-10-31 34.659337 20.851879 48.177494
34 2025-11-30 34.509962 19.667305 48.012402
Forecast for Australia and Product 412:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.726632 12.502412 45.998246
31 2025-08-31 29.304585 12.288397 45.246486
32 2025-09-30 28.896152 11.847097 45.345853
33 2025-10-31 28.474105 12.686961 45.231138
34 2025-11-30 28.065672 11.742222 44.597803
14:01:04 - cmdstanpy - INFO - Chain [1] start processing 14:01:04 - cmdstanpy - INFO - Chain [1] done processing 14:01:04 - cmdstanpy - INFO - Chain [1] start processing 14:01:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 413:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.715464 -1.868567 36.559073
31 2025-08-31 17.731618 -3.272576 37.284760
32 2025-09-30 16.779509 -3.023591 37.117846
33 2025-10-31 15.795662 -4.173765 36.477584
34 2025-11-30 14.843553 -6.152494 34.318142
Forecast for Australia and Product 414:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.676672 6.085873 53.930812
31 2025-08-31 30.023144 6.973583 53.144695
32 2025-09-30 29.390697 5.129402 52.900073
33 2025-10-31 28.737169 3.427681 54.604913
34 2025-11-30 28.104723 3.280087 53.309924
14:01:04 - cmdstanpy - INFO - Chain [1] start processing 14:01:04 - cmdstanpy - INFO - Chain [1] done processing 14:01:04 - cmdstanpy - INFO - Chain [1] start processing 14:01:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 415:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.649510 13.452657 58.240967
31 2025-08-31 36.487376 12.227900 57.059986
32 2025-09-30 36.330471 14.530947 60.221932
33 2025-10-31 36.168336 13.099686 59.853415
34 2025-11-30 36.011431 14.502791 58.790609
Forecast for Australia and Product 416:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.991854 29.269267 63.218827
31 2025-08-31 46.295365 31.146161 63.125475
32 2025-09-30 46.589085 28.485786 64.035164
33 2025-10-31 46.892596 29.852986 64.289951
34 2025-11-30 47.186316 29.924411 63.813826
14:01:05 - cmdstanpy - INFO - Chain [1] start processing 14:01:05 - cmdstanpy - INFO - Chain [1] done processing 14:01:05 - cmdstanpy - INFO - Chain [1] start processing 14:01:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 417:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.424269 35.771164 69.988087
31 2025-08-31 53.346597 36.669170 70.242081
32 2025-09-30 54.239172 37.818257 71.550752
33 2025-10-31 55.161499 37.663869 72.432025
34 2025-11-30 56.054074 39.128184 72.838160
Forecast for Australia and Product 418:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.494308 9.344386 56.712293
31 2025-08-31 29.759068 6.785601 52.187255
32 2025-09-30 29.047546 4.383052 54.167612
33 2025-10-31 28.312306 4.120726 53.445836
34 2025-11-30 27.600784 1.442506 51.852161
14:01:05 - cmdstanpy - INFO - Chain [1] start processing 14:01:05 - cmdstanpy - INFO - Chain [1] done processing 14:01:05 - cmdstanpy - INFO - Chain [1] start processing 14:01:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 419:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.581554 11.256167 55.224334
31 2025-08-31 31.990974 10.017728 54.983672
32 2025-09-30 31.419446 8.504927 55.294137
33 2025-10-31 30.828866 9.184539 53.566840
34 2025-11-30 30.257338 9.558119 52.663430
Forecast for Australia and Product 420:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.865352 22.576520 62.329933
31 2025-08-31 42.835129 22.864007 63.238260
32 2025-09-30 42.805882 21.421202 62.332078
33 2025-10-31 42.775659 23.079238 63.763871
34 2025-11-30 42.746412 22.434233 62.481115
14:01:05 - cmdstanpy - INFO - Chain [1] start processing 14:01:05 - cmdstanpy - INFO - Chain [1] done processing 14:01:05 - cmdstanpy - INFO - Chain [1] start processing 14:01:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 421:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.228988 30.280262 65.520229
31 2025-08-31 48.555931 30.721090 67.183627
32 2025-09-30 48.872328 31.160179 67.292147
33 2025-10-31 49.199271 29.161618 66.533414
34 2025-11-30 49.515667 32.125333 67.683603
Forecast for Australia and Product 422:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.963878 29.507853 64.180089
31 2025-08-31 47.582022 31.188587 64.607960
32 2025-09-30 48.180226 31.211621 64.929846
33 2025-10-31 48.798370 32.316769 66.251246
34 2025-11-30 49.396574 32.326639 65.874634
14:01:06 - cmdstanpy - INFO - Chain [1] start processing 14:01:06 - cmdstanpy - INFO - Chain [1] done processing 14:01:06 - cmdstanpy - INFO - Chain [1] start processing 14:01:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 423:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.462560 10.466927 60.894868
31 2025-08-31 36.518837 10.245674 60.798680
32 2025-09-30 36.573299 11.537007 59.367118
33 2025-10-31 36.629576 13.934174 61.299628
34 2025-11-30 36.684038 12.541427 60.214473
Forecast for Australia and Product 424:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.591618 30.482429 61.425419
31 2025-08-31 45.894609 32.107658 61.423351
32 2025-09-30 46.187826 30.890465 60.882945
33 2025-10-31 46.490817 31.931957 60.137493
34 2025-11-30 46.784034 33.049304 61.108037
14:01:06 - cmdstanpy - INFO - Chain [1] start processing 14:01:06 - cmdstanpy - INFO - Chain [1] done processing 14:01:06 - cmdstanpy - INFO - Chain [1] start processing 14:01:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 425:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.903740 26.811806 61.190262
31 2025-08-31 44.033922 24.366707 64.021376
32 2025-09-30 44.159904 26.208125 63.092797
33 2025-10-31 44.290085 26.406875 62.322122
34 2025-11-30 44.416068 26.491688 61.909698
Forecast for Australia and Product 426:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.780861 8.790715 57.228298
31 2025-08-31 32.352427 6.767048 55.694408
32 2025-09-30 31.937814 6.771147 56.607930
33 2025-10-31 31.509380 8.152942 54.817622
34 2025-11-30 31.094766 6.431033 55.305808
14:01:06 - cmdstanpy - INFO - Chain [1] start processing 14:01:06 - cmdstanpy - INFO - Chain [1] done processing 14:01:06 - cmdstanpy - INFO - Chain [1] start processing 14:01:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 427:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.125175 34.476203 70.318040
31 2025-08-31 52.597910 36.398302 69.355238
32 2025-09-30 53.055397 37.272949 69.624793
33 2025-10-31 53.528132 36.872977 69.621981
34 2025-11-30 53.985618 37.372963 69.338733
Forecast for Australia and Product 428:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.505072 27.402444 66.900673
31 2025-08-31 47.735089 28.062889 67.838841
32 2025-09-30 47.957686 28.645465 68.055586
33 2025-10-31 48.187702 29.476777 67.127157
34 2025-11-30 48.410299 29.957695 69.034256
14:01:07 - cmdstanpy - INFO - Chain [1] start processing 14:01:07 - cmdstanpy - INFO - Chain [1] done processing 14:01:07 - cmdstanpy - INFO - Chain [1] start processing 14:01:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 429:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.743714 21.488764 63.525297
31 2025-08-31 42.084866 21.775037 63.794594
32 2025-09-30 42.415013 20.028692 64.163093
33 2025-10-31 42.756164 21.339096 63.992308
34 2025-11-30 43.086311 21.758256 64.093170
Forecast for Australia and Product 430:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.138868 -4.002114 43.930928
31 2025-08-31 18.089865 -5.461150 42.254029
32 2025-09-30 17.074701 -7.867064 38.823917
33 2025-10-31 16.025698 -9.280942 41.277818
34 2025-11-30 15.010534 -8.464675 38.123576
14:01:07 - cmdstanpy - INFO - Chain [1] start processing 14:01:07 - cmdstanpy - INFO - Chain [1] done processing 14:01:07 - cmdstanpy - INFO - Chain [1] start processing 14:01:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 431:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.331270 19.281006 62.826390
31 2025-08-31 40.246515 19.620679 62.441432
32 2025-09-30 40.164494 18.881228 62.466964
33 2025-10-31 40.079739 17.017438 59.984079
34 2025-11-30 39.997718 19.938076 61.726607
Forecast for Australia and Product 432:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.965267 11.508281 62.493777
31 2025-08-31 35.725439 11.373183 61.897488
32 2025-09-30 35.493347 9.412216 60.595442
33 2025-10-31 35.253519 9.248234 61.765688
34 2025-11-30 35.021428 8.022925 60.001852
14:01:07 - cmdstanpy - INFO - Chain [1] start processing 14:01:07 - cmdstanpy - INFO - Chain [1] done processing 14:01:08 - cmdstanpy - INFO - Chain [1] start processing 14:01:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 433:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.307224 25.754558 60.965893
31 2025-08-31 43.435671 25.614765 61.462918
32 2025-09-30 43.559975 25.326605 61.739089
33 2025-10-31 43.688421 26.976543 61.833620
34 2025-11-30 43.812725 27.541989 61.623520
Forecast for Australia and Product 434:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.737604 18.485576 64.564722
31 2025-08-31 40.726270 19.251778 62.258336
32 2025-09-30 40.715302 18.481260 63.262565
33 2025-10-31 40.703969 16.124317 63.300938
34 2025-11-30 40.693001 17.804835 63.933824
14:01:08 - cmdstanpy - INFO - Chain [1] start processing 14:01:08 - cmdstanpy - INFO - Chain [1] done processing 14:01:08 - cmdstanpy - INFO - Chain [1] start processing 14:01:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 435:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.247149 17.671883 50.603916
31 2025-08-31 33.780480 17.305058 51.166973
32 2025-09-30 33.328866 18.073919 50.480495
33 2025-10-31 32.862198 17.071184 50.426824
34 2025-11-30 32.410584 15.570458 48.946881
Forecast for Australia and Product 436:
ds yhat yhat_lower yhat_upper
30 2025-07-31 15.765912 0.399497 33.115374
31 2025-08-31 14.600017 -1.624825 31.744091
32 2025-09-30 13.471732 -3.289442 30.014310
33 2025-10-31 12.305837 -4.429322 29.501180
34 2025-11-30 11.177551 -5.453694 26.710364
14:01:08 - cmdstanpy - INFO - Chain [1] start processing 14:01:08 - cmdstanpy - INFO - Chain [1] done processing 14:01:08 - cmdstanpy - INFO - Chain [1] start processing 14:01:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 437:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.746522 18.057410 52.066480
31 2025-08-31 34.133940 18.622037 50.107514
32 2025-09-30 33.541118 18.654326 50.552350
33 2025-10-31 32.928536 16.024481 49.205579
34 2025-11-30 32.335714 15.702687 47.591781
Forecast for Australia and Product 438:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.043669 18.007236 62.347802
31 2025-08-31 40.040231 20.002492 61.458243
32 2025-09-30 40.036904 18.369032 61.279427
33 2025-10-31 40.033467 18.312734 61.573226
34 2025-11-30 40.030140 17.984547 63.943273
14:01:08 - cmdstanpy - INFO - Chain [1] start processing 14:01:08 - cmdstanpy - INFO - Chain [1] done processing 14:01:09 - cmdstanpy - INFO - Chain [1] start processing 14:01:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 439:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.133221 9.934553 48.353435
31 2025-08-31 28.565897 9.214202 47.824188
32 2025-09-30 28.016873 10.198468 49.266797
33 2025-10-31 27.449549 7.334064 48.350401
34 2025-11-30 26.900525 9.970720 46.720790
Forecast for Australia and Product 440:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.351990 21.669637 56.030875
31 2025-08-31 38.266350 19.780207 56.011903
32 2025-09-30 38.183473 19.219990 54.804866
33 2025-10-31 38.097833 19.878339 56.932508
34 2025-11-30 38.014956 19.830073 56.371774
14:01:09 - cmdstanpy - INFO - Chain [1] start processing 14:01:09 - cmdstanpy - INFO - Chain [1] done processing 14:01:09 - cmdstanpy - INFO - Chain [1] start processing 14:01:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 441:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.899094 13.022064 46.043440
31 2025-08-31 29.357888 14.190255 45.129422
32 2025-09-30 28.834141 13.005118 44.382180
33 2025-10-31 28.292935 12.622187 44.867614
34 2025-11-30 27.769187 10.396522 43.899925
Forecast for Australia and Product 442:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.525448 24.563093 59.458211
31 2025-08-31 42.404619 25.382031 60.795477
32 2025-09-30 42.287687 25.774573 60.753242
33 2025-10-31 42.166858 23.529229 60.513695
34 2025-11-30 42.049926 23.551197 60.110763
14:01:09 - cmdstanpy - INFO - Chain [1] start processing 14:01:09 - cmdstanpy - INFO - Chain [1] done processing 14:01:09 - cmdstanpy - INFO - Chain [1] start processing 14:01:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 443:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.600049 20.622977 62.704071
31 2025-08-31 41.623130 22.749526 62.847742
32 2025-09-30 41.645466 21.898857 62.658506
33 2025-10-31 41.668547 19.428840 61.967433
34 2025-11-30 41.690884 22.798536 61.889845
Forecast for Australia and Product 444:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.268554 29.568995 67.555598
31 2025-08-31 49.674276 30.865518 67.479389
32 2025-09-30 50.066910 31.560509 66.619319
33 2025-10-31 50.472632 30.949356 70.539324
34 2025-11-30 50.865266 31.855039 70.162308
14:01:09 - cmdstanpy - INFO - Chain [1] start processing 14:01:10 - cmdstanpy - INFO - Chain [1] done processing 14:01:10 - cmdstanpy - INFO - Chain [1] start processing 14:01:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 445:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.840345 19.928803 54.785945
31 2025-08-31 36.845146 20.980193 53.964557
32 2025-09-30 36.849792 18.959139 54.799201
33 2025-10-31 36.854593 21.063675 53.819125
34 2025-11-30 36.859239 20.897615 51.845035
Forecast for Australia and Product 446:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.492443 -0.215186 40.280135
31 2025-08-31 19.288182 -1.017015 40.699380
32 2025-09-30 18.122768 -2.775044 40.426680
33 2025-10-31 16.918506 -4.522696 38.517366
34 2025-11-30 15.753092 -6.230856 35.780185
14:01:10 - cmdstanpy - INFO - Chain [1] start processing 14:01:10 - cmdstanpy - INFO - Chain [1] done processing 14:01:10 - cmdstanpy - INFO - Chain [1] start processing 14:01:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 447:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.411904 22.416190 60.321115
31 2025-08-31 41.409138 23.508122 60.976339
32 2025-09-30 41.406461 22.027212 59.445660
33 2025-10-31 41.403695 22.184627 61.922900
34 2025-11-30 41.401018 21.567275 59.618968
Forecast for Australia and Product 448:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.564812 22.033367 71.817302
31 2025-08-31 44.764841 19.364177 66.888515
32 2025-09-30 44.958417 20.147143 69.278856
33 2025-10-31 45.158445 21.837875 69.629000
34 2025-11-30 45.352022 20.272670 68.325541
14:01:10 - cmdstanpy - INFO - Chain [1] start processing 14:01:10 - cmdstanpy - INFO - Chain [1] done processing 14:01:10 - cmdstanpy - INFO - Chain [1] start processing 14:01:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 449:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.997082 2.240054 43.061185
31 2025-08-31 21.279050 0.028621 43.856587
32 2025-09-30 20.584179 -1.087511 40.696181
33 2025-10-31 19.866147 -0.558325 41.850176
34 2025-11-30 19.171276 -0.804892 38.737289
Forecast for Australia and Product 450:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.526228 12.754802 49.375870
31 2025-08-31 31.028876 13.170609 49.011658
32 2025-09-30 30.547568 13.790918 47.608571
33 2025-10-31 30.050216 12.945082 47.805545
34 2025-11-30 29.568907 11.169729 46.832717
14:01:11 - cmdstanpy - INFO - Chain [1] start processing 14:01:11 - cmdstanpy - INFO - Chain [1] done processing 14:01:11 - cmdstanpy - INFO - Chain [1] start processing 14:01:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 451:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.174111 28.161001 63.489244
31 2025-08-31 46.465610 29.734408 65.572188
32 2025-09-30 46.747705 29.228365 64.329391
33 2025-10-31 47.039204 29.025356 64.585245
34 2025-11-30 47.321300 28.902347 64.600896
Forecast for Australia and Product 452:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.192362 19.275475 46.078694
31 2025-08-31 31.942815 18.354016 44.526288
32 2025-09-30 31.701317 18.372417 45.829413
33 2025-10-31 31.451770 17.517930 45.588312
34 2025-11-30 31.210273 16.270951 45.412943
14:01:11 - cmdstanpy - INFO - Chain [1] start processing 14:01:11 - cmdstanpy - INFO - Chain [1] done processing 14:01:11 - cmdstanpy - INFO - Chain [1] start processing 14:01:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 453:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.547928 19.197298 57.535546
31 2025-08-31 39.492610 20.859423 60.408607
32 2025-09-30 39.439077 18.603606 57.886165
33 2025-10-31 39.383758 19.584518 59.325796
34 2025-11-30 39.330225 18.598202 58.606483
14:01:11 - cmdstanpy - INFO - Chain [1] start processing 14:01:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 454:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.124000 14.295337 60.351351
31 2025-08-31 36.797362 14.896366 60.473384
32 2025-09-30 36.481261 14.381095 60.155929
33 2025-10-31 36.154623 13.534069 58.793379
34 2025-11-30 35.838522 12.266200 57.660127
Forecast for Australia and Product 455:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.434233 16.649847 51.727013
31 2025-08-31 33.014928 13.530513 51.525163
32 2025-09-30 32.609149 13.560539 51.588688
33 2025-10-31 32.189844 13.672920 50.119269
34 2025-11-30 31.784065 13.736819 50.172167
14:01:12 - cmdstanpy - INFO - Chain [1] start processing 14:01:12 - cmdstanpy - INFO - Chain [1] done processing 14:01:12 - cmdstanpy - INFO - Chain [1] start processing 14:01:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 456:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.644966 17.599694 66.635018
31 2025-08-31 42.664372 17.371540 65.555314
32 2025-09-30 42.683152 18.310763 67.466018
33 2025-10-31 42.702558 19.015795 65.808408
34 2025-11-30 42.721338 18.192609 65.787606
Forecast for Australia and Product 457:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.546442 33.401081 67.245964
31 2025-08-31 51.137783 33.895103 68.754947
32 2025-09-30 51.710050 33.897024 68.233810
33 2025-10-31 52.301392 34.787703 69.817833
34 2025-11-30 52.873658 35.522450 69.680180
14:01:12 - cmdstanpy - INFO - Chain [1] start processing 14:01:12 - cmdstanpy - INFO - Chain [1] done processing 14:01:12 - cmdstanpy - INFO - Chain [1] start processing 14:01:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 458:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.676179 38.808699 69.989471
31 2025-08-31 55.353391 39.029640 71.192383
32 2025-09-30 56.008757 39.184228 71.234931
33 2025-10-31 56.685969 40.587036 72.638368
34 2025-11-30 57.341336 41.963384 72.133151
Forecast for Australia and Product 459:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.800806 7.905783 33.935262
31 2025-08-31 19.865823 7.175990 32.947208
32 2025-09-30 18.961002 6.275815 31.912292
33 2025-10-31 18.026019 5.126786 30.440537
34 2025-11-30 17.121198 3.993824 30.352299
14:01:12 - cmdstanpy - INFO - Chain [1] start processing 14:01:12 - cmdstanpy - INFO - Chain [1] done processing 14:01:12 - cmdstanpy - INFO - Chain [1] start processing 14:01:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 460:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.635179 18.687304 52.358973
31 2025-08-31 35.427397 17.970311 51.911092
32 2025-09-30 35.226319 17.681020 51.166779
33 2025-10-31 35.018537 17.807130 52.582675
34 2025-11-30 34.817459 17.159829 52.312127
Forecast for Australia and Product 461:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.323582 37.770654 66.479668
31 2025-08-31 52.879725 36.681300 67.057450
32 2025-09-30 53.417927 38.768242 68.899998
33 2025-10-31 53.974070 39.120168 68.997882
34 2025-11-30 54.512273 39.348344 69.755873
14:01:13 - cmdstanpy - INFO - Chain [1] start processing 14:01:13 - cmdstanpy - INFO - Chain [1] done processing 14:01:13 - cmdstanpy - INFO - Chain [1] start processing 14:01:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 462:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.426866 26.985211 64.833699
31 2025-08-31 46.712562 29.780664 63.929917
32 2025-09-30 46.989042 30.156949 63.257277
33 2025-10-31 47.274739 29.953891 63.975751
34 2025-11-30 47.551219 29.240023 65.138877
Forecast for Australia and Product 463:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.359547 8.513512 54.266979
31 2025-08-31 32.081344 10.614935 54.738681
32 2025-09-30 31.812116 10.046571 53.128379
33 2025-10-31 31.533913 9.703338 56.536253
34 2025-11-30 31.264684 8.186429 54.407764
14:01:13 - cmdstanpy - INFO - Chain [1] start processing 14:01:13 - cmdstanpy - INFO - Chain [1] done processing 14:01:13 - cmdstanpy - INFO - Chain [1] start processing 14:01:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 464:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.480878 18.922200 48.859589
31 2025-08-31 34.290464 18.293324 50.359344
32 2025-09-30 34.106191 19.433509 50.763304
33 2025-10-31 33.915777 18.921999 47.565665
34 2025-11-30 33.731504 17.231442 48.672265
Forecast for Australia and Product 465:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.602853 22.294603 59.423054
31 2025-08-31 40.728127 21.667830 58.204935
32 2025-09-30 40.849360 20.864191 59.881177
33 2025-10-31 40.974634 22.765577 60.347317
34 2025-11-30 41.095867 22.694423 58.510808
14:01:13 - cmdstanpy - INFO - Chain [1] start processing 14:01:13 - cmdstanpy - INFO - Chain [1] done processing 14:01:14 - cmdstanpy - INFO - Chain [1] start processing 14:01:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 466:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.105954 1.622263 40.693323
31 2025-08-31 20.179887 2.174215 39.672884
32 2025-09-30 19.283694 -0.767887 37.846648
33 2025-10-31 18.357627 1.291657 37.587099
34 2025-11-30 17.461434 -0.836278 36.509868
Forecast for Australia and Product 467:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.687936 7.254402 44.197757
31 2025-08-31 25.114436 7.494209 45.322791
32 2025-09-30 24.559436 6.380951 41.540744
33 2025-10-31 23.985936 6.746211 42.411201
34 2025-11-30 23.430936 4.205812 42.182921
14:01:14 - cmdstanpy - INFO - Chain [1] start processing 14:01:14 - cmdstanpy - INFO - Chain [1] done processing 14:01:14 - cmdstanpy - INFO - Chain [1] start processing 14:01:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 468:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.004869 29.250790 72.672503
31 2025-08-31 52.481977 32.057692 73.296870
32 2025-09-30 52.943695 33.082055 73.345077
33 2025-10-31 53.420804 32.560368 75.057466
34 2025-11-30 53.882522 31.816134 74.043046
Forecast for Australia and Product 469:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.332316 27.354610 58.569478
31 2025-08-31 43.576289 27.076744 59.759739
32 2025-09-30 43.812392 27.319229 59.971379
33 2025-10-31 44.056365 27.810429 60.277069
34 2025-11-30 44.292468 28.274975 59.778282
14:01:14 - cmdstanpy - INFO - Chain [1] start processing 14:01:14 - cmdstanpy - INFO - Chain [1] done processing 14:01:14 - cmdstanpy - INFO - Chain [1] start processing 14:01:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 470:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.368983 9.425450 37.309838
31 2025-08-31 22.533650 8.683543 37.449893
32 2025-09-30 21.725262 7.856142 36.793824
33 2025-10-31 20.889929 5.999074 35.043088
34 2025-11-30 20.081542 5.845946 35.737065
Forecast for Australia and Product 471:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.577537 20.975594 51.576707
31 2025-08-31 36.789990 21.388641 52.814750
32 2025-09-30 36.995589 20.879195 53.203997
33 2025-10-31 37.208042 22.333486 53.044656
34 2025-11-30 37.413641 23.079028 52.631725
14:01:14 - cmdstanpy - INFO - Chain [1] start processing 14:01:14 - cmdstanpy - INFO - Chain [1] done processing 14:01:15 - cmdstanpy - INFO - Chain [1] start processing 14:01:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 472:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.157581 14.536970 59.821605
31 2025-08-31 37.945338 14.629794 62.330677
32 2025-09-30 37.739941 13.738414 61.776959
33 2025-10-31 37.527698 14.699095 59.986687
34 2025-11-30 37.322302 11.070055 60.571114
Forecast for Australia and Product 473:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.580836 29.470878 58.824841
31 2025-08-31 45.061825 31.022077 60.050806
32 2025-09-30 45.527297 30.775983 59.882528
33 2025-10-31 46.008286 30.376035 60.742739
34 2025-11-30 46.473759 31.095006 62.171712
14:01:15 - cmdstanpy - INFO - Chain [1] start processing 14:01:15 - cmdstanpy - INFO - Chain [1] done processing 14:01:15 - cmdstanpy - INFO - Chain [1] start processing 14:01:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 474:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.392374 14.585064 57.032428
31 2025-08-31 35.912434 13.511440 56.430126
32 2025-09-30 35.447975 15.728941 57.935875
33 2025-10-31 34.968035 14.639041 56.117812
34 2025-11-30 34.503577 13.230799 55.012229
Forecast for Australia and Product 475:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.842646 11.885164 58.430453
31 2025-08-31 34.471138 11.189824 57.739423
32 2025-09-30 34.111614 12.336430 56.326281
33 2025-10-31 33.740105 10.343039 56.059133
34 2025-11-30 33.380581 11.033774 56.673690
14:01:15 - cmdstanpy - INFO - Chain [1] start processing 14:01:15 - cmdstanpy - INFO - Chain [1] done processing 14:01:15 - cmdstanpy - INFO - Chain [1] start processing 14:01:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 476:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.014405 24.267614 54.650403
31 2025-08-31 38.770587 23.114948 55.679659
32 2025-09-30 38.534634 22.688793 54.677909
33 2025-10-31 38.290816 22.793197 55.684914
34 2025-11-30 38.054863 21.279629 54.394770
Forecast for Australia and Product 477:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.181967 28.832698 59.826669
31 2025-08-31 44.294339 30.407077 59.366269
32 2025-09-30 44.403087 29.273271 58.980895
33 2025-10-31 44.515460 28.947582 59.370768
34 2025-11-30 44.624208 29.924554 59.084814
14:01:15 - cmdstanpy - INFO - Chain [1] start processing 14:01:15 - cmdstanpy - INFO - Chain [1] done processing 14:01:16 - cmdstanpy - INFO - Chain [1] start processing 14:01:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 478:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.908763 16.018294 54.058381
31 2025-08-31 34.658744 15.469151 53.092559
32 2025-09-30 34.416789 16.535448 55.845800
33 2025-10-31 34.166770 14.121115 53.767488
34 2025-11-30 33.924815 14.144411 53.203236
Forecast for Australia and Product 479:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.026185 26.054365 71.717166
31 2025-08-31 50.354483 28.549696 71.982617
32 2025-09-30 50.672191 28.258297 75.001805
33 2025-10-31 51.000489 30.170683 71.428649
34 2025-11-30 51.318197 30.205971 73.533458
14:01:16 - cmdstanpy - INFO - Chain [1] start processing 14:01:16 - cmdstanpy - INFO - Chain [1] done processing 14:01:16 - cmdstanpy - INFO - Chain [1] start processing 14:01:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 480:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.684721 19.891516 48.065939
31 2025-08-31 33.474698 20.635864 48.105306
32 2025-09-30 33.271450 18.077717 46.875014
33 2025-10-31 33.061427 19.402969 47.739694
34 2025-11-30 32.858179 18.576080 46.994115
Forecast for Australia and Product 481:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.807549 7.107019 56.424929
31 2025-08-31 30.613318 7.291874 52.618752
32 2025-09-30 30.425353 5.475087 52.614379
33 2025-10-31 30.231122 7.031247 54.694583
34 2025-11-30 30.043157 4.271165 54.962358
14:01:16 - cmdstanpy - INFO - Chain [1] start processing 14:01:16 - cmdstanpy - INFO - Chain [1] done processing 14:01:16 - cmdstanpy - INFO - Chain [1] start processing 14:01:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 482:
ds yhat yhat_lower yhat_upper
30 2025-07-31 15.579882 -3.750416 34.036399
31 2025-08-31 14.294986 -4.283107 32.732476
32 2025-09-30 13.051539 -6.050708 31.022743
33 2025-10-31 11.766643 -7.118818 30.749238
34 2025-11-30 10.523195 -7.074421 27.737894
14:01:17 - cmdstanpy - INFO - Chain [1] start processing 14:01:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 483:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.563925 12.848524 46.122875
31 2025-08-31 29.976893 13.640561 45.517035
32 2025-09-30 29.408796 13.182881 45.262669
33 2025-10-31 28.821764 13.085522 45.563046
34 2025-11-30 28.253668 12.147614 42.800129
Forecast for Australia and Product 484:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.704622 27.951999 59.393826
31 2025-08-31 43.975271 28.686160 61.089055
32 2025-09-30 44.237189 28.869571 60.302907
33 2025-10-31 44.507838 28.941543 60.559827
34 2025-11-30 44.769757 29.023064 59.763048
14:01:17 - cmdstanpy - INFO - Chain [1] start processing 14:01:17 - cmdstanpy - INFO - Chain [1] done processing 14:01:17 - cmdstanpy - INFO - Chain [1] start processing 14:01:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 485:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.282030 24.784432 61.986092
31 2025-08-31 43.267526 25.645315 61.903810
32 2025-09-30 43.253490 24.768660 61.365157
33 2025-10-31 43.238986 24.721764 63.258579
34 2025-11-30 43.224950 24.259106 61.747255
Forecast for Australia and Product 486:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.998794 11.441024 50.539274
31 2025-08-31 30.447233 11.796304 49.951819
32 2025-09-30 29.913465 10.416611 50.031881
33 2025-10-31 29.361904 8.848789 50.285539
34 2025-11-30 28.828135 8.395690 48.345964
14:01:17 - cmdstanpy - INFO - Chain [1] start processing 14:01:17 - cmdstanpy - INFO - Chain [1] done processing 14:01:17 - cmdstanpy - INFO - Chain [1] start processing 14:01:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 487:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.539388 30.220069 67.988929
31 2025-08-31 50.104437 31.633251 69.267057
32 2025-09-30 50.651259 31.861883 69.194927
33 2025-10-31 51.216309 33.348587 69.920684
34 2025-11-30 51.763131 33.895554 69.647195
Forecast for Australia and Product 488:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.320773 31.911205 69.949062
31 2025-08-31 52.003780 33.785647 70.603873
32 2025-09-30 52.664754 34.705589 72.056191
33 2025-10-31 53.347761 34.723461 70.991641
34 2025-11-30 54.008736 35.173391 72.874546
14:01:18 - cmdstanpy - INFO - Chain [1] start processing 14:01:18 - cmdstanpy - INFO - Chain [1] done processing 14:01:18 - cmdstanpy - INFO - Chain [1] start processing 14:01:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 489:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.285487 0.644088 39.623057
31 2025-08-31 19.308594 -0.048904 38.703961
32 2025-09-30 18.363214 -0.388681 39.440670
33 2025-10-31 17.386321 -1.498398 37.111194
34 2025-11-30 16.440940 -1.784861 36.206152
Forecast for Australia and Product 490:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.691179 14.807981 57.209058
31 2025-08-31 36.351920 14.298699 59.136432
32 2025-09-30 36.023605 12.866506 57.160160
33 2025-10-31 35.684346 13.807924 57.587306
34 2025-11-30 35.356031 13.010968 58.648662
14:01:18 - cmdstanpy - INFO - Chain [1] start processing 14:01:18 - cmdstanpy - INFO - Chain [1] done processing 14:01:18 - cmdstanpy - INFO - Chain [1] start processing 14:01:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 491:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.257482 14.518731 61.146479
31 2025-08-31 37.207764 15.607914 60.944399
32 2025-09-30 37.159650 16.522585 59.063769
33 2025-10-31 37.109931 15.312490 60.235915
34 2025-11-30 37.061817 15.109855 59.230865
Forecast for Australia and Product 492:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.975916 18.698686 55.155253
31 2025-08-31 36.957463 18.808259 55.741878
32 2025-09-30 36.939605 19.245885 56.627499
33 2025-10-31 36.921152 17.695429 55.062186
34 2025-11-30 36.903295 18.258476 55.190351
14:01:18 - cmdstanpy - INFO - Chain [1] start processing 14:01:18 - cmdstanpy - INFO - Chain [1] done processing 14:01:18 - cmdstanpy - INFO - Chain [1] start processing 14:01:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 493:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.686556 14.344676 56.625693
31 2025-08-31 36.569304 16.530665 57.741454
32 2025-09-30 36.455835 14.081463 57.645865
33 2025-10-31 36.338583 14.839345 56.872255
34 2025-11-30 36.225114 16.482813 57.886820
Forecast for Australia and Product 494:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.857168 32.811436 63.598769
31 2025-08-31 48.393679 33.175254 64.098170
32 2025-09-30 48.912884 33.681492 64.858607
33 2025-10-31 49.449396 34.307863 65.102258
34 2025-11-30 49.968600 34.308445 65.478257
14:01:19 - cmdstanpy - INFO - Chain [1] start processing 14:01:19 - cmdstanpy - INFO - Chain [1] done processing 14:01:19 - cmdstanpy - INFO - Chain [1] start processing 14:01:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 495:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.235912 28.403263 66.434991
31 2025-08-31 47.499526 29.136500 66.565633
32 2025-09-30 47.754637 28.766208 65.847224
33 2025-10-31 48.018251 29.138702 67.155866
34 2025-11-30 48.273362 30.747872 66.549990
Forecast for Australia and Product 496:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.604443 11.251621 43.241279
31 2025-08-31 26.072998 11.065706 41.344794
32 2025-09-30 25.558696 10.507165 40.477419
33 2025-10-31 25.027251 9.240845 40.969148
34 2025-11-30 24.512950 7.570528 39.475537
14:01:19 - cmdstanpy - INFO - Chain [1] start processing 14:01:19 - cmdstanpy - INFO - Chain [1] done processing 14:01:19 - cmdstanpy - INFO - Chain [1] start processing 14:01:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 497:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.773274 31.268481 62.839274
31 2025-08-31 46.887218 31.643490 62.356510
32 2025-09-30 46.997487 30.753162 62.648640
33 2025-10-31 47.111431 31.186475 62.181343
34 2025-11-30 47.221699 30.812363 63.223741
Forecast for Australia and Product 498:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.976927 40.313150 77.616344
31 2025-08-31 59.819318 41.146255 78.823656
32 2025-09-30 60.634536 40.750208 79.868210
33 2025-10-31 61.476927 43.485496 80.923107
34 2025-11-30 62.292145 43.192788 80.498792
14:01:19 - cmdstanpy - INFO - Chain [1] start processing 14:01:19 - cmdstanpy - INFO - Chain [1] done processing 14:01:19 - cmdstanpy - INFO - Chain [1] start processing 14:01:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 499:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.006151 1.353897 47.019464
31 2025-08-31 24.185998 1.767817 46.634514
32 2025-09-30 23.392301 1.303616 46.836463
33 2025-10-31 22.572148 1.519599 46.015578
34 2025-11-30 21.778451 -0.659597 44.975366
Forecast for Australia and Product 500:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.955251 23.306555 60.338090
31 2025-08-31 42.141317 24.705397 60.788703
32 2025-09-30 42.321380 23.916530 59.843840
33 2025-10-31 42.507446 23.636034 60.297283
34 2025-11-30 42.687510 22.427930 60.551400
14:01:20 - cmdstanpy - INFO - Chain [1] start processing 14:01:20 - cmdstanpy - INFO - Chain [1] done processing 14:01:20 - cmdstanpy - INFO - Chain [1] start processing 14:01:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 501:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.329236 12.645380 55.965693
31 2025-08-31 34.165285 10.575196 54.160694
32 2025-09-30 34.006622 13.135534 55.816119
33 2025-10-31 33.842671 13.033093 55.024933
34 2025-11-30 33.684009 12.164304 55.018680
Forecast for Australia and Product 502:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.044311 4.688418 55.196359
31 2025-08-31 29.195571 4.573600 55.593660
32 2025-09-30 28.374210 2.013479 54.860448
33 2025-10-31 27.525471 2.855020 51.867124
34 2025-11-30 26.704110 0.550970 50.187480
14:01:20 - cmdstanpy - INFO - Chain [1] start processing 14:01:20 - cmdstanpy - INFO - Chain [1] done processing 14:01:20 - cmdstanpy - INFO - Chain [1] start processing 14:01:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 503:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.698449 25.799580 58.830541
31 2025-08-31 41.550904 26.336110 56.294498
32 2025-09-30 41.408118 23.741248 56.218141
33 2025-10-31 41.260573 25.784067 56.163999
34 2025-11-30 41.117787 25.105635 56.822778
Forecast for Australia and Product 504:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.232575 3.324941 33.005101
31 2025-08-31 17.255137 2.678213 31.802894
32 2025-09-30 16.309229 1.590499 31.424473
33 2025-10-31 15.331791 1.048489 30.427847
34 2025-11-30 14.385883 -1.351466 29.806175
14:01:20 - cmdstanpy - INFO - Chain [1] start processing 14:01:20 - cmdstanpy - INFO - Chain [1] done processing 14:01:20 - cmdstanpy - INFO - Chain [1] start processing 14:01:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 505:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.577113 22.819792 66.828713
31 2025-08-31 45.595090 22.670013 64.794189
32 2025-09-30 45.612487 22.380339 68.725134
33 2025-10-31 45.630464 23.527256 68.438554
34 2025-11-30 45.647861 24.554312 66.689057
Forecast for Australia and Product 506:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.909125 21.904641 53.832969
31 2025-08-31 37.621824 20.542570 54.363571
32 2025-09-30 37.343791 19.884313 53.989378
33 2025-10-31 37.056489 20.532043 53.783854
34 2025-11-30 36.778456 20.256027 52.354119
14:01:21 - cmdstanpy - INFO - Chain [1] start processing 14:01:21 - cmdstanpy - INFO - Chain [1] done processing 14:01:21 - cmdstanpy - INFO - Chain [1] start processing 14:01:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 507:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.002151 24.699568 61.359196
31 2025-08-31 43.349499 24.902952 60.942590
32 2025-09-30 43.685642 26.139752 61.846214
33 2025-10-31 44.032990 25.315295 62.683365
34 2025-11-30 44.369134 24.449624 61.617477
14:01:21 - cmdstanpy - INFO - Chain [1] start processing 14:01:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 508:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.772549 28.840472 72.539077
31 2025-08-31 50.909830 30.925627 70.694405
32 2025-09-30 51.042682 31.662539 72.394997
33 2025-10-31 51.179962 31.396456 71.642292
34 2025-11-30 51.312814 31.009952 71.929652
Forecast for Australia and Product 509:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.095295 19.311859 45.667539
31 2025-08-31 31.769547 18.851836 45.036121
32 2025-09-30 31.454307 17.568013 45.385666
33 2025-10-31 31.128558 18.151119 45.277074
34 2025-11-30 30.813318 16.913503 44.485601
14:01:21 - cmdstanpy - INFO - Chain [1] start processing 14:01:21 - cmdstanpy - INFO - Chain [1] done processing 14:01:21 - cmdstanpy - INFO - Chain [1] start processing 14:01:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 510:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.707026 20.800535 49.883550
31 2025-08-31 35.839136 20.125343 49.704651
32 2025-09-30 35.966984 21.161352 50.894399
33 2025-10-31 36.099094 20.289795 49.900395
34 2025-11-30 36.226943 21.091127 50.806725
Forecast for Australia and Product 511:
ds yhat yhat_lower yhat_upper
30 2025-07-31 17.889376 1.990825 33.091229
31 2025-08-31 16.609016 0.148565 33.075790
32 2025-09-30 15.369958 -1.061694 31.530998
33 2025-10-31 14.089599 -2.894881 30.185009
34 2025-11-30 12.850541 -3.005674 29.631770
14:01:22 - cmdstanpy - INFO - Chain [1] start processing 14:01:22 - cmdstanpy - INFO - Chain [1] done processing 14:01:22 - cmdstanpy - INFO - Chain [1] start processing 14:01:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 512:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.793031 25.955454 75.009726
31 2025-08-31 51.418239 27.343360 75.923057
32 2025-09-30 52.023278 27.621745 77.879883
33 2025-10-31 52.648486 27.159702 77.463215
34 2025-11-30 53.253526 28.919686 79.314505
Forecast for Australia and Product 513:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.156192 20.090168 51.102302
31 2025-08-31 34.735899 18.399623 49.908710
32 2025-09-30 34.329165 19.114151 50.616597
33 2025-10-31 33.908872 18.919105 48.719144
34 2025-11-30 33.502137 17.912624 50.364120
14:01:22 - cmdstanpy - INFO - Chain [1] start processing 14:01:22 - cmdstanpy - INFO - Chain [1] done processing 14:01:22 - cmdstanpy - INFO - Chain [1] start processing 14:01:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 514:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.084891 17.310742 60.594111
31 2025-08-31 39.032635 18.655443 59.941104
32 2025-09-30 38.982065 19.101890 60.080943
33 2025-10-31 38.929809 16.723436 60.738000
34 2025-11-30 38.879238 17.626954 60.023660
Forecast for Australia and Product 515:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.362224 15.717503 58.143335
31 2025-08-31 36.997691 14.228715 59.119497
32 2025-09-30 36.644917 13.893574 58.956231
33 2025-10-31 36.280383 13.560258 57.310372
34 2025-11-30 35.927609 14.757386 59.883036
14:01:22 - cmdstanpy - INFO - Chain [1] start processing 14:01:22 - cmdstanpy - INFO - Chain [1] done processing 14:01:22 - cmdstanpy - INFO - Chain [1] start processing 14:01:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 516:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.692626 6.945459 44.340863
31 2025-08-31 25.110208 5.477528 43.912533
32 2025-09-30 24.546578 5.974796 44.218019
33 2025-10-31 23.964160 3.709149 42.316044
34 2025-11-30 23.400530 4.617645 41.518446
Forecast for Australia and Product 517:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.944195 18.610729 58.191218
31 2025-08-31 37.911052 17.298669 57.650296
32 2025-09-30 37.878978 17.334021 58.126715
33 2025-10-31 37.845834 16.609992 56.460907
34 2025-11-30 37.813760 17.151821 58.502230
14:01:23 - cmdstanpy - INFO - Chain [1] start processing 14:01:23 - cmdstanpy - INFO - Chain [1] done processing 14:01:23 - cmdstanpy - INFO - Chain [1] start processing 14:01:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 518:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.969908 3.615435 42.242550
31 2025-08-31 22.350939 2.472157 41.571252
32 2025-09-30 21.751938 1.236075 40.829417
33 2025-10-31 21.132970 1.233129 39.554270
34 2025-11-30 20.533968 0.789552 39.124278
Forecast for Australia and Product 519:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.704317 10.845684 45.737893
31 2025-08-31 27.221789 10.841736 44.520047
32 2025-09-30 26.754826 8.785460 44.272701
33 2025-10-31 26.272297 8.203846 42.294020
34 2025-11-30 25.805334 9.446802 43.121044
14:01:23 - cmdstanpy - INFO - Chain [1] start processing 14:01:23 - cmdstanpy - INFO - Chain [1] done processing 14:01:23 - cmdstanpy - INFO - Chain [1] start processing 14:01:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 520:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.075010 10.098705 44.881122
31 2025-08-31 27.483505 9.813099 44.902816
32 2025-09-30 26.911081 10.195233 45.447331
33 2025-10-31 26.319576 9.490575 44.572942
34 2025-11-30 25.747151 9.165407 43.363031
Forecast for Australia and Product 521:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.374851 20.690945 56.670616
31 2025-08-31 39.129170 23.111976 57.642434
32 2025-09-30 38.891415 20.429253 56.573815
33 2025-10-31 38.645734 21.810773 58.131171
34 2025-11-30 38.407978 20.436583 56.252801
14:01:23 - cmdstanpy - INFO - Chain [1] start processing 14:01:23 - cmdstanpy - INFO - Chain [1] done processing 14:01:24 - cmdstanpy - INFO - Chain [1] start processing 14:01:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 522:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.625034 17.900348 59.535959
31 2025-08-31 38.532255 15.059310 58.677868
32 2025-09-30 38.442469 14.906094 59.376434
33 2025-10-31 38.349690 16.940917 60.709890
34 2025-11-30 38.259904 17.073812 58.600307
Forecast for Australia and Product 523:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.761753 7.490557 44.736300
31 2025-08-31 24.842632 6.390046 42.601537
32 2025-09-30 23.953160 6.572754 42.998724
33 2025-10-31 23.034039 4.902487 40.025418
34 2025-11-30 22.144567 6.294871 40.328929
14:01:24 - cmdstanpy - INFO - Chain [1] start processing 14:01:24 - cmdstanpy - INFO - Chain [1] done processing 14:01:24 - cmdstanpy - INFO - Chain [1] start processing 14:01:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 524:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.960237 40.072226 79.093752
31 2025-08-31 60.778587 42.772421 79.873636
32 2025-09-30 61.570538 41.939029 80.360097
33 2025-10-31 62.388889 43.960260 83.526873
34 2025-11-30 63.180840 44.401424 82.866453
Forecast for Australia and Product 525:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.591322 24.040681 58.911177
31 2025-08-31 40.919405 22.575097 59.690002
32 2025-09-30 41.236906 24.599682 59.049573
33 2025-10-31 41.564989 25.887434 58.907941
34 2025-11-30 41.882489 22.953884 58.487212
14:01:24 - cmdstanpy - INFO - Chain [1] start processing 14:01:24 - cmdstanpy - INFO - Chain [1] done processing 14:01:24 - cmdstanpy - INFO - Chain [1] start processing 14:01:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 526:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.296480 29.744921 69.149496
31 2025-08-31 51.769293 31.541117 70.430945
32 2025-09-30 52.226853 32.907212 71.556953
33 2025-10-31 52.699666 32.563846 71.539453
34 2025-11-30 53.157226 32.112011 71.497313
Forecast for Australia and Product 527:
ds yhat yhat_lower yhat_upper
30 2025-07-31 61.066494 35.749458 85.444732
31 2025-08-31 61.867160 36.278092 83.304524
32 2025-09-30 62.641998 37.760480 86.479300
33 2025-10-31 63.442663 39.053520 88.682498
34 2025-11-30 64.217501 40.740337 89.074129
14:01:24 - cmdstanpy - INFO - Chain [1] start processing 14:01:24 - cmdstanpy - INFO - Chain [1] done processing 14:01:25 - cmdstanpy - INFO - Chain [1] start processing 14:01:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 528:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.366542 16.939160 55.157285
31 2025-08-31 34.936521 15.627011 52.581708
32 2025-09-30 34.520371 15.295536 53.654884
33 2025-10-31 34.090350 14.547389 53.808485
34 2025-11-30 33.674201 14.985402 53.690719
Forecast for Australia and Product 529:
ds yhat yhat_lower yhat_upper
29 2025-07-31 32.467113 10.379913 54.730470
30 2025-08-31 32.120696 9.820962 54.851324
31 2025-09-30 31.785453 8.985029 54.593348
32 2025-10-31 31.439036 8.844709 52.998704
33 2025-11-30 31.103793 9.393434 52.853038
14:01:25 - cmdstanpy - INFO - Chain [1] start processing 14:01:25 - cmdstanpy - INFO - Chain [1] done processing 14:01:25 - cmdstanpy - INFO - Chain [1] start processing 14:01:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 530:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.230994 11.271127 55.590566
31 2025-08-31 31.565756 10.375877 53.441577
32 2025-09-30 30.921976 9.875498 51.486170
33 2025-10-31 30.256738 9.396672 52.848269
34 2025-11-30 29.612959 7.416202 49.906764
Forecast for Australia and Product 531:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.663054 7.652537 54.470195
31 2025-08-31 30.173897 6.508921 51.406485
32 2025-09-30 29.700519 5.618279 54.673926
33 2025-10-31 29.211362 7.106795 51.695867
34 2025-11-30 28.737984 6.415125 51.762515
14:01:25 - cmdstanpy - INFO - Chain [1] start processing 14:01:25 - cmdstanpy - INFO - Chain [1] done processing 14:01:25 - cmdstanpy - INFO - Chain [1] start processing 14:01:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 532:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.667546 30.599827 60.248422
31 2025-08-31 45.934305 31.364508 60.583677
32 2025-09-30 46.192458 30.771689 60.877628
33 2025-10-31 46.459217 32.380082 60.318050
34 2025-11-30 46.717371 32.410558 61.684264
Forecast for Australia and Product 533:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.950326 23.247105 66.534718
31 2025-08-31 44.861630 23.455133 67.144453
32 2025-09-30 44.775794 22.809851 68.654942
33 2025-10-31 44.687098 21.268463 67.201406
34 2025-11-30 44.601262 21.271498 68.007694
14:01:25 - cmdstanpy - INFO - Chain [1] start processing 14:01:26 - cmdstanpy - INFO - Chain [1] done processing 14:01:26 - cmdstanpy - INFO - Chain [1] start processing 14:01:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 534:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.278811 28.637861 70.155980
31 2025-08-31 50.009298 31.217212 71.111036
32 2025-09-30 50.716221 29.358397 69.636561
33 2025-10-31 51.446707 32.083198 72.296326
34 2025-11-30 52.153630 31.630358 71.887219
Forecast for Australia and Product 535:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.549311 24.580693 76.087764
31 2025-08-31 51.940069 28.048803 78.658971
32 2025-09-30 52.318222 26.976133 76.024632
33 2025-10-31 52.708980 28.041169 78.992222
34 2025-11-30 53.087133 28.026904 78.906593
14:01:26 - cmdstanpy - INFO - Chain [1] start processing 14:01:26 - cmdstanpy - INFO - Chain [1] done processing 14:01:26 - cmdstanpy - INFO - Chain [1] start processing 14:01:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 536:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.365365 27.366329 76.143379
31 2025-08-31 50.925683 25.668246 74.139255
32 2025-09-30 51.467925 27.345692 77.370354
33 2025-10-31 52.028242 28.400869 77.526971
34 2025-11-30 52.570485 26.902855 77.123657
Forecast for Australia and Product 537:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.712780 13.390148 60.031761
31 2025-08-31 36.501023 13.472064 59.098482
32 2025-09-30 36.296096 14.041778 58.141453
33 2025-10-31 36.084339 12.571434 60.399602
34 2025-11-30 35.879413 13.630382 56.441286
14:01:26 - cmdstanpy - INFO - Chain [1] start processing 14:01:26 - cmdstanpy - INFO - Chain [1] done processing 14:01:26 - cmdstanpy - INFO - Chain [1] start processing 14:01:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 538:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.136829 21.792585 57.076510
31 2025-08-31 39.061594 21.416923 57.533463
32 2025-09-30 38.988786 19.618074 57.053773
33 2025-10-31 38.913551 22.271449 57.389364
34 2025-11-30 38.840743 21.418929 57.083045
Forecast for Australia and Product 539:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.447296 11.381833 54.140559
31 2025-08-31 31.024042 9.072866 52.346636
32 2025-09-30 30.614440 8.857852 50.663324
33 2025-10-31 30.191185 9.488957 50.632918
34 2025-11-30 29.781584 6.484202 51.222059
14:01:27 - cmdstanpy - INFO - Chain [1] start processing 14:01:27 - cmdstanpy - INFO - Chain [1] done processing 14:01:27 - cmdstanpy - INFO - Chain [1] start processing 14:01:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 540:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.464386 34.034288 69.447082
31 2025-08-31 51.773701 33.762019 69.967653
32 2025-09-30 52.073038 34.014364 69.790626
33 2025-10-31 52.382353 35.639298 70.096520
34 2025-11-30 52.681690 34.812180 71.134014
14:01:27 - cmdstanpy - INFO - Chain [1] start processing 14:01:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 541:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.233686 14.312519 50.035478
31 2025-08-31 32.771940 14.864890 50.055847
32 2025-09-30 32.325089 14.437953 50.473771
33 2025-10-31 31.863343 12.730274 49.268883
34 2025-11-30 31.416492 11.973020 48.400533
Forecast for Australia and Product 542:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.446938 39.662317 81.840191
31 2025-08-31 61.246700 39.626303 82.132255
32 2025-09-30 62.020663 40.475024 82.650076
33 2025-10-31 62.820425 41.324184 82.898009
34 2025-11-30 63.594389 43.969533 84.222881
14:01:27 - cmdstanpy - INFO - Chain [1] start processing 14:01:27 - cmdstanpy - INFO - Chain [1] done processing 14:01:27 - cmdstanpy - INFO - Chain [1] start processing 14:01:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 543:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.834379 18.530358 57.002426
31 2025-08-31 35.434182 15.617734 53.726114
32 2025-09-30 35.046895 16.706630 53.672899
33 2025-10-31 34.646699 15.266988 52.997114
34 2025-11-30 34.259411 15.309842 54.838214
Forecast for Australia and Product 544:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.615428 32.282736 79.836929
31 2025-08-31 56.542990 32.985345 78.417670
32 2025-09-30 57.440630 35.117314 81.041854
33 2025-10-31 58.368192 35.653099 81.685688
34 2025-11-30 59.265833 36.801880 83.155221
14:01:27 - cmdstanpy - INFO - Chain [1] start processing 14:01:27 - cmdstanpy - INFO - Chain [1] done processing 14:01:28 - cmdstanpy - INFO - Chain [1] start processing 14:01:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 545:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.205261 21.365576 51.273494
31 2025-08-31 35.789137 21.737261 50.095588
32 2025-09-30 35.386436 20.786281 51.248978
33 2025-10-31 34.970312 20.713836 49.343765
34 2025-11-30 34.567612 20.025352 48.978333
Forecast for Australia and Product 546:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.755962 18.261096 56.557755
31 2025-08-31 36.639721 17.014433 57.009357
32 2025-09-30 36.527229 17.164469 55.924753
33 2025-10-31 36.410988 17.082981 56.667583
34 2025-11-30 36.298496 18.072839 53.659543
14:01:28 - cmdstanpy - INFO - Chain [1] start processing 14:01:28 - cmdstanpy - INFO - Chain [1] done processing 14:01:28 - cmdstanpy - INFO - Chain [1] start processing 14:01:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 547:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.202325 38.066445 76.864901
31 2025-08-31 57.986993 38.734375 77.319872
32 2025-09-30 58.746348 38.447020 79.244885
33 2025-10-31 59.531016 40.419943 79.022495
34 2025-11-30 60.290372 40.004101 80.064492
Forecast for Australia and Product 548:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.845947 43.293326 78.368285
31 2025-08-31 61.995554 45.880761 78.407945
32 2025-09-30 63.108077 46.712532 79.038430
33 2025-10-31 64.257685 46.884630 80.388058
34 2025-11-30 65.370208 49.292673 83.124221
14:01:28 - cmdstanpy - INFO - Chain [1] start processing 14:01:28 - cmdstanpy - INFO - Chain [1] done processing 14:01:28 - cmdstanpy - INFO - Chain [1] start processing 14:01:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 549:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.108120 19.039950 54.673250
31 2025-08-31 37.023037 19.241829 55.199891
32 2025-09-30 36.940699 18.763806 53.802935
33 2025-10-31 36.855616 18.677987 54.151069
34 2025-11-30 36.773278 19.116826 55.580094
Forecast for Australia and Product 550:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.000436 18.814540 61.738551
31 2025-08-31 40.210355 20.108241 60.749502
32 2025-09-30 40.413501 19.846782 60.821047
33 2025-10-31 40.623420 19.309520 61.111726
34 2025-11-30 40.826566 19.271446 61.536485
14:01:28 - cmdstanpy - INFO - Chain [1] start processing 14:01:29 - cmdstanpy - INFO - Chain [1] done processing 14:01:29 - cmdstanpy - INFO - Chain [1] start processing 14:01:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 551:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.682488 13.936175 57.744092
31 2025-08-31 34.278904 12.536995 56.696127
32 2025-09-30 33.888339 10.864584 57.351326
33 2025-10-31 33.484755 11.306018 56.011584
34 2025-11-30 33.094190 10.452792 57.616758
Forecast for Australia and Product 552:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.606593 25.914349 61.407995
31 2025-08-31 43.564776 25.812196 61.345894
32 2025-09-30 43.524308 26.620289 61.310697
33 2025-10-31 43.482491 27.341428 61.023894
34 2025-11-30 43.442023 26.303999 59.875873
14:01:29 - cmdstanpy - INFO - Chain [1] start processing 14:01:29 - cmdstanpy - INFO - Chain [1] done processing 14:01:29 - cmdstanpy - INFO - Chain [1] start processing 14:01:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 553:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.333833 19.586770 58.649296
31 2025-08-31 37.379693 18.695954 56.652149
32 2025-09-30 37.424074 17.320482 56.658830
33 2025-10-31 37.469934 18.055680 56.688123
34 2025-11-30 37.514315 17.831872 56.044696
Forecast for Australia and Product 554:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.141361 16.660386 48.453089
31 2025-08-31 32.687086 16.717630 48.880099
32 2025-09-30 32.247466 15.816851 47.991220
33 2025-10-31 31.793191 15.576419 48.519489
34 2025-11-30 31.353571 15.357657 47.881197
14:01:29 - cmdstanpy - INFO - Chain [1] start processing 14:01:29 - cmdstanpy - INFO - Chain [1] done processing 14:01:29 - cmdstanpy - INFO - Chain [1] start processing 14:01:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 555:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.277659 23.488039 75.322393
31 2025-08-31 49.682420 25.664941 75.646565
32 2025-09-30 50.074124 24.065649 76.276438
33 2025-10-31 50.478885 22.310911 75.019537
34 2025-11-30 50.870590 23.176219 77.817690
Forecast for Australia and Product 556:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.668032 19.416006 64.979060
31 2025-08-31 42.671457 21.211194 65.647723
32 2025-09-30 42.674772 19.129639 65.694779
33 2025-10-31 42.678198 19.747587 65.362139
34 2025-11-30 42.681513 19.270120 66.323049
14:01:30 - cmdstanpy - INFO - Chain [1] start processing 14:01:30 - cmdstanpy - INFO - Chain [1] done processing 14:01:30 - cmdstanpy - INFO - Chain [1] start processing 14:01:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 557:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.671644 12.821160 49.853538
31 2025-08-31 31.294266 12.298481 50.604831
32 2025-09-30 30.929061 11.388312 49.056488
33 2025-10-31 30.551682 11.129610 48.092533
34 2025-11-30 30.186477 12.421478 49.528876
Forecast for Australia and Product 558:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.721978 27.001063 67.701662
31 2025-08-31 47.921640 27.979074 67.122303
32 2025-09-30 48.114860 27.760997 68.789032
33 2025-10-31 48.314522 29.054316 68.723004
34 2025-11-30 48.507743 29.062854 67.444224
14:01:30 - cmdstanpy - INFO - Chain [1] start processing 14:01:30 - cmdstanpy - INFO - Chain [1] done processing 14:01:30 - cmdstanpy - INFO - Chain [1] start processing 14:01:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 559:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.104845 4.824995 44.329577
31 2025-08-31 23.283373 5.019965 40.649789
32 2025-09-30 22.488399 4.222657 41.883828
33 2025-10-31 21.666927 1.718288 41.124028
34 2025-11-30 20.871954 1.684900 39.143645
Forecast for Australia and Product 560:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.255515 17.233097 57.055362
31 2025-08-31 35.628605 17.464132 53.270513
32 2025-09-30 35.021918 15.550377 53.768002
33 2025-10-31 34.395009 16.534849 53.164792
34 2025-11-30 33.788322 16.900174 51.263028
14:01:30 - cmdstanpy - INFO - Chain [1] start processing 14:01:30 - cmdstanpy - INFO - Chain [1] done processing 14:01:30 - cmdstanpy - INFO - Chain [1] start processing 14:01:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 561:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.201772 28.440308 62.857637
31 2025-08-31 46.316121 28.865464 65.423310
32 2025-09-30 46.426782 28.577749 64.767393
33 2025-10-31 46.541131 28.157714 63.296443
34 2025-11-30 46.651791 29.253416 63.355331
Forecast for Australia and Product 562:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.194419 17.087846 54.971139
31 2025-08-31 36.081165 16.404511 54.203969
32 2025-09-30 35.971565 16.075736 53.342003
33 2025-10-31 35.858311 17.816508 54.051239
34 2025-11-30 35.748710 18.160008 54.610978
14:01:31 - cmdstanpy - INFO - Chain [1] start processing 14:01:31 - cmdstanpy - INFO - Chain [1] done processing 14:01:31 - cmdstanpy - INFO - Chain [1] start processing 14:01:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 563:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.105213 40.015955 71.123596
31 2025-08-31 57.043779 41.605549 71.979438
32 2025-09-30 57.952070 42.059049 73.336172
33 2025-10-31 58.890636 42.903697 73.563805
34 2025-11-30 59.798926 43.571528 75.595062
Forecast for Australia and Product 564:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.993504 29.215407 67.803647
31 2025-08-31 48.394101 29.480535 66.181347
32 2025-09-30 48.781775 31.145407 67.226047
33 2025-10-31 49.182371 31.254288 68.302417
34 2025-11-30 49.570045 30.479466 68.450656
14:01:31 - cmdstanpy - INFO - Chain [1] start processing 14:01:31 - cmdstanpy - INFO - Chain [1] done processing 14:01:31 - cmdstanpy - INFO - Chain [1] start processing 14:01:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 565:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.101893 17.177094 59.259753
31 2025-08-31 38.931104 17.950108 59.302772
32 2025-09-30 38.765824 18.248021 60.107901
33 2025-10-31 38.595035 17.961821 57.804071
34 2025-11-30 38.429756 18.781153 59.193449
Forecast for Australia and Product 566:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.675757 10.345750 54.864721
31 2025-08-31 32.539670 13.114808 55.684996
32 2025-09-30 32.407972 9.682230 55.157966
33 2025-10-31 32.271884 10.351951 54.325601
34 2025-11-30 32.140187 10.406552 55.643786
14:01:31 - cmdstanpy - INFO - Chain [1] start processing 14:01:31 - cmdstanpy - INFO - Chain [1] done processing 14:01:31 - cmdstanpy - INFO - Chain [1] start processing 14:01:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 567:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.356588 38.311063 71.208753
31 2025-08-31 56.397858 39.859931 73.283624
32 2025-09-30 57.405540 41.217121 74.177146
33 2025-10-31 58.446811 41.575260 74.719206
34 2025-11-30 59.454492 42.138464 75.488447
Forecast for Australia and Product 568:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.939062 27.161500 65.824787
31 2025-08-31 48.294815 30.801475 68.999870
32 2025-09-30 48.639093 28.571054 68.007767
33 2025-10-31 48.994847 29.900209 69.144424
34 2025-11-30 49.339124 30.663189 70.455686
14:01:32 - cmdstanpy - INFO - Chain [1] start processing 14:01:32 - cmdstanpy - INFO - Chain [1] done processing 14:01:32 - cmdstanpy - INFO - Chain [1] start processing 14:01:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 569:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.178123 18.270462 57.709103
31 2025-08-31 38.027374 17.220850 57.243657
32 2025-09-30 37.881488 18.624150 58.213686
33 2025-10-31 37.730740 17.127074 58.426252
34 2025-11-30 37.584854 18.050190 56.901372
Forecast for Australia and Product 570:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.648449 26.681604 58.620391
31 2025-08-31 42.974566 27.097561 60.121785
32 2025-09-30 43.290162 28.029808 60.456431
33 2025-10-31 43.616278 27.544220 59.955357
34 2025-11-30 43.931874 27.553939 60.205035
14:01:32 - cmdstanpy - INFO - Chain [1] start processing 14:01:32 - cmdstanpy - INFO - Chain [1] done processing 14:01:32 - cmdstanpy - INFO - Chain [1] start processing 14:01:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 571:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.845702 16.363158 56.369783
31 2025-08-31 37.808126 17.249254 58.555334
32 2025-09-30 37.771763 17.178224 57.963647
33 2025-10-31 37.734188 16.688547 60.260680
34 2025-11-30 37.697825 16.996899 58.374408
Forecast for Australia and Product 572:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.017715 22.280203 64.170227
31 2025-08-31 43.321531 22.027839 66.039426
32 2025-09-30 43.615546 21.769758 66.093458
33 2025-10-31 43.919362 22.180510 65.225933
34 2025-11-30 44.213378 23.763000 66.244198
14:01:32 - cmdstanpy - INFO - Chain [1] start processing 14:01:32 - cmdstanpy - INFO - Chain [1] done processing 14:01:33 - cmdstanpy - INFO - Chain [1] start processing 14:01:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 573:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.376426 32.385663 76.831833
31 2025-08-31 55.164364 31.874248 76.824254
32 2025-09-30 55.926885 34.935924 78.811733
33 2025-10-31 56.714823 35.129080 78.214845
34 2025-11-30 57.477343 35.926573 79.948870
14:01:33 - cmdstanpy - INFO - Chain [1] start processing 14:01:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 574:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.791115 28.543411 60.366300
31 2025-08-31 45.196556 29.131971 61.749807
32 2025-09-30 45.588917 28.660286 60.449894
33 2025-10-31 45.994357 30.105533 61.639165
34 2025-11-30 46.386718 30.870103 61.656992
Forecast for Australia and Product 575:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.872367 15.529498 59.130470
31 2025-08-31 36.729646 14.839597 59.705297
32 2025-09-30 36.591529 15.215894 57.940815
33 2025-10-31 36.448808 12.613366 56.291423
34 2025-11-30 36.310691 14.563968 57.551531
14:01:33 - cmdstanpy - INFO - Chain [1] start processing 14:01:33 - cmdstanpy - INFO - Chain [1] done processing 14:01:33 - cmdstanpy - INFO - Chain [1] start processing 14:01:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 576:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.372960 12.244578 52.190893
31 2025-08-31 31.029860 12.809951 50.336049
32 2025-09-30 30.697828 10.528182 50.197353
33 2025-10-31 30.354728 10.439591 49.529846
34 2025-11-30 30.022695 11.362765 49.678400
Forecast for Australia and Product 577:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.299877 9.090272 56.635339
31 2025-08-31 32.801766 7.568739 59.226033
32 2025-09-30 32.319722 9.661928 55.241302
33 2025-10-31 31.821610 8.118363 55.732097
34 2025-11-30 31.339566 5.045477 54.125341
14:01:33 - cmdstanpy - INFO - Chain [1] start processing 14:01:33 - cmdstanpy - INFO - Chain [1] done processing 14:01:33 - cmdstanpy - INFO - Chain [1] start processing 14:01:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 578:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.756462 37.265355 72.430407
31 2025-08-31 55.565909 39.376466 72.522938
32 2025-09-30 56.349245 40.271362 74.356714
33 2025-10-31 57.158692 40.689780 74.962584
34 2025-11-30 57.942027 40.570560 76.507577
Forecast for Australia and Product 579:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.183921 19.602672 62.751714
31 2025-08-31 40.030634 18.421365 60.835166
32 2025-09-30 39.882291 17.594033 62.263222
33 2025-10-31 39.729004 15.924410 60.429072
34 2025-11-30 39.580662 17.412556 62.314247
14:01:34 - cmdstanpy - INFO - Chain [1] start processing 14:01:34 - cmdstanpy - INFO - Chain [1] done processing 14:01:34 - cmdstanpy - INFO - Chain [1] start processing 14:01:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 580:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.416353 24.540437 62.730115
31 2025-08-31 43.791133 25.052570 62.845562
32 2025-09-30 44.153823 25.208549 61.849287
33 2025-10-31 44.528603 25.727008 62.443064
34 2025-11-30 44.891293 26.636785 63.996697
Forecast for Australia and Product 581:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.462165 21.428178 54.115761
31 2025-08-31 37.292065 19.745504 54.630504
32 2025-09-30 37.127451 18.853392 53.249142
33 2025-10-31 36.957351 19.594569 53.494598
34 2025-11-30 36.792738 20.656508 53.827624
14:01:34 - cmdstanpy - INFO - Chain [1] start processing 14:01:34 - cmdstanpy - INFO - Chain [1] done processing 14:01:34 - cmdstanpy - INFO - Chain [1] start processing 14:01:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 582:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.031397 15.264267 61.666970
31 2025-08-31 38.810441 15.886486 61.855307
32 2025-09-30 38.596612 13.669078 60.345126
33 2025-10-31 38.375656 15.218059 61.831187
34 2025-11-30 38.161828 16.213535 60.716408
Forecast for Australia and Product 583:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.020688 6.197836 60.988902
31 2025-08-31 33.745499 5.847182 58.559956
32 2025-09-30 33.479188 7.706824 59.204476
33 2025-10-31 33.203999 6.412514 59.424051
34 2025-11-30 32.937688 5.485522 60.419933
14:01:34 - cmdstanpy - INFO - Chain [1] start processing 14:01:34 - cmdstanpy - INFO - Chain [1] done processing 14:01:34 - cmdstanpy - INFO - Chain [1] start processing 14:01:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 584:
ds yhat yhat_lower yhat_upper
30 2025-07-31 16.329891 -4.812612 37.216292
31 2025-08-31 15.283615 -6.654828 35.805393
32 2025-09-30 14.271090 -7.844579 33.807465
33 2025-10-31 13.224814 -9.539792 33.391435
34 2025-11-30 12.212289 -9.643488 32.447939
Forecast for Australia and Product 585:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.082032 32.950685 69.983078
31 2025-08-31 51.399597 32.060686 70.317818
32 2025-09-30 51.706918 32.887960 70.749405
33 2025-10-31 52.024482 33.811595 72.425830
34 2025-11-30 52.331803 33.451456 70.281015
14:01:35 - cmdstanpy - INFO - Chain [1] start processing 14:01:35 - cmdstanpy - INFO - Chain [1] done processing 14:01:35 - cmdstanpy - INFO - Chain [1] start processing 14:01:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 586:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.058214 26.633619 56.118143
31 2025-08-31 41.609104 27.664747 56.678054
32 2025-09-30 42.142223 28.287172 56.449839
33 2025-10-31 42.693113 28.201095 57.606210
34 2025-11-30 43.226233 29.589477 57.694554
Forecast for Australia and Product 587:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.478387 24.442569 66.355991
31 2025-08-31 45.815245 24.125133 66.687454
32 2025-09-30 46.141236 24.107645 67.893016
33 2025-10-31 46.478093 23.961944 67.420081
34 2025-11-30 46.804084 25.383336 67.078943
14:01:35 - cmdstanpy - INFO - Chain [1] start processing 14:01:35 - cmdstanpy - INFO - Chain [1] done processing 14:01:35 - cmdstanpy - INFO - Chain [1] start processing 14:01:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 588:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.191432 21.467499 64.978773
31 2025-08-31 42.249890 18.835961 64.768105
32 2025-09-30 42.306462 19.006595 63.545267
33 2025-10-31 42.364919 20.647893 64.981948
34 2025-11-30 42.421491 20.558995 65.152476
14:01:35 - cmdstanpy - INFO - Chain [1] start processing 14:01:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 589:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.473698 17.668869 52.506938
31 2025-08-31 34.325802 15.744435 51.704242
32 2025-09-30 34.182677 16.121818 51.975221
33 2025-10-31 34.034781 15.268013 52.126409
34 2025-11-30 33.891656 16.622716 52.135602
14:01:36 - cmdstanpy - INFO - Chain [1] start processing 14:01:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 590:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.388470 1.194159 38.570128
31 2025-08-31 19.451709 0.281780 37.147617
32 2025-09-30 18.545167 -0.892456 38.225257
33 2025-10-31 17.608407 -2.870855 36.620210
34 2025-11-30 16.701864 -2.262643 35.400992
Forecast for Australia and Product 591:
ds yhat yhat_lower yhat_upper
30 2025-07-31 16.104351 -6.950521 38.758863
31 2025-08-31 14.735371 -7.382043 37.028390
32 2025-09-30 13.410553 -10.974786 36.441742
33 2025-10-31 12.041574 -11.117887 34.206713
34 2025-11-30 10.716755 -12.041709 33.457613
14:01:36 - cmdstanpy - INFO - Chain [1] start processing 14:01:36 - cmdstanpy - INFO - Chain [1] done processing 14:01:36 - cmdstanpy - INFO - Chain [1] start processing 14:01:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 592:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.771100 22.439757 53.262582
31 2025-08-31 37.689081 21.410505 55.550062
32 2025-09-30 37.609708 21.253979 54.201016
33 2025-10-31 37.527689 20.095309 54.039976
34 2025-11-30 37.448316 20.596344 54.031107
Forecast for Australia and Product 593:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.394025 11.752824 57.107696
31 2025-08-31 35.170628 12.585426 57.224917
32 2025-09-30 34.954438 12.841685 57.284124
33 2025-10-31 34.731042 9.435617 56.851489
34 2025-11-30 34.514852 10.702261 57.689711
14:01:36 - cmdstanpy - INFO - Chain [1] start processing 14:01:36 - cmdstanpy - INFO - Chain [1] done processing 14:01:36 - cmdstanpy - INFO - Chain [1] start processing 14:01:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 594:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.561094 13.173755 49.842298
31 2025-08-31 31.356123 13.380014 48.060117
32 2025-09-30 31.157765 13.405192 49.501877
33 2025-10-31 30.952795 12.724731 48.823733
34 2025-11-30 30.754436 13.163482 49.933549
Forecast for Australia and Product 595:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.329979 24.722527 81.797684
31 2025-08-31 53.893087 24.527561 81.675864
32 2025-09-30 54.438030 25.990074 81.105397
33 2025-10-31 55.001137 25.389816 80.793059
34 2025-11-30 55.546080 27.790200 82.010148
14:01:36 - cmdstanpy - INFO - Chain [1] start processing 14:01:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 596:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.245927 24.029526 62.422472
31 2025-08-31 43.368773 24.944245 60.771380
32 2025-09-30 43.487655 24.341164 62.468617
33 2025-10-31 43.610500 24.512985 62.730942
34 2025-11-30 43.729383 25.137618 62.453691
14:01:37 - cmdstanpy - INFO - Chain [1] start processing 14:01:37 - cmdstanpy - INFO - Chain [1] done processing 14:01:37 - cmdstanpy - INFO - Chain [1] start processing 14:01:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 597:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.595403 16.616129 49.102137
31 2025-08-31 33.128859 16.930720 50.041446
32 2025-09-30 32.677364 16.369961 48.807567
33 2025-10-31 32.210819 15.621456 48.503566
34 2025-11-30 31.759324 15.224990 49.139373
Forecast for Australia and Product 598:
ds yhat yhat_lower yhat_upper
30 2025-07-31 16.164696 1.446276 29.322470
31 2025-08-31 15.108195 0.535384 30.208730
32 2025-09-30 14.085774 -0.836995 27.808044
33 2025-10-31 13.029272 -1.867492 26.876662
34 2025-11-30 12.006851 -1.778641 25.432399
14:01:37 - cmdstanpy - INFO - Chain [1] start processing 14:01:37 - cmdstanpy - INFO - Chain [1] done processing 14:01:37 - cmdstanpy - INFO - Chain [1] start processing 14:01:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 599:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.073807 27.066593 59.366132
31 2025-08-31 44.182736 27.809781 58.871757
32 2025-09-30 44.288150 29.516839 59.917861
33 2025-10-31 44.397079 28.562122 59.426209
34 2025-11-30 44.502493 29.855230 60.980955
Forecast for Australia and Product 600:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.071968 14.410435 44.763823
31 2025-08-31 28.498072 12.115693 44.628504
32 2025-09-30 27.942689 12.927104 43.884498
33 2025-10-31 27.368794 12.203673 45.132551
34 2025-11-30 26.813411 10.928217 42.183527
14:01:37 - cmdstanpy - INFO - Chain [1] start processing 14:01:38 - cmdstanpy - INFO - Chain [1] done processing 14:01:38 - cmdstanpy - INFO - Chain [1] start processing 14:01:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 601:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.919711 21.987265 66.406919
31 2025-08-31 45.052669 22.015315 67.085547
32 2025-09-30 45.181338 23.738767 68.233921
33 2025-10-31 45.314296 22.198554 67.147214
34 2025-11-30 45.442965 21.900487 68.115664
14:01:38 - cmdstanpy - INFO - Chain [1] start processing 14:01:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 602:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.363579 25.403966 65.006957
31 2025-08-31 44.245187 23.319200 64.226173
32 2025-09-30 44.130613 23.342000 64.003279
33 2025-10-31 44.012220 23.047440 62.976788
34 2025-11-30 43.897646 25.825558 63.991017
Forecast for Australia and Product 603:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.898449 24.226463 53.473641
31 2025-08-31 38.922357 24.240255 52.619695
32 2025-09-30 38.945494 24.287851 52.721559
33 2025-10-31 38.969403 24.759992 51.519751
34 2025-11-30 38.992540 25.610306 51.974356
14:01:38 - cmdstanpy - INFO - Chain [1] start processing 14:01:38 - cmdstanpy - INFO - Chain [1] done processing 14:01:38 - cmdstanpy - INFO - Chain [1] start processing 14:01:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 604:
ds yhat yhat_lower yhat_upper
29 2025-06-30 36.304385 14.154293 57.672698
30 2025-07-31 35.726998 12.691403 57.999001
31 2025-08-31 35.149611 14.105946 57.071434
32 2025-09-30 34.590849 12.420322 57.030132
33 2025-10-31 34.013462 13.148230 56.057726
Forecast for Australia and Product 605:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.082393 25.686117 58.147168
31 2025-08-31 42.200764 27.114875 58.644135
32 2025-09-30 42.315317 25.749717 58.650966
33 2025-10-31 42.433688 27.002552 58.880656
34 2025-11-30 42.548241 26.300714 60.649830
14:01:38 - cmdstanpy - INFO - Chain [1] start processing 14:01:38 - cmdstanpy - INFO - Chain [1] done processing 14:01:39 - cmdstanpy - INFO - Chain [1] start processing 14:01:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 606:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.854273 17.344715 57.481240
31 2025-08-31 35.694216 15.737626 55.256065
32 2025-09-30 35.539321 16.223284 56.416906
33 2025-10-31 35.379264 18.230607 55.496261
34 2025-11-30 35.224370 16.384387 54.211396
Forecast for Australia and Product 607:
ds yhat yhat_lower yhat_upper
30 2025-07-31 12.870808 -3.757017 28.844250
31 2025-08-31 11.640629 -4.459411 27.511837
32 2025-09-30 10.450133 -5.146441 27.076554
33 2025-10-31 9.219954 -6.360224 25.444761
34 2025-11-30 8.029459 -8.092324 23.955894
14:01:39 - cmdstanpy - INFO - Chain [1] start processing 14:01:39 - cmdstanpy - INFO - Chain [1] done processing 14:01:39 - cmdstanpy - INFO - Chain [1] start processing 14:01:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 608:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.442830 35.666085 59.452357
31 2025-08-31 47.798116 36.244347 60.286579
32 2025-09-30 48.141941 36.886400 60.621770
33 2025-10-31 48.497227 36.460959 60.738027
34 2025-11-30 48.841052 37.537377 61.156523
Forecast for Australia and Product 609:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.882532 28.416629 64.818006
31 2025-08-31 46.176966 28.872870 64.686176
32 2025-09-30 46.461902 29.059777 64.219122
33 2025-10-31 46.756336 28.236242 64.737384
34 2025-11-30 47.041273 29.382232 64.720644
14:01:39 - cmdstanpy - INFO - Chain [1] start processing 14:01:39 - cmdstanpy - INFO - Chain [1] done processing 14:01:39 - cmdstanpy - INFO - Chain [1] start processing 14:01:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 610:
ds yhat yhat_lower yhat_upper
30 2025-07-31 64.607065 41.259522 89.831517
31 2025-08-31 65.685043 41.681685 90.420963
32 2025-09-30 66.728247 40.777298 91.074611
33 2025-10-31 67.806225 42.301340 91.437911
34 2025-11-30 68.849429 42.769822 94.179840
Forecast for Australia and Product 611:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.315077 9.681918 37.761697
31 2025-08-31 23.595621 9.395079 37.825629
32 2025-09-30 22.899372 9.882976 37.318743
33 2025-10-31 22.179916 8.209758 36.002741
34 2025-11-30 21.483668 8.217212 35.241375
14:01:39 - cmdstanpy - INFO - Chain [1] start processing 14:01:39 - cmdstanpy - INFO - Chain [1] done processing 14:01:40 - cmdstanpy - INFO - Chain [1] start processing 14:01:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 612:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.986126 13.001397 48.005513
31 2025-08-31 29.336200 12.132265 47.140765
32 2025-09-30 28.707239 11.908131 46.060356
33 2025-10-31 28.057313 10.684288 46.435455
34 2025-11-30 27.428352 9.651112 45.419119
Forecast for Australia and Product 613:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.849146 29.192797 66.722677
31 2025-08-31 48.477891 28.509882 67.563973
32 2025-09-30 49.086353 30.739430 68.018614
33 2025-10-31 49.715097 32.106484 69.886474
34 2025-11-30 50.323559 32.065010 69.001808
14:01:40 - cmdstanpy - INFO - Chain [1] start processing 14:01:40 - cmdstanpy - INFO - Chain [1] done processing 14:01:40 - cmdstanpy - INFO - Chain [1] start processing 14:01:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 614:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.476242 12.737795 58.268741
31 2025-08-31 36.605824 16.073607 59.550713
32 2025-09-30 36.731225 13.586124 58.437505
33 2025-10-31 36.860807 14.553776 60.271782
34 2025-11-30 36.986209 14.321310 58.308427
Forecast for Australia and Product 615:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.736776 23.379128 60.003950
31 2025-08-31 40.813072 22.096386 59.173209
32 2025-09-30 40.886906 22.578117 60.418805
33 2025-10-31 40.963201 22.665993 61.556976
34 2025-11-30 41.037036 21.216566 59.718938
14:01:40 - cmdstanpy - INFO - Chain [1] start processing 14:01:40 - cmdstanpy - INFO - Chain [1] done processing 14:01:40 - cmdstanpy - INFO - Chain [1] start processing 14:01:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 616:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.720665 24.245770 68.267900
31 2025-08-31 48.116224 25.398065 69.096705
32 2025-09-30 48.499022 27.201610 68.661056
33 2025-10-31 48.894580 28.989301 68.921138
34 2025-11-30 49.277378 28.336944 68.583362
Forecast for Australia and Product 617:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.238791 0.104565 44.159367
31 2025-08-31 21.386909 0.126083 44.698941
32 2025-09-30 20.562507 -3.239648 43.365127
33 2025-10-31 19.710624 -3.711289 42.554826
34 2025-11-30 18.886222 -4.596538 40.691364
14:01:40 - cmdstanpy - INFO - Chain [1] start processing 14:01:40 - cmdstanpy - INFO - Chain [1] done processing 14:01:41 - cmdstanpy - INFO - Chain [1] start processing 14:01:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 618:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.226878 30.184687 60.344334
31 2025-08-31 45.404607 29.333576 60.150548
32 2025-09-30 45.576603 30.065113 60.752378
33 2025-10-31 45.754332 30.553337 61.115447
34 2025-11-30 45.926328 30.996444 61.357225
Forecast for Australia and Product 619:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.222059 24.997206 62.099847
31 2025-08-31 44.689198 25.676040 61.735895
32 2025-09-30 45.141269 26.101932 63.569904
33 2025-10-31 45.608408 27.425605 62.819890
34 2025-11-30 46.060479 26.774140 64.586104
14:01:41 - cmdstanpy - INFO - Chain [1] start processing 14:01:41 - cmdstanpy - INFO - Chain [1] done processing 14:01:41 - cmdstanpy - INFO - Chain [1] start processing 14:01:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 620:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.083751 24.189045 74.111420
31 2025-08-31 48.403879 23.427329 74.247082
32 2025-09-30 48.713679 23.339606 75.477024
33 2025-10-31 49.033807 23.048340 73.576756
34 2025-11-30 49.343607 24.204953 74.678576
Forecast for Australia and Product 621:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.182257 33.749938 72.855030
31 2025-08-31 54.381463 34.162443 76.026319
32 2025-09-30 54.574244 33.929723 74.294106
33 2025-10-31 54.773451 34.892055 76.083356
34 2025-11-30 54.966232 34.340585 75.307136
14:01:41 - cmdstanpy - INFO - Chain [1] start processing 14:01:41 - cmdstanpy - INFO - Chain [1] done processing 14:01:41 - cmdstanpy - INFO - Chain [1] start processing 14:01:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 622:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.601936 24.332365 69.723227
31 2025-08-31 48.216913 27.060219 70.087702
32 2025-09-30 48.812052 27.966203 70.943046
33 2025-10-31 49.427029 26.939471 72.846936
34 2025-11-30 50.022168 26.538444 72.095295
Forecast for Australia and Product 623:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.581111 18.522652 60.568634
31 2025-08-31 39.545911 20.390396 59.948752
32 2025-09-30 39.511847 19.184148 59.859940
33 2025-10-31 39.476647 20.384799 59.368940
34 2025-11-30 39.442583 18.493902 58.981874
14:01:41 - cmdstanpy - INFO - Chain [1] start processing 14:01:41 - cmdstanpy - INFO - Chain [1] done processing 14:01:42 - cmdstanpy - INFO - Chain [1] start processing 14:01:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 624:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.653132 14.997887 63.558726
31 2025-08-31 39.853506 12.972235 64.569751
32 2025-09-30 40.047416 13.916376 65.123980
33 2025-10-31 40.247790 17.062073 63.407739
34 2025-11-30 40.441701 14.614775 64.947450
Forecast for Australia and Product 625:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.637675 22.476731 63.024233
31 2025-08-31 44.041939 25.094139 63.730361
32 2025-09-30 44.433161 24.214330 65.710546
33 2025-10-31 44.837425 22.611806 64.804107
34 2025-11-30 45.228647 24.256833 65.460409
14:01:42 - cmdstanpy - INFO - Chain [1] start processing 14:01:42 - cmdstanpy - INFO - Chain [1] done processing 14:01:42 - cmdstanpy - INFO - Chain [1] start processing 14:01:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 626:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.195310 20.581435 61.939846
31 2025-08-31 39.853446 19.296683 60.061452
32 2025-09-30 39.522609 16.797430 60.164222
33 2025-10-31 39.180745 19.130413 59.297607
34 2025-11-30 38.849908 18.208726 58.981527
Forecast for Australia and Product 627:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.454930 29.694344 60.674819
31 2025-08-31 46.008427 30.964374 61.641952
32 2025-09-30 46.544070 30.489138 61.833027
33 2025-10-31 47.097567 31.007051 62.431871
34 2025-11-30 47.633210 32.788988 63.997779
14:01:42 - cmdstanpy - INFO - Chain [1] start processing 14:01:42 - cmdstanpy - INFO - Chain [1] done processing 14:01:42 - cmdstanpy - INFO - Chain [1] start processing 14:01:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 628:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.146164 19.959561 66.010007
31 2025-08-31 42.105589 19.678319 66.345977
32 2025-09-30 42.066324 20.207582 66.694812
33 2025-10-31 42.025749 18.483813 63.483714
34 2025-11-30 41.986483 19.816910 66.184410
Forecast for Australia and Product 629:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.228005 30.585508 67.309082
31 2025-08-31 49.580312 31.436485 66.626906
32 2025-09-30 49.921255 32.394117 67.030262
33 2025-10-31 50.273562 33.148869 66.964583
34 2025-11-30 50.614505 34.499593 66.868424
14:01:42 - cmdstanpy - INFO - Chain [1] start processing 14:01:43 - cmdstanpy - INFO - Chain [1] done processing 14:01:43 - cmdstanpy - INFO - Chain [1] start processing 14:01:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 630:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.252659 10.247157 51.685645
31 2025-08-31 30.760770 9.634234 51.358952
32 2025-09-30 30.284749 7.482026 50.985405
33 2025-10-31 29.792860 8.578814 50.041982
34 2025-11-30 29.316838 8.883978 51.343190
Forecast for Australia and Product 631:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.510326 33.712420 60.775365
31 2025-08-31 47.171857 32.859404 61.336881
32 2025-09-30 47.812049 33.324332 60.662452
33 2025-10-31 48.473580 34.892101 62.533726
34 2025-11-30 49.113772 35.404497 63.172577
14:01:43 - cmdstanpy - INFO - Chain [1] start processing 14:01:43 - cmdstanpy - INFO - Chain [1] done processing 14:01:43 - cmdstanpy - INFO - Chain [1] start processing 14:01:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 632:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.707824 24.508049 51.600784
31 2025-08-31 38.655191 24.125436 52.843913
32 2025-09-30 38.604256 25.746976 54.341263
33 2025-10-31 38.551623 24.086617 53.502447
34 2025-11-30 38.500687 24.183801 52.954142
Forecast for Australia and Product 633:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.686511 15.070864 41.625825
31 2025-08-31 28.136287 14.619102 40.571837
32 2025-09-30 27.603813 14.485069 40.536199
33 2025-10-31 27.053589 13.911422 40.460401
34 2025-11-30 26.521115 13.247629 39.631645
14:01:43 - cmdstanpy - INFO - Chain [1] start processing 14:01:43 - cmdstanpy - INFO - Chain [1] done processing 14:01:43 - cmdstanpy - INFO - Chain [1] start processing 14:01:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 634:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.200973 36.620956 75.483700
31 2025-08-31 57.092670 36.340314 76.713791
32 2025-09-30 57.955604 38.521872 76.278409
33 2025-10-31 58.847301 39.302876 77.763594
34 2025-11-30 59.710234 39.663735 79.095347
Forecast for Australia and Product 635:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.248827 9.987340 46.203383
31 2025-08-31 27.631319 9.432619 46.391109
32 2025-09-30 27.033731 7.692732 44.357771
33 2025-10-31 26.416223 6.676883 43.341541
34 2025-11-30 25.818634 8.260589 42.897814
14:01:44 - cmdstanpy - INFO - Chain [1] start processing 14:01:44 - cmdstanpy - INFO - Chain [1] done processing 14:01:44 - cmdstanpy - INFO - Chain [1] start processing 14:01:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 636:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.270059 29.019860 68.496098
31 2025-08-31 48.270588 27.809517 67.065108
32 2025-09-30 48.271100 26.923869 69.533155
33 2025-10-31 48.271630 27.574952 68.595791
34 2025-11-30 48.272142 28.517548 67.719992
Forecast for Australia and Product 637:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.961797 34.205814 69.923549
31 2025-08-31 52.419490 34.276849 71.035699
32 2025-09-30 52.862418 36.491866 70.803459
33 2025-10-31 53.320111 35.587680 70.804664
34 2025-11-30 53.763040 37.164378 71.975019
14:01:44 - cmdstanpy - INFO - Chain [1] start processing 14:01:44 - cmdstanpy - INFO - Chain [1] done processing 14:01:44 - cmdstanpy - INFO - Chain [1] start processing 14:01:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 638:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.420807 23.497999 63.515709
31 2025-08-31 42.499427 22.229727 59.608038
32 2025-09-30 42.575511 24.039627 62.380684
33 2025-10-31 42.654131 23.418979 62.000802
34 2025-11-30 42.730215 24.321808 62.900861
14:01:44 - cmdstanpy - INFO - Chain [1] start processing 14:01:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 639:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.780482 25.984431 69.893588
31 2025-08-31 49.416227 25.244665 70.334016
32 2025-09-30 50.031464 28.540578 72.331726
33 2025-10-31 50.667209 28.116861 73.685157
34 2025-11-30 51.282446 28.183506 73.765032
Forecast for Australia and Product 640:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.096771 7.032604 53.986036
31 2025-08-31 29.513100 5.220601 54.762021
32 2025-09-30 28.948258 6.163731 53.341489
33 2025-10-31 28.364587 5.283245 52.363132
34 2025-11-30 27.799744 1.255269 50.955988
14:01:44 - cmdstanpy - INFO - Chain [1] start processing 14:01:45 - cmdstanpy - INFO - Chain [1] done processing 14:01:45 - cmdstanpy - INFO - Chain [1] start processing 14:01:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 641:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.510496 13.880471 50.498353
31 2025-08-31 31.995083 14.494818 49.702748
32 2025-09-30 31.496296 13.886268 48.317879
33 2025-10-31 30.980883 13.176354 48.469764
34 2025-11-30 30.482096 12.838659 50.301828
Forecast for Australia and Product 642:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.849640 3.546141 49.440479
31 2025-08-31 25.994677 3.708916 47.324776
32 2025-09-30 25.167293 1.063990 47.347775
33 2025-10-31 24.312330 1.679047 46.784902
34 2025-11-30 23.484947 1.606840 46.612099
14:01:45 - cmdstanpy - INFO - Chain [1] start processing 14:01:45 - cmdstanpy - INFO - Chain [1] done processing 14:01:45 - cmdstanpy - INFO - Chain [1] start processing 14:01:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 643:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.001572 24.046550 75.810630
31 2025-08-31 50.301580 21.894393 77.144650
32 2025-09-30 50.591911 26.353423 77.097597
33 2025-10-31 50.891919 27.516590 76.810200
34 2025-11-30 51.182250 24.241362 76.586914
Forecast for Australia and Product 644:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.762172 30.654702 68.295481
31 2025-08-31 49.982700 31.748441 70.319741
32 2025-09-30 50.196114 30.697664 70.194437
33 2025-10-31 50.416641 31.273624 69.780899
34 2025-11-30 50.630056 32.977098 70.085726
14:01:45 - cmdstanpy - INFO - Chain [1] start processing 14:01:45 - cmdstanpy - INFO - Chain [1] done processing 14:01:45 - cmdstanpy - INFO - Chain [1] start processing 14:01:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 645:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.644551 21.122139 60.230433
31 2025-08-31 40.744694 21.138265 60.754763
32 2025-09-30 40.841606 21.910853 59.162079
33 2025-10-31 40.941748 22.198554 59.799472
34 2025-11-30 41.038660 20.761724 60.143673
Forecast for Australia and Product 646:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.510399 31.963754 81.443923
31 2025-08-31 56.149529 31.932857 81.171354
32 2025-09-30 56.768043 33.061146 81.790451
33 2025-10-31 57.407174 33.821261 80.974212
34 2025-11-30 58.025688 33.208566 83.099539
14:01:45 - cmdstanpy - INFO - Chain [1] start processing 14:01:46 - cmdstanpy - INFO - Chain [1] done processing 14:01:46 - cmdstanpy - INFO - Chain [1] start processing 14:01:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 647:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.505060 8.826906 43.903693
31 2025-08-31 24.877537 6.490172 42.961837
32 2025-09-30 24.270257 6.474775 42.279154
33 2025-10-31 23.642734 5.291597 41.571287
34 2025-11-30 23.035453 4.526814 40.309184
Forecast for Australia and Product 648:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.263056 11.517564 62.669775
31 2025-08-31 37.235337 12.309702 62.405969
32 2025-09-30 37.208512 11.300347 63.642830
33 2025-10-31 37.180792 12.137984 63.104772
34 2025-11-30 37.153967 11.527082 62.014092
14:01:46 - cmdstanpy - INFO - Chain [1] start processing 14:01:46 - cmdstanpy - INFO - Chain [1] done processing 14:01:46 - cmdstanpy - INFO - Chain [1] start processing 14:01:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 649:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.296719 8.931121 54.521152
31 2025-08-31 31.606920 9.664615 54.997753
32 2025-09-30 30.939373 9.160235 53.828642
33 2025-10-31 30.249574 8.301572 53.009901
34 2025-11-30 29.582027 7.480877 53.937043
Forecast for Australia and Product 650:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.786034 24.742791 60.657415
31 2025-08-31 44.107934 23.845763 62.304602
32 2025-09-30 44.419451 26.308023 63.205342
33 2025-10-31 44.741351 25.641066 62.476781
34 2025-11-30 45.052868 27.054454 62.419061
14:01:46 - cmdstanpy - INFO - Chain [1] start processing 14:01:46 - cmdstanpy - INFO - Chain [1] done processing 14:01:46 - cmdstanpy - INFO - Chain [1] start processing 14:01:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 651:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.333495 11.824353 46.565041
31 2025-08-31 29.025287 11.917193 45.707194
32 2025-09-30 28.727022 12.585900 47.189105
33 2025-10-31 28.418814 11.029384 44.752011
34 2025-11-30 28.120548 10.707602 45.697713
Forecast for Australia and Product 652:
ds yhat yhat_lower yhat_upper
30 2025-07-31 64.179762 47.841732 80.459231
31 2025-08-31 65.119268 49.379346 81.707243
32 2025-09-30 66.028468 49.765223 82.583569
33 2025-10-31 66.967975 50.821509 82.450676
34 2025-11-30 67.877175 52.068866 82.656114
14:01:46 - cmdstanpy - INFO - Chain [1] start processing 14:01:47 - cmdstanpy - INFO - Chain [1] done processing 14:01:47 - cmdstanpy - INFO - Chain [1] start processing 14:01:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 653:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.177921 13.668389 48.659280
31 2025-08-31 31.656434 12.445865 49.175042
32 2025-09-30 31.151769 13.090195 46.855904
33 2025-10-31 30.630281 12.076128 48.468609
34 2025-11-30 30.125616 11.345502 47.029093
Forecast for Australia and Product 654:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.776441 25.504163 68.894962
31 2025-08-31 48.052085 25.606992 70.654599
32 2025-09-30 48.318838 25.926696 70.089630
33 2025-10-31 48.594482 27.583566 69.824626
34 2025-11-30 48.861235 27.291963 70.748955
14:01:47 - cmdstanpy - INFO - Chain [1] start processing 14:01:47 - cmdstanpy - INFO - Chain [1] done processing 14:01:47 - cmdstanpy - INFO - Chain [1] start processing 14:01:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 655:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.784566 24.292696 67.110090
31 2025-08-31 46.185633 25.008284 68.191122
32 2025-09-30 46.573762 25.242466 67.341655
33 2025-10-31 46.974829 27.207796 69.240238
34 2025-11-30 47.362958 25.119995 70.089639
Forecast for Australia and Product 656:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.638949 16.542028 53.752948
31 2025-08-31 35.239185 16.054513 54.267593
32 2025-09-30 34.852317 15.561710 55.327428
33 2025-10-31 34.452554 16.188172 54.194000
34 2025-11-30 34.065686 15.834530 52.232314
14:01:47 - cmdstanpy - INFO - Chain [1] start processing 14:01:47 - cmdstanpy - INFO - Chain [1] done processing 14:01:47 - cmdstanpy - INFO - Chain [1] start processing 14:01:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 657:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.844597 12.375631 60.040995
31 2025-08-31 35.701446 11.657470 60.162312
32 2025-09-30 35.562913 10.320644 58.288744
33 2025-10-31 35.419762 11.892054 58.587256
34 2025-11-30 35.281229 9.342330 60.948378
Forecast for Australia and Product 658:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.354737 23.994504 60.400532
31 2025-08-31 42.544009 25.536395 61.419641
32 2025-09-30 42.727177 25.940394 61.047062
33 2025-10-31 42.916450 25.823000 59.168159
34 2025-11-30 43.099617 26.627340 60.686175
14:01:48 - cmdstanpy - INFO - Chain [1] start processing 14:01:48 - cmdstanpy - INFO - Chain [1] done processing 14:01:48 - cmdstanpy - INFO - Chain [1] start processing 14:01:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 659:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.913060 5.580191 42.444786
31 2025-08-31 22.905601 4.535593 42.115020
32 2025-09-30 21.930640 4.022314 40.000486
33 2025-10-31 20.923181 3.226447 39.269669
34 2025-11-30 19.948220 1.159992 37.935898
Forecast for Australia and Product 660:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.038314 13.547259 41.775714
31 2025-08-31 27.520840 13.555759 41.546484
32 2025-09-30 27.020058 13.229586 41.062328
33 2025-10-31 26.502583 12.485049 39.835424
34 2025-11-30 26.001801 14.103986 39.061459
14:01:48 - cmdstanpy - INFO - Chain [1] start processing 14:01:48 - cmdstanpy - INFO - Chain [1] done processing 14:01:48 - cmdstanpy - INFO - Chain [1] start processing 14:01:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 661:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.836180 14.591109 62.774719
31 2025-08-31 38.499054 13.718655 62.191200
32 2025-09-30 38.172804 14.785282 61.509249
33 2025-10-31 37.835678 15.099360 62.410480
34 2025-11-30 37.509427 14.544729 61.133081
Forecast for Australia and Product 662:
ds yhat yhat_lower yhat_upper
30 2025-07-31 11.664110 -4.046070 26.673029
31 2025-08-31 10.236374 -5.568191 26.701400
32 2025-09-30 8.854695 -7.104460 24.975202
33 2025-10-31 7.426959 -8.936616 23.446775
34 2025-11-30 6.045280 -9.500308 22.517310
14:01:48 - cmdstanpy - INFO - Chain [1] start processing 14:01:48 - cmdstanpy - INFO - Chain [1] done processing 14:01:48 - cmdstanpy - INFO - Chain [1] start processing 14:01:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 663:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.528957 34.967171 60.598663
31 2025-08-31 47.871485 34.243241 60.441699
32 2025-09-30 48.202964 35.340389 61.591693
33 2025-10-31 48.545493 34.658119 60.427815
34 2025-11-30 48.876972 36.040418 61.802372
Forecast for Australia and Product 664:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.777594 28.981474 73.234011
31 2025-08-31 51.295506 30.343207 72.815297
32 2025-09-30 51.796712 30.148810 73.358431
33 2025-10-31 52.314624 31.458509 75.624230
34 2025-11-30 52.815830 31.630038 73.156688
14:01:49 - cmdstanpy - INFO - Chain [1] start processing 14:01:49 - cmdstanpy - INFO - Chain [1] done processing 14:01:49 - cmdstanpy - INFO - Chain [1] start processing 14:01:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 665:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.168034 28.681423 56.229380
31 2025-08-31 42.305657 28.321542 55.788689
32 2025-09-30 42.438841 29.429146 56.475179
33 2025-10-31 42.576464 27.381955 56.873001
34 2025-11-30 42.709648 29.363789 57.430878
Forecast for Australia and Product 666:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.006078 17.345794 56.509320
31 2025-08-31 36.797792 18.401183 55.714686
32 2025-09-30 36.596226 17.656893 54.586501
33 2025-10-31 36.387941 17.679864 55.533700
34 2025-11-30 36.186375 16.138894 54.743952
14:01:49 - cmdstanpy - INFO - Chain [1] start processing 14:01:49 - cmdstanpy - INFO - Chain [1] done processing 14:01:49 - cmdstanpy - INFO - Chain [1] start processing 14:01:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 667:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.803700 6.342094 42.650416
31 2025-08-31 23.943812 4.891227 42.639713
32 2025-09-30 23.111663 4.500498 40.103200
33 2025-10-31 22.251775 3.652449 39.142100
34 2025-11-30 21.419626 2.820783 40.954109
Forecast for Australia and Product 668:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.112107 18.056325 53.275491
31 2025-08-31 35.938833 19.075764 53.220252
32 2025-09-30 35.771149 17.690080 53.444834
33 2025-10-31 35.597875 18.109328 52.721063
34 2025-11-30 35.430191 16.592608 52.633040
14:01:49 - cmdstanpy - INFO - Chain [1] start processing 14:01:49 - cmdstanpy - INFO - Chain [1] done processing 14:01:49 - cmdstanpy - INFO - Chain [1] start processing 14:01:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 669:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.741917 7.340688 64.012413
31 2025-08-31 34.417015 7.231808 65.162653
32 2025-09-30 34.102594 4.824538 62.171146
33 2025-10-31 33.777692 6.613799 60.692112
34 2025-11-30 33.463271 8.933439 60.052637
Forecast for Australia and Product 670:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.498733 22.545915 54.810443
31 2025-08-31 38.193831 22.680950 53.232422
32 2025-09-30 37.898763 21.493835 53.303167
33 2025-10-31 37.593861 21.688160 54.767376
34 2025-11-30 37.298794 21.777849 52.557334
14:01:50 - cmdstanpy - INFO - Chain [1] start processing 14:01:50 - cmdstanpy - INFO - Chain [1] done processing 14:01:50 - cmdstanpy - INFO - Chain [1] start processing 14:01:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 671:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.836441 23.196584 60.681587
31 2025-08-31 41.921018 22.585024 60.142745
32 2025-09-30 42.002866 22.044741 61.160436
33 2025-10-31 42.087443 22.710418 61.479254
34 2025-11-30 42.169292 23.213583 61.774589
Forecast for Australia and Product 672:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.209963 24.896070 67.735605
31 2025-08-31 46.303269 24.975741 65.361613
32 2025-09-30 46.393566 25.615729 67.575740
33 2025-10-31 46.486873 25.172630 67.115922
34 2025-11-30 46.577170 25.269137 68.152589
14:01:50 - cmdstanpy - INFO - Chain [1] start processing 14:01:50 - cmdstanpy - INFO - Chain [1] done processing 14:01:50 - cmdstanpy - INFO - Chain [1] start processing 14:01:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 673:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.178055 21.224542 58.908057
31 2025-08-31 40.418584 22.989260 57.737404
32 2025-09-30 40.651354 21.738940 59.122958
33 2025-10-31 40.891883 22.601806 60.238183
34 2025-11-30 41.124654 22.412036 59.374711
14:01:50 - cmdstanpy - INFO - Chain [1] start processing 14:01:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 674:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.192595 15.873195 57.946268
31 2025-08-31 36.982072 16.047496 58.082544
32 2025-09-30 36.778340 13.829440 56.732305
33 2025-10-31 36.567816 15.796228 59.216742
34 2025-11-30 36.364084 14.526308 57.615938
Forecast for Australia and Product 675:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.311134 10.582384 51.251753
31 2025-08-31 30.786318 9.317473 50.920078
32 2025-09-30 30.278432 10.230015 49.703996
33 2025-10-31 29.753616 8.364960 51.484275
34 2025-11-30 29.245729 8.921370 49.555818
14:01:50 - cmdstanpy - INFO - Chain [1] start processing 14:01:50 - cmdstanpy - INFO - Chain [1] done processing 14:01:51 - cmdstanpy - INFO - Chain [1] start processing 14:01:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 676:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.931331 13.508068 48.521242
31 2025-08-31 30.206358 13.104317 47.018390
32 2025-09-30 29.504771 12.300226 48.124214
33 2025-10-31 28.779797 11.362613 47.294670
34 2025-11-30 28.078210 11.446186 46.045960
Forecast for Australia and Product 677:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.844733 6.958485 45.707631
31 2025-08-31 25.127634 5.700548 44.283548
32 2025-09-30 24.433667 5.195057 43.200974
33 2025-10-31 23.716568 5.259015 42.614920
34 2025-11-30 23.022601 5.662203 41.375712
14:01:51 - cmdstanpy - INFO - Chain [1] start processing 14:01:51 - cmdstanpy - INFO - Chain [1] done processing 14:01:51 - cmdstanpy - INFO - Chain [1] start processing 14:01:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 678:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.339360 35.882312 76.317802
31 2025-08-31 56.675706 35.107930 77.392636
32 2025-09-30 57.001203 36.199143 78.477721
33 2025-10-31 57.337549 35.933240 78.801750
34 2025-11-30 57.663046 37.825415 77.907287
Forecast for Australia and Product 679:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.819687 30.518927 50.028366
31 2025-08-31 41.043182 31.255497 50.547904
32 2025-09-30 41.259468 31.040802 51.383954
33 2025-10-31 41.482963 32.729006 51.501746
34 2025-11-30 41.699249 32.433684 51.445826
14:01:51 - cmdstanpy - INFO - Chain [1] start processing 14:01:51 - cmdstanpy - INFO - Chain [1] done processing 14:01:51 - cmdstanpy - INFO - Chain [1] start processing 14:01:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 680:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.981176 3.360517 41.341547
31 2025-08-31 20.804157 1.525848 41.410453
32 2025-09-30 19.665107 0.340622 38.834260
33 2025-10-31 18.488089 -2.295916 35.956731
34 2025-11-30 17.349038 -0.960813 37.157897
Forecast for Australia and Product 681:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.821472 3.425139 47.329896
31 2025-08-31 24.015469 2.235643 45.327922
32 2025-09-30 23.235466 1.347990 43.864384
33 2025-10-31 22.429462 0.429456 44.226055
34 2025-11-30 21.649459 2.434005 44.171124
14:01:51 - cmdstanpy - INFO - Chain [1] start processing 14:01:52 - cmdstanpy - INFO - Chain [1] done processing 14:01:52 - cmdstanpy - INFO - Chain [1] start processing 14:01:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 682:
ds yhat yhat_lower yhat_upper
30 2025-07-31 12.710068 -1.069487 24.813332
31 2025-08-31 11.559914 -0.708737 23.808174
32 2025-09-30 10.446861 -1.842953 24.333014
33 2025-10-31 9.296707 -3.242093 21.941408
34 2025-11-30 8.183654 -4.929707 21.021911
Forecast for Australia and Product 683:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.343153 25.078474 71.071989
31 2025-08-31 48.629946 26.041145 72.783504
32 2025-09-30 48.907488 25.951380 73.800814
33 2025-10-31 49.194281 25.291338 71.210900
34 2025-11-30 49.471822 27.143177 73.381821
14:01:52 - cmdstanpy - INFO - Chain [1] start processing 14:01:52 - cmdstanpy - INFO - Chain [1] done processing 14:01:52 - cmdstanpy - INFO - Chain [1] start processing 14:01:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 684:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.828211 27.317108 54.446883
31 2025-08-31 40.624018 25.512211 55.057700
32 2025-09-30 40.426411 27.133495 54.553479
33 2025-10-31 40.222217 26.134493 53.659404
34 2025-11-30 40.024610 26.285481 53.818478
Forecast for Australia and Product 685:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.261363 23.868206 60.324163
31 2025-08-31 42.405419 24.492894 60.386168
32 2025-09-30 42.544827 23.339221 60.525269
33 2025-10-31 42.688883 24.529530 60.683681
34 2025-11-30 42.828292 23.049451 61.897254
14:01:52 - cmdstanpy - INFO - Chain [1] start processing 14:01:52 - cmdstanpy - INFO - Chain [1] done processing 14:01:52 - cmdstanpy - INFO - Chain [1] start processing 14:01:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 686:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.187655 14.245912 59.054985
31 2025-08-31 37.882187 15.294618 60.972421
32 2025-09-30 37.586573 15.991010 59.817579
33 2025-10-31 37.281105 14.651779 60.387232
34 2025-11-30 36.985491 14.590608 59.685241
Forecast for Australia and Product 687:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.079547 25.818125 61.271742
31 2025-08-31 43.093273 24.923475 60.466394
32 2025-09-30 43.106557 25.804822 60.197626
33 2025-10-31 43.120284 25.673608 61.717702
34 2025-11-30 43.133568 26.611491 61.252798
14:01:53 - cmdstanpy - INFO - Chain [1] start processing 14:01:53 - cmdstanpy - INFO - Chain [1] done processing 14:01:53 - cmdstanpy - INFO - Chain [1] start processing 14:01:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 688:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.202700 7.676233 43.515303
31 2025-08-31 24.387355 6.515111 40.581840
32 2025-09-30 23.598311 5.580955 40.872499
33 2025-10-31 22.782965 4.910377 40.066658
34 2025-11-30 21.993921 4.122999 38.842247
14:01:53 - cmdstanpy - INFO - Chain [1] start processing 14:01:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 689:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.546042 28.111419 82.765979
31 2025-08-31 56.148513 32.521701 83.001591
32 2025-09-30 56.731549 29.838371 81.509144
33 2025-10-31 57.334019 28.552192 81.389637
34 2025-11-30 57.917055 31.043010 85.799397
Forecast for Australia and Product 690:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.675483 1.585387 49.407621
31 2025-08-31 25.936627 2.527962 49.999780
32 2025-09-30 25.221606 1.526456 49.247865
33 2025-10-31 24.482750 1.562920 47.107953
34 2025-11-30 23.767728 0.053193 46.122180
14:01:53 - cmdstanpy - INFO - Chain [1] start processing 14:01:53 - cmdstanpy - INFO - Chain [1] done processing 14:01:53 - cmdstanpy - INFO - Chain [1] start processing 14:01:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 691:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.572320 25.912513 53.705012
31 2025-08-31 39.653778 25.639417 53.264408
32 2025-09-30 39.732609 25.575143 53.948374
33 2025-10-31 39.814068 26.862046 53.940238
34 2025-11-30 39.892899 26.808607 53.578464
Forecast for Australia and Product 692:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.122875 14.110942 57.125629
31 2025-08-31 33.796427 13.406603 55.907229
32 2025-09-30 33.480510 12.683739 54.382275
33 2025-10-31 33.154063 10.269613 55.356128
34 2025-11-30 32.838146 11.114561 54.650030
14:01:53 - cmdstanpy - INFO - Chain [1] start processing 14:01:54 - cmdstanpy - INFO - Chain [1] done processing 14:01:54 - cmdstanpy - INFO - Chain [1] start processing 14:01:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 693:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.791614 8.086943 37.986391
31 2025-08-31 22.132735 8.440415 36.313649
32 2025-09-30 21.495110 7.403543 36.482585
33 2025-10-31 20.836230 6.102252 34.837510
34 2025-11-30 20.198605 5.936298 34.959657
Forecast for Australia and Product 694:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.038125 13.542150 63.071458
31 2025-08-31 38.739584 14.555191 63.081124
32 2025-09-30 38.450674 14.240128 64.676312
33 2025-10-31 38.152133 14.182667 61.082663
34 2025-11-30 37.863223 14.698572 61.203979
14:01:54 - cmdstanpy - INFO - Chain [1] start processing 14:01:54 - cmdstanpy - INFO - Chain [1] done processing 14:01:54 - cmdstanpy - INFO - Chain [1] start processing 14:01:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 695:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.126222 29.596555 81.472592
31 2025-08-31 57.738897 31.782024 82.250059
32 2025-09-30 58.331809 33.116382 84.188565
33 2025-10-31 58.944485 34.581607 82.871256
34 2025-11-30 59.537397 34.126123 85.713850
Forecast for Australia and Product 696:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.517747 17.554402 51.288694
31 2025-08-31 34.256709 16.758937 50.946877
32 2025-09-30 34.004091 16.316508 51.595135
33 2025-10-31 33.743052 17.485501 51.358567
34 2025-11-30 33.490435 17.466198 51.260670
14:01:54 - cmdstanpy - INFO - Chain [1] start processing 14:01:54 - cmdstanpy - INFO - Chain [1] done processing 14:01:54 - cmdstanpy - INFO - Chain [1] start processing 14:01:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 697:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.502460 28.340998 69.105350
31 2025-08-31 50.213638 30.994525 70.579130
32 2025-09-30 50.901874 31.977960 70.542115
33 2025-10-31 51.613052 32.062806 71.959473
34 2025-11-30 52.301288 32.624011 73.151434
Forecast for Australia and Product 698:
ds yhat yhat_lower yhat_upper
30 2025-07-31 14.292390 -4.385863 31.505168
31 2025-08-31 13.034517 -4.150098 31.946451
32 2025-09-30 11.817220 -5.097247 27.886807
33 2025-10-31 10.559347 -8.011974 27.416493
34 2025-11-30 9.342050 -8.177666 27.754884
14:01:54 - cmdstanpy - INFO - Chain [1] start processing 14:01:55 - cmdstanpy - INFO - Chain [1] done processing 14:01:55 - cmdstanpy - INFO - Chain [1] start processing 14:01:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 699:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.939638 11.039637 45.740361
31 2025-08-31 27.359531 10.423418 45.111905
32 2025-09-30 26.798138 8.569491 43.836487
33 2025-10-31 26.218031 6.859307 42.945208
34 2025-11-30 25.656638 8.998311 43.328299
Forecast for Australia and Product 700:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.682189 23.572737 53.485859
31 2025-08-31 38.698749 23.361893 54.798150
32 2025-09-30 38.714774 23.229755 53.505643
33 2025-10-31 38.731334 23.458488 53.869440
34 2025-11-30 38.747359 23.361792 54.379042
14:01:55 - cmdstanpy - INFO - Chain [1] start processing 14:01:55 - cmdstanpy - INFO - Chain [1] done processing 14:01:55 - cmdstanpy - INFO - Chain [1] start processing 14:01:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 701:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.209290 31.758106 82.473799
31 2025-08-31 57.035638 31.755254 82.314392
32 2025-09-30 57.835329 31.297994 81.501545
33 2025-10-31 58.661676 31.349892 83.187335
34 2025-11-30 59.461367 35.143930 84.839977
Forecast for Australia and Product 702:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.214812 21.740596 63.499185
31 2025-08-31 42.242794 21.650758 63.817920
32 2025-09-30 42.269874 21.998090 62.158670
33 2025-10-31 42.297856 21.618651 65.641212
34 2025-11-30 42.324935 18.333137 64.694115
14:01:55 - cmdstanpy - INFO - Chain [1] start processing 14:01:55 - cmdstanpy - INFO - Chain [1] done processing 14:01:55 - cmdstanpy - INFO - Chain [1] start processing 14:01:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 703:
ds yhat yhat_lower yhat_upper
29 2025-07-31 44.411843 21.472639 67.914198
30 2025-08-31 44.309992 19.407846 66.453383
31 2025-09-30 44.211426 21.341444 69.068752
32 2025-10-31 44.109574 20.039464 66.701437
33 2025-11-30 44.011008 21.126004 66.146236
Forecast for Australia and Product 704:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.800933 10.126767 45.295098
31 2025-08-31 27.214854 8.527867 45.550057
32 2025-09-30 26.647682 8.635695 43.763866
33 2025-10-31 26.061603 7.707196 44.590027
34 2025-11-30 25.494430 7.602933 42.698286
14:01:56 - cmdstanpy - INFO - Chain [1] start processing 14:01:56 - cmdstanpy - INFO - Chain [1] done processing 14:01:56 - cmdstanpy - INFO - Chain [1] start processing 14:01:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 705:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.130752 18.602846 63.346745
31 2025-08-31 42.249566 20.234789 64.801603
32 2025-09-30 42.364547 20.831287 65.735912
33 2025-10-31 42.483361 20.593200 63.814894
34 2025-11-30 42.598342 21.973932 63.273399
Forecast for Australia and Product 706:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.053853 29.549724 74.043033
31 2025-08-31 52.746785 29.433759 74.746069
32 2025-09-30 53.417365 30.481889 77.190243
33 2025-10-31 54.110297 32.697884 77.658398
34 2025-11-30 54.780876 32.575471 77.936961
14:01:56 - cmdstanpy - INFO - Chain [1] start processing 14:01:56 - cmdstanpy - INFO - Chain [1] done processing 14:01:56 - cmdstanpy - INFO - Chain [1] start processing 14:01:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 707:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.759614 24.866795 78.258646
31 2025-08-31 53.238160 29.437707 78.810300
32 2025-09-30 53.701269 30.004249 78.856787
33 2025-10-31 54.179814 29.589934 78.025896
34 2025-11-30 54.642923 30.424466 78.625421
Forecast for Australia and Product 708:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.707842 13.096536 49.690614
31 2025-08-31 31.230769 13.365099 48.948065
32 2025-09-30 30.769085 13.759890 47.895686
33 2025-10-31 30.292012 11.615097 47.927556
34 2025-11-30 29.830329 11.317923 47.536524
14:01:56 - cmdstanpy - INFO - Chain [1] start processing 14:01:56 - cmdstanpy - INFO - Chain [1] done processing 14:01:56 - cmdstanpy - INFO - Chain [1] start processing 14:01:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 709:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.058609 17.886502 54.501555
31 2025-08-31 35.810171 16.977074 54.819522
32 2025-09-30 35.569748 16.688767 55.867928
33 2025-10-31 35.321310 14.957244 53.886145
34 2025-11-30 35.080887 15.852068 55.893000
Forecast for Australia and Product 710:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.487168 31.781274 76.644873
31 2025-08-31 55.078557 33.269368 77.100117
32 2025-09-30 55.650869 32.961684 76.622237
33 2025-10-31 56.242259 33.202638 79.034402
34 2025-11-30 56.814571 34.428374 79.685233
14:01:57 - cmdstanpy - INFO - Chain [1] start processing 14:01:57 - cmdstanpy - INFO - Chain [1] done processing 14:01:57 - cmdstanpy - INFO - Chain [1] start processing 14:01:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 711:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.522490 13.565669 55.871966
31 2025-08-31 34.262804 12.735863 57.619362
32 2025-09-30 34.011494 12.786390 55.714223
33 2025-10-31 33.751808 10.931184 53.962174
34 2025-11-30 33.500498 13.177466 55.412246
Forecast for Australia and Product 712:
ds yhat yhat_lower yhat_upper
30 2025-07-31 63.607065 42.711599 82.541586
31 2025-08-31 64.689904 45.207730 84.420420
32 2025-09-30 65.737812 46.443965 86.593719
33 2025-10-31 66.820651 45.975287 87.447541
34 2025-11-30 67.868560 48.327684 88.561331
14:01:57 - cmdstanpy - INFO - Chain [1] start processing 14:01:57 - cmdstanpy - INFO - Chain [1] done processing 14:01:57 - cmdstanpy - INFO - Chain [1] start processing 14:01:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 713:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.885349 19.091451 54.195772
31 2025-08-31 36.780203 19.208969 54.987977
32 2025-09-30 36.678449 18.964583 53.730869
33 2025-10-31 36.573303 17.989824 55.178605
34 2025-11-30 36.471549 18.228137 55.193584
Forecast for Australia and Product 714:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.529580 23.040887 61.583838
31 2025-08-31 42.413641 22.037343 60.948122
32 2025-09-30 42.301442 22.514693 62.199593
33 2025-10-31 42.185502 22.411426 61.531484
34 2025-11-30 42.073303 24.452181 59.779254
14:01:57 - cmdstanpy - INFO - Chain [1] start processing 14:01:57 - cmdstanpy - INFO - Chain [1] done processing 14:01:57 - cmdstanpy - INFO - Chain [1] start processing 14:01:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 715:
ds yhat yhat_lower yhat_upper
30 2025-07-31 63.049664 46.476078 78.259664
31 2025-08-31 64.103515 49.033100 78.810550
32 2025-09-30 65.123371 49.831921 80.660326
33 2025-10-31 66.177222 52.100475 82.769699
34 2025-11-30 67.197077 52.567669 81.909030
Forecast for Australia and Product 716:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.603920 26.652919 63.076623
31 2025-08-31 46.209313 28.279208 64.004566
32 2025-09-30 46.795177 29.585146 64.410763
33 2025-10-31 47.400569 30.639010 64.886958
34 2025-11-30 47.986433 28.525887 65.266272
14:01:58 - cmdstanpy - INFO - Chain [1] start processing 14:01:58 - cmdstanpy - INFO - Chain [1] done processing 14:01:58 - cmdstanpy - INFO - Chain [1] start processing 14:01:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 717:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.444959 24.810361 63.915615
31 2025-08-31 43.823092 24.153907 62.012055
32 2025-09-30 44.189027 22.415783 64.666785
33 2025-10-31 44.567160 24.099184 63.223197
34 2025-11-30 44.933095 25.010819 65.097799
Forecast for Australia and Product 718:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.273213 19.611888 67.211525
31 2025-08-31 44.160281 21.230056 65.623203
32 2025-09-30 44.050992 20.735249 67.257986
33 2025-10-31 43.938060 19.632649 67.135667
34 2025-11-30 43.828770 21.270867 67.011147
14:01:58 - cmdstanpy - INFO - Chain [1] start processing 14:01:58 - cmdstanpy - INFO - Chain [1] done processing 14:01:58 - cmdstanpy - INFO - Chain [1] start processing 14:01:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 719:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.544386 22.601721 69.545018
31 2025-08-31 45.876685 21.988642 70.592311
32 2025-09-30 46.198265 23.157382 68.848503
33 2025-10-31 46.530564 25.302051 71.328487
34 2025-11-30 46.852144 22.430955 70.333665
Forecast for Australia and Product 720:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.481940 18.720836 58.448769
31 2025-08-31 37.154148 16.965326 57.681051
32 2025-09-30 36.836930 16.493951 56.569552
33 2025-10-31 36.509138 15.261858 56.644121
34 2025-11-30 36.191920 15.587025 56.647592
14:01:58 - cmdstanpy - INFO - Chain [1] start processing 14:01:58 - cmdstanpy - INFO - Chain [1] done processing 14:01:58 - cmdstanpy - INFO - Chain [1] start processing 14:01:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 721:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.508351 16.822287 46.951742
31 2025-08-31 31.139384 17.216628 45.270778
32 2025-09-30 30.782320 16.102323 45.758205
33 2025-10-31 30.413354 15.232697 44.316069
34 2025-11-30 30.056290 15.863197 44.356137
Forecast for Australia and Product 722:
ds yhat yhat_lower yhat_upper
29 2025-07-31 39.197996 17.913442 61.333075
30 2025-08-31 39.075686 16.931670 58.698099
31 2025-09-30 38.957322 16.773527 60.463748
32 2025-10-31 38.835012 17.806048 60.037405
33 2025-11-30 38.716648 17.258555 60.087935
14:01:59 - cmdstanpy - INFO - Chain [1] start processing 14:01:59 - cmdstanpy - INFO - Chain [1] done processing 14:01:59 - cmdstanpy - INFO - Chain [1] start processing 14:01:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 723:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.047543 15.981300 45.312527
31 2025-08-31 29.872630 14.965597 45.219052
32 2025-09-30 29.703359 15.888357 45.800385
33 2025-10-31 29.528446 15.406736 44.283228
34 2025-11-30 29.359175 14.125954 43.796627
14:01:59 - cmdstanpy - INFO - Chain [1] start processing 14:01:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 724:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.924365 25.433874 67.718248
31 2025-08-31 47.060003 26.790477 67.392225
32 2025-09-30 47.191266 27.244716 67.652158
33 2025-10-31 47.326905 26.115397 69.476250
34 2025-11-30 47.458168 27.521091 69.168175
Forecast for Australia and Product 725:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.614975 5.107445 52.548041
31 2025-08-31 26.847571 3.754416 50.888083
32 2025-09-30 26.104922 2.958003 51.219243
33 2025-10-31 25.337519 1.773053 50.650859
34 2025-11-30 24.594870 -0.487748 49.393128
14:01:59 - cmdstanpy - INFO - Chain [1] start processing 14:01:59 - cmdstanpy - INFO - Chain [1] done processing 14:01:59 - cmdstanpy - INFO - Chain [1] start processing 14:01:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 726:
ds yhat yhat_lower yhat_upper
30 2025-07-31 17.597654 2.709796 31.961815
31 2025-08-31 16.561799 1.769498 31.244539
32 2025-09-30 15.559359 0.668140 29.904521
33 2025-10-31 14.523504 0.322780 28.388858
34 2025-11-30 13.521063 -1.164287 29.433115
Forecast for Australia and Product 727:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.305469 16.054340 54.065388
31 2025-08-31 35.059741 16.776936 54.713925
32 2025-09-30 34.821939 16.559021 54.097112
33 2025-10-31 34.576211 15.302222 53.254089
34 2025-11-30 34.338410 14.872168 51.798233
14:02:00 - cmdstanpy - INFO - Chain [1] start processing 14:02:00 - cmdstanpy - INFO - Chain [1] done processing 14:02:00 - cmdstanpy - INFO - Chain [1] start processing 14:02:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 728:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.030443 38.928630 76.361101
31 2025-08-31 58.803443 40.259430 77.287912
32 2025-09-30 59.551508 40.999676 79.355878
33 2025-10-31 60.324508 41.286832 80.027575
34 2025-11-30 61.072572 42.672093 80.477369
Forecast for Australia and Product 729:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.088271 23.790567 53.552901
31 2025-08-31 38.981281 23.915677 54.520474
32 2025-09-30 38.877742 22.317895 53.585896
33 2025-10-31 38.770751 22.856076 53.773127
34 2025-11-30 38.667212 23.270257 55.660253
14:02:00 - cmdstanpy - INFO - Chain [1] start processing 14:02:00 - cmdstanpy - INFO - Chain [1] done processing 14:02:00 - cmdstanpy - INFO - Chain [1] start processing 14:02:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 730:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.139496 15.799537 62.820734
31 2025-08-31 39.011951 16.596103 61.407523
32 2025-09-30 38.888520 17.469648 60.619557
33 2025-10-31 38.760975 17.245663 62.438512
34 2025-11-30 38.637544 18.590546 61.860288
Forecast for Australia and Product 731:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.712883 21.149213 60.871106
31 2025-08-31 41.907615 22.581542 62.351537
32 2025-09-30 42.096066 21.820459 61.012258
33 2025-10-31 42.290798 20.814589 60.980344
34 2025-11-30 42.479248 21.493675 63.908866
14:02:00 - cmdstanpy - INFO - Chain [1] start processing 14:02:00 - cmdstanpy - INFO - Chain [1] done processing 14:02:00 - cmdstanpy - INFO - Chain [1] start processing 14:02:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 732:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.777454 20.139713 58.249471
31 2025-08-31 38.768078 19.385467 57.596195
32 2025-09-30 38.759005 20.831978 56.068629
33 2025-10-31 38.749629 20.240724 56.021274
34 2025-11-30 38.740556 21.600239 56.799793
Forecast for Australia and Product 733:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.403227 13.667901 56.128898
31 2025-08-31 34.816674 13.334776 55.941023
32 2025-09-30 34.249041 14.499811 53.630431
33 2025-10-31 33.662488 13.727987 55.312010
34 2025-11-30 33.094856 10.907085 53.864991
14:02:01 - cmdstanpy - INFO - Chain [1] start processing 14:02:01 - cmdstanpy - INFO - Chain [1] done processing 14:02:01 - cmdstanpy - INFO - Chain [1] start processing 14:02:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 734:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.503531 30.889783 65.489102
31 2025-08-31 47.919873 31.265721 65.401834
32 2025-09-30 48.322785 29.435644 66.082834
33 2025-10-31 48.739127 32.471810 69.032176
34 2025-11-30 49.142039 31.623018 67.934706
Forecast for Australia and Product 735:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.311226 23.050612 62.440876
31 2025-08-31 43.323355 22.465440 62.536842
32 2025-09-30 43.335093 24.350331 63.850270
33 2025-10-31 43.347223 23.701417 63.860935
34 2025-11-30 43.358961 22.947506 62.845547
14:02:01 - cmdstanpy - INFO - Chain [1] start processing 14:02:01 - cmdstanpy - INFO - Chain [1] done processing 14:02:01 - cmdstanpy - INFO - Chain [1] start processing 14:02:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 736:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.776028 35.577945 79.530033
31 2025-08-31 58.146106 37.537143 78.691351
32 2025-09-30 58.504246 38.637996 79.952546
33 2025-10-31 58.874324 36.352792 81.046626
34 2025-11-30 59.232464 39.098368 80.673057
Forecast for Australia and Product 737:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.316674 20.293032 73.307038
31 2025-08-31 48.609066 23.317590 72.915946
32 2025-09-30 48.892025 23.312262 74.795741
33 2025-10-31 49.184417 25.005720 74.095278
34 2025-11-30 49.467376 26.144231 76.018907
14:02:01 - cmdstanpy - INFO - Chain [1] start processing 14:02:01 - cmdstanpy - INFO - Chain [1] done processing 14:02:01 - cmdstanpy - INFO - Chain [1] start processing 14:02:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 738:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.792762 30.365991 66.415732
31 2025-08-31 49.141875 31.599346 68.994318
32 2025-09-30 49.479726 30.402742 67.770938
33 2025-10-31 49.828839 31.085491 68.818382
34 2025-11-30 50.166690 31.844072 69.821544
14:02:02 - cmdstanpy - INFO - Chain [1] start processing 14:02:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 739:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.764749 22.336714 66.350122
31 2025-08-31 43.940923 21.660947 67.117179
32 2025-09-30 44.111413 22.688837 65.306383
33 2025-10-31 44.287587 22.415595 64.518339
34 2025-11-30 44.458078 21.272968 66.214836
Forecast for Australia and Product 740:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.715870 12.432905 47.673278
31 2025-08-31 29.332719 10.624179 47.644527
32 2025-09-30 28.961927 10.885759 47.550595
33 2025-10-31 28.578775 11.119976 45.067488
34 2025-11-30 28.207983 11.379840 45.187027
14:02:02 - cmdstanpy - INFO - Chain [1] start processing 14:02:02 - cmdstanpy - INFO - Chain [1] done processing 14:02:02 - cmdstanpy - INFO - Chain [1] start processing 14:02:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 741:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.335565 -3.371963 59.909115
31 2025-08-31 27.185920 -1.680540 55.848193
32 2025-09-30 26.073360 -5.333852 54.007827
33 2025-10-31 24.923715 -5.126064 54.176708
34 2025-11-30 23.811156 -2.878918 54.051846
Forecast for Australia and Product 742:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.759715 21.806715 67.123405
31 2025-08-31 45.145475 23.110508 65.886038
32 2025-09-30 45.518791 25.137757 67.410052
33 2025-10-31 45.904550 23.777278 67.962467
34 2025-11-30 46.277866 24.353041 68.316396
14:02:02 - cmdstanpy - INFO - Chain [1] start processing 14:02:02 - cmdstanpy - INFO - Chain [1] done processing 14:02:02 - cmdstanpy - INFO - Chain [1] start processing 14:02:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 743:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.870200 18.746556 58.128881
31 2025-08-31 37.528364 18.757154 57.379626
32 2025-09-30 37.197555 17.644168 57.586170
33 2025-10-31 36.855719 16.866768 55.884388
34 2025-11-30 36.524910 16.557364 55.555631
14:02:03 - cmdstanpy - INFO - Chain [1] start processing 14:02:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 744:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.191130 11.397219 50.938301
31 2025-08-31 30.803064 9.432053 52.090895
32 2025-09-30 30.427517 10.923307 51.129125
33 2025-10-31 30.039451 7.198174 50.118266
34 2025-11-30 29.663904 8.337295 51.432296
Forecast for Australia and Product 745:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.360351 16.503814 66.850282
31 2025-08-31 41.297104 16.622819 66.630239
32 2025-09-30 41.235898 16.853059 65.531608
33 2025-10-31 41.172651 14.710989 66.689891
34 2025-11-30 41.111444 15.232356 63.328716
14:02:03 - cmdstanpy - INFO - Chain [1] start processing 14:02:03 - cmdstanpy - INFO - Chain [1] done processing 14:02:03 - cmdstanpy - INFO - Chain [1] start processing 14:02:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 746:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.695288 18.192764 64.845328
31 2025-08-31 41.466175 16.788806 64.255038
32 2025-09-30 41.244453 18.536107 65.368229
33 2025-10-31 41.015340 18.287213 63.608361
34 2025-11-30 40.793618 18.640702 63.873847
Forecast for Australia and Product 747:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.098087 21.928493 63.569205
31 2025-08-31 42.210664 22.233838 63.923149
32 2025-09-30 42.319609 21.487542 62.370594
33 2025-10-31 42.432185 22.136306 61.960436
34 2025-11-30 42.541130 22.347221 61.167599
14:02:04 - cmdstanpy - INFO - Chain [1] start processing 14:02:04 - cmdstanpy - INFO - Chain [1] done processing 14:02:04 - cmdstanpy - INFO - Chain [1] start processing 14:02:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 748:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.979151 9.430887 54.744892
31 2025-08-31 31.450348 7.052510 54.130321
32 2025-09-30 30.938603 8.719424 53.736066
33 2025-10-31 30.409800 7.466401 52.071541
34 2025-11-30 29.898055 7.860675 52.718725
Forecast for Australia and Product 749:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.425095 18.725923 53.247131
31 2025-08-31 34.937696 16.845170 52.507681
32 2025-09-30 34.466018 16.074326 51.297937
33 2025-10-31 33.978619 16.478935 50.358574
34 2025-11-30 33.506942 16.046792 50.413096
14:02:04 - cmdstanpy - INFO - Chain [1] start processing 14:02:04 - cmdstanpy - INFO - Chain [1] done processing 14:02:04 - cmdstanpy - INFO - Chain [1] start processing 14:02:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 750:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.799326 32.369876 71.113913
31 2025-08-31 52.517228 30.263501 71.201902
32 2025-09-30 53.211971 33.525277 72.122879
33 2025-10-31 53.929873 34.078815 75.481817
34 2025-11-30 54.624616 34.185086 73.771260
Forecast for Australia and Product 751:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.247657 21.906163 61.845220
31 2025-08-31 42.293396 22.149082 62.614376
32 2025-09-30 42.337660 23.236661 61.719955
33 2025-10-31 42.383400 21.854593 63.841660
34 2025-11-30 42.427664 21.410964 63.066561
14:02:04 - cmdstanpy - INFO - Chain [1] start processing 14:02:04 - cmdstanpy - INFO - Chain [1] done processing 14:02:04 - cmdstanpy - INFO - Chain [1] start processing 14:02:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 752:
ds yhat yhat_lower yhat_upper
29 2025-07-31 27.795817 9.018950 45.688330
30 2025-08-31 27.209931 8.555238 45.751717
31 2025-09-30 26.642944 7.099653 45.239317
32 2025-10-31 26.057058 8.095556 43.747972
33 2025-11-30 25.490072 6.799116 43.659519
Forecast for Australia and Product 753:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.070258 39.087843 76.397945
31 2025-08-31 58.199659 39.903757 76.781343
32 2025-09-30 59.292627 40.905884 77.499730
33 2025-10-31 60.422028 41.008378 79.381940
34 2025-11-30 61.514997 42.977320 78.997308
14:02:05 - cmdstanpy - INFO - Chain [1] start processing 14:02:05 - cmdstanpy - INFO - Chain [1] done processing 14:02:05 - cmdstanpy - INFO - Chain [1] start processing 14:02:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 754:
ds yhat yhat_lower yhat_upper
30 2025-07-31 67.007018 47.610207 87.160257
31 2025-08-31 68.346374 48.168547 87.991422
32 2025-09-30 69.642525 48.891589 91.293156
33 2025-10-31 70.981881 50.339352 91.120886
34 2025-11-30 72.278033 51.545684 92.212290
Forecast for Australia and Product 755:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.250673 13.369600 54.197536
31 2025-08-31 34.130816 14.633439 55.219253
32 2025-09-30 34.014826 12.592635 55.190158
33 2025-10-31 33.894969 11.971000 53.120134
34 2025-11-30 33.778978 14.227633 54.867750
14:02:05 - cmdstanpy - INFO - Chain [1] start processing 14:02:05 - cmdstanpy - INFO - Chain [1] done processing 14:02:05 - cmdstanpy - INFO - Chain [1] start processing 14:02:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 756:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.936054 4.065671 39.418954
31 2025-08-31 19.986725 2.550014 38.264655
32 2025-09-30 19.068020 1.412906 37.311857
33 2025-10-31 18.118692 -0.098695 35.860965
34 2025-11-30 17.199987 -1.120611 35.783117
Forecast for Australia and Product 757:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.347115 28.742331 68.130274
31 2025-08-31 48.871910 29.364786 68.714659
32 2025-09-30 49.379776 29.692689 68.804340
33 2025-10-31 49.904571 29.950728 68.269607
34 2025-11-30 50.412437 31.666907 69.594771
14:02:05 - cmdstanpy - INFO - Chain [1] start processing 14:02:05 - cmdstanpy - INFO - Chain [1] done processing 14:02:05 - cmdstanpy - INFO - Chain [1] start processing 14:02:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 758:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.636415 19.754563 61.537811
31 2025-08-31 41.159874 17.903268 61.304010
32 2025-09-30 41.666447 20.028370 65.117528
33 2025-10-31 42.189905 21.189268 63.231448
34 2025-11-30 42.696478 22.617126 64.135832
Forecast for Australia and Product 759:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.954165 26.249572 59.795844
31 2025-08-31 42.972839 24.681866 60.402787
32 2025-09-30 42.990912 26.190532 61.732536
33 2025-10-31 43.009587 25.869577 60.938424
34 2025-11-30 43.027659 25.000115 61.203194
14:02:06 - cmdstanpy - INFO - Chain [1] start processing 14:02:06 - cmdstanpy - INFO - Chain [1] done processing 14:02:06 - cmdstanpy - INFO - Chain [1] start processing 14:02:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 760:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.226236 21.538638 71.591984
31 2025-08-31 47.402718 22.167950 72.917107
32 2025-09-30 47.573506 21.212977 73.112528
33 2025-10-31 47.749987 23.719980 71.462378
34 2025-11-30 47.920776 23.589099 74.069686
Forecast for Australia and Product 761:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.933872 26.864636 89.516977
31 2025-08-31 59.824692 27.891529 89.060661
32 2025-09-30 60.686777 30.581995 93.510025
33 2025-10-31 61.577597 28.571002 94.377504
34 2025-11-30 62.439681 29.305205 93.458594
14:02:06 - cmdstanpy - INFO - Chain [1] start processing 14:02:06 - cmdstanpy - INFO - Chain [1] done processing 14:02:06 - cmdstanpy - INFO - Chain [1] start processing 14:02:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 762:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.333587 26.682731 61.186900
31 2025-08-31 44.736029 28.489640 60.858586
32 2025-09-30 45.125489 29.504161 62.699709
33 2025-10-31 45.527931 28.386895 61.584400
34 2025-11-30 45.917391 29.361975 62.448062
Forecast for Australia and Product 763:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.800070 33.999059 74.090513
31 2025-08-31 54.252979 34.968109 74.548913
32 2025-09-30 54.691278 33.757690 74.527369
33 2025-10-31 55.144187 35.558930 76.267555
34 2025-11-30 55.582486 36.184853 74.845042
14:02:06 - cmdstanpy - INFO - Chain [1] start processing 14:02:06 - cmdstanpy - INFO - Chain [1] done processing 14:02:06 - cmdstanpy - INFO - Chain [1] start processing 14:02:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 764:
ds yhat yhat_lower yhat_upper
30 2025-07-31 12.929765 -5.109071 33.998326
31 2025-08-31 11.526612 -9.939405 31.125138
32 2025-09-30 10.168722 -9.980113 29.930058
33 2025-10-31 8.765568 -9.909121 29.419876
34 2025-11-30 7.407678 -13.451881 27.406846
Forecast for Australia and Product 765:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.546819 6.807823 44.315623
31 2025-08-31 25.699341 6.897972 43.951839
32 2025-09-30 24.879200 6.369643 44.040264
33 2025-10-31 24.031722 5.161038 43.006963
34 2025-11-30 23.211581 5.140534 42.544542
14:02:07 - cmdstanpy - INFO - Chain [1] start processing 14:02:07 - cmdstanpy - INFO - Chain [1] done processing 14:02:07 - cmdstanpy - INFO - Chain [1] start processing 14:02:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 766:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.905316 24.976735 53.228809
31 2025-08-31 39.841991 24.401220 54.162263
32 2025-09-30 39.780709 23.818182 54.598638
33 2025-10-31 39.717385 24.563307 54.698721
34 2025-11-30 39.656103 23.648214 54.701063
Forecast for Australia and Product 767:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.605076 24.705983 54.286105
31 2025-08-31 39.586229 25.244459 54.248198
32 2025-09-30 39.567990 25.842431 53.925995
33 2025-10-31 39.549144 25.615727 54.520237
34 2025-11-30 39.530905 24.237451 54.965394
14:02:07 - cmdstanpy - INFO - Chain [1] start processing 14:02:07 - cmdstanpy - INFO - Chain [1] done processing 14:02:07 - cmdstanpy - INFO - Chain [1] start processing 14:02:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 768:
ds yhat yhat_lower yhat_upper
30 2025-07-31 15.316140 -0.231943 31.739538
31 2025-08-31 14.050824 -2.510823 29.405115
32 2025-09-30 12.826324 -4.481282 29.777436
33 2025-10-31 11.561008 -4.784872 27.265047
34 2025-11-30 10.336508 -4.706915 25.596739
Forecast for Australia and Product 769:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.945627 31.452859 64.815286
31 2025-08-31 49.316181 32.831043 64.943911
32 2025-09-30 49.674782 32.428342 65.827210
33 2025-10-31 50.045336 32.785822 66.427320
34 2025-11-30 50.403937 33.745953 66.687347
14:02:07 - cmdstanpy - INFO - Chain [1] start processing 14:02:07 - cmdstanpy - INFO - Chain [1] done processing 14:02:08 - cmdstanpy - INFO - Chain [1] start processing 14:02:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 770:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.528874 23.102122 57.073912
31 2025-08-31 40.282254 23.212625 57.310471
32 2025-09-30 40.043589 22.196768 57.346776
33 2025-10-31 39.796968 23.131367 55.914195
34 2025-11-30 39.558303 22.118338 56.538265
Forecast for Australia and Product 771:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.609367 27.449088 64.240320
31 2025-08-31 45.853643 27.000872 64.925619
32 2025-09-30 46.090039 26.458457 64.672671
33 2025-10-31 46.334315 28.200120 65.336723
34 2025-11-30 46.570711 28.943064 64.290372
14:02:08 - cmdstanpy - INFO - Chain [1] start processing 14:02:08 - cmdstanpy - INFO - Chain [1] done processing 14:02:08 - cmdstanpy - INFO - Chain [1] start processing 14:02:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 772:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.606624 -0.202791 40.046228
31 2025-08-31 19.580606 -1.543875 40.127884
32 2025-09-30 18.587685 -0.928708 37.208898
33 2025-10-31 17.561667 -0.310689 37.677233
34 2025-11-30 16.568746 -2.765530 36.106360
Forecast for Australia and Product 773:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.014226 21.805775 53.840668
31 2025-08-31 36.793764 20.406613 52.925004
32 2025-09-30 36.580413 19.191840 53.284544
33 2025-10-31 36.359951 19.929415 52.587994
34 2025-11-30 36.146600 19.870047 52.154285
14:02:08 - cmdstanpy - INFO - Chain [1] start processing 14:02:08 - cmdstanpy - INFO - Chain [1] done processing 14:02:08 - cmdstanpy - INFO - Chain [1] start processing 14:02:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 774:
ds yhat yhat_lower yhat_upper
30 2025-07-31 15.586378 -6.110638 36.607155
31 2025-08-31 14.134022 -8.502192 35.346244
32 2025-09-30 12.728516 -7.720225 34.258020
33 2025-10-31 11.276160 -10.472862 31.431387
34 2025-11-30 9.870654 -11.155622 31.351709
14:02:08 - cmdstanpy - INFO - Chain [1] start processing 14:02:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 775:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.374703 15.482803 54.073557
31 2025-08-31 34.245231 14.674152 53.556493
32 2025-09-30 34.119936 14.687239 55.244233
33 2025-10-31 33.990465 14.789798 52.895066
34 2025-11-30 33.865170 14.853348 52.741895
Forecast for Australia and Product 776:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.235806 10.780945 57.851326
31 2025-08-31 34.977445 11.303603 58.886135
32 2025-09-30 34.727417 10.779500 58.982053
33 2025-10-31 34.469055 11.392080 58.891172
34 2025-11-30 34.219028 11.254230 57.648414
14:02:09 - cmdstanpy - INFO - Chain [1] start processing 14:02:09 - cmdstanpy - INFO - Chain [1] done processing 14:02:09 - cmdstanpy - INFO - Chain [1] start processing 14:02:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 777:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.057550 8.636949 54.951601
31 2025-08-31 31.343087 8.713373 54.062665
32 2025-09-30 30.651671 7.818984 54.239818
33 2025-10-31 29.937208 7.415593 54.393355
34 2025-11-30 29.245793 6.970727 53.225957
Forecast for Australia and Product 778:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.939480 21.786883 60.048162
31 2025-08-31 39.755155 19.932681 59.664308
32 2025-09-30 39.576776 22.113030 58.955936
33 2025-10-31 39.392452 20.532883 57.810159
34 2025-11-30 39.214073 20.054306 57.585890
14:02:09 - cmdstanpy - INFO - Chain [1] start processing 14:02:09 - cmdstanpy - INFO - Chain [1] done processing 14:02:09 - cmdstanpy - INFO - Chain [1] start processing 14:02:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 779:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.252861 22.469862 59.143830
31 2025-08-31 40.109876 23.116775 58.171629
32 2025-09-30 39.971504 21.757224 58.401955
33 2025-10-31 39.828519 22.268165 57.217795
34 2025-11-30 39.690146 22.256036 57.995775
Forecast for Australia and Product 780:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.391623 35.317443 66.817108
31 2025-08-31 51.020892 34.795281 67.096932
32 2025-09-30 51.629861 36.595871 67.974261
33 2025-10-31 52.259130 36.455369 68.266360
34 2025-11-30 52.868100 37.322120 68.736070
14:02:09 - cmdstanpy - INFO - Chain [1] start processing 14:02:09 - cmdstanpy - INFO - Chain [1] done processing 14:02:10 - cmdstanpy - INFO - Chain [1] start processing 14:02:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 781:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.454240 22.723513 58.583163
31 2025-08-31 41.330941 22.952999 60.311783
32 2025-09-30 41.211620 22.996858 58.456641
33 2025-10-31 41.088321 23.133107 58.302106
34 2025-11-30 40.968999 24.388644 58.282946
Forecast for Australia and Product 782:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.203765 24.159380 53.823223
31 2025-08-31 39.387175 23.385546 54.007464
32 2025-09-30 39.564669 24.592816 55.755543
33 2025-10-31 39.748080 25.384040 54.898698
34 2025-11-30 39.925574 24.309801 55.049354
14:02:10 - cmdstanpy - INFO - Chain [1] start processing 14:02:10 - cmdstanpy - INFO - Chain [1] done processing 14:02:10 - cmdstanpy - INFO - Chain [1] start processing 14:02:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 783:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.161237 31.335265 68.608078
31 2025-08-31 49.799175 30.016799 68.202801
32 2025-09-30 50.416535 31.769184 69.689970
33 2025-10-31 51.054473 31.997827 69.965629
34 2025-11-30 51.671833 32.262978 70.686636
Forecast for Australia and Product 784:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.287335 12.839353 63.979196
31 2025-08-31 38.060299 12.525026 60.901370
32 2025-09-30 37.840587 13.156303 63.903185
33 2025-10-31 37.613551 14.510433 60.648241
34 2025-11-30 37.393839 11.586185 61.021974
14:02:10 - cmdstanpy - INFO - Chain [1] start processing 14:02:10 - cmdstanpy - INFO - Chain [1] done processing 14:02:10 - cmdstanpy - INFO - Chain [1] start processing 14:02:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 785:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.838290 0.341107 43.949391
31 2025-08-31 20.797352 -1.770971 41.736864
32 2025-09-30 19.789993 -2.972297 43.406481
33 2025-10-31 18.749056 -3.978012 40.821499
34 2025-11-30 17.741697 -4.750152 38.464460
Forecast for Australia and Product 786:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.805695 23.192455 63.298851
31 2025-08-31 43.982716 24.078176 63.372187
32 2025-09-30 44.154027 25.252406 64.445597
33 2025-10-31 44.331048 25.058651 62.998923
34 2025-11-30 44.502359 26.427790 62.496492
14:02:11 - cmdstanpy - INFO - Chain [1] start processing 14:02:11 - cmdstanpy - INFO - Chain [1] done processing 14:02:11 - cmdstanpy - INFO - Chain [1] start processing 14:02:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 787:
ds yhat yhat_lower yhat_upper
30 2025-07-31 11.208114 -8.519056 30.040501
31 2025-08-31 9.746778 -8.539841 29.536173
32 2025-09-30 8.332581 -8.221012 26.068449
33 2025-10-31 6.871245 -10.861912 25.311077
34 2025-11-30 5.457049 -12.712765 23.957954
Forecast for Australia and Product 788:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.937678 -1.032993 44.541769
31 2025-08-31 20.916193 -1.088783 43.342132
32 2025-09-30 19.927659 -0.385122 41.225613
33 2025-10-31 18.906175 -2.744255 41.805200
34 2025-11-30 17.917641 -4.828395 40.475051
14:02:11 - cmdstanpy - INFO - Chain [1] start processing 14:02:11 - cmdstanpy - INFO - Chain [1] done processing 14:02:11 - cmdstanpy - INFO - Chain [1] start processing 14:02:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 789:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.754212 11.400628 60.731583
31 2025-08-31 36.586169 12.702642 59.683291
32 2025-09-30 36.423546 14.272295 61.863985
33 2025-10-31 36.255503 10.990470 59.544384
34 2025-11-30 36.092881 11.798659 61.256045
Forecast for Australia and Product 790:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.729870 18.656231 47.728649
31 2025-08-31 32.429956 15.837100 48.099937
32 2025-09-30 32.139717 16.806587 49.100851
33 2025-10-31 31.839804 15.957610 48.696130
34 2025-11-30 31.549565 16.423990 47.003988
14:02:11 - cmdstanpy - INFO - Chain [1] start processing 14:02:11 - cmdstanpy - INFO - Chain [1] done processing 14:02:11 - cmdstanpy - INFO - Chain [1] start processing 14:02:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 791:
ds yhat yhat_lower yhat_upper
30 2025-07-31 16.38041 -3.058683 33.067628
31 2025-08-31 15.02263 -4.034128 34.154337
32 2025-09-30 13.70865 -4.313319 30.836507
33 2025-10-31 12.35087 -7.349865 30.809448
34 2025-11-30 11.03689 -7.571613 30.844703
Forecast for Australia and Product 792:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.062048 15.124239 67.623235
31 2025-08-31 40.832245 14.271747 65.720251
32 2025-09-30 40.609855 16.040944 63.497351
33 2025-10-31 40.380052 15.021880 65.615459
34 2025-11-30 40.157662 15.333329 65.004369
14:02:12 - cmdstanpy - INFO - Chain [1] start processing 14:02:12 - cmdstanpy - INFO - Chain [1] done processing 14:02:12 - cmdstanpy - INFO - Chain [1] start processing 14:02:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 793:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.047953 22.809975 56.828795
31 2025-08-31 40.241728 22.424364 56.980306
32 2025-09-30 40.429253 22.744286 57.928626
33 2025-10-31 40.623028 23.566512 57.950417
34 2025-11-30 40.810552 23.129798 58.269756
Forecast for Australia and Product 794:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.882817 21.485382 58.577780
31 2025-08-31 39.849668 19.880922 57.313527
32 2025-09-30 39.817589 20.302654 58.927339
33 2025-10-31 39.784440 21.764772 59.644528
34 2025-11-30 39.752361 21.396605 58.912004
14:02:12 - cmdstanpy - INFO - Chain [1] start processing 14:02:12 - cmdstanpy - INFO - Chain [1] done processing 14:02:12 - cmdstanpy - INFO - Chain [1] start processing 14:02:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 795:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.300614 34.839801 61.538954
31 2025-08-31 48.897305 36.211019 62.708770
32 2025-09-30 49.474749 35.810258 63.433839
33 2025-10-31 50.071440 35.859622 64.069235
34 2025-11-30 50.648883 36.599627 63.969077
Forecast for Australia and Product 796:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.251022 9.423010 50.393902
31 2025-08-31 29.777929 8.110725 50.573374
32 2025-09-30 29.320096 8.960539 50.662819
33 2025-10-31 28.847003 7.179201 48.032993
34 2025-11-30 28.389171 8.880736 48.601616
14:02:12 - cmdstanpy - INFO - Chain [1] start processing 14:02:12 - cmdstanpy - INFO - Chain [1] done processing 14:02:12 - cmdstanpy - INFO - Chain [1] start processing 14:02:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 797:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.968788 27.103644 65.862122
31 2025-08-31 46.299909 25.612812 67.492353
32 2025-09-30 46.620349 25.802298 66.361100
33 2025-10-31 46.951470 26.333320 68.061088
34 2025-11-30 47.271910 27.297112 66.379323
Forecast for Australia and Product 798:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.771307 15.598676 51.565267
31 2025-08-31 33.572830 14.078652 53.590740
32 2025-09-30 33.380756 14.172127 51.101713
33 2025-10-31 33.182279 14.953870 52.708296
34 2025-11-30 32.990205 13.221370 52.105200
14:02:13 - cmdstanpy - INFO - Chain [1] start processing 14:02:13 - cmdstanpy - INFO - Chain [1] done processing 14:02:13 - cmdstanpy - INFO - Chain [1] start processing 14:02:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 799:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.870068 18.887258 55.808330
31 2025-08-31 36.687143 19.368164 57.115394
32 2025-09-30 36.510118 19.118831 55.406318
33 2025-10-31 36.327192 17.358005 54.176288
34 2025-11-30 36.150167 18.796217 53.985647
Forecast for Australia and Product 800:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.719965 15.182545 57.938818
31 2025-08-31 35.552045 13.033650 55.367305
32 2025-09-30 35.389542 14.828487 55.983727
33 2025-10-31 35.221623 15.045376 56.761862
34 2025-11-30 35.059120 15.951368 57.841864
14:02:13 - cmdstanpy - INFO - Chain [1] start processing 14:02:13 - cmdstanpy - INFO - Chain [1] done processing 14:02:13 - cmdstanpy - INFO - Chain [1] start processing 14:02:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 801:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.543447 25.726950 69.060344
31 2025-08-31 47.864071 26.578522 68.436318
32 2025-09-30 48.174353 27.087625 70.090560
33 2025-10-31 48.494978 27.709366 69.816940
34 2025-11-30 48.805260 28.324380 72.216547
Forecast for Australia and Product 802:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.003908 21.235405 62.625234
31 2025-08-31 40.890156 18.930257 61.363293
32 2025-09-30 40.780073 20.523303 61.899947
33 2025-10-31 40.666321 19.793161 61.238461
34 2025-11-30 40.556239 18.653492 61.143944
14:02:13 - cmdstanpy - INFO - Chain [1] start processing 14:02:13 - cmdstanpy - INFO - Chain [1] done processing 14:02:14 - cmdstanpy - INFO - Chain [1] start processing 14:02:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 803:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.695474 10.734919 52.047556
31 2025-08-31 31.141826 8.221187 49.775031
32 2025-09-30 30.606038 10.462739 51.458543
33 2025-10-31 30.052390 10.297569 51.393614
34 2025-11-30 29.516602 10.293334 50.400794
Forecast for Australia and Product 804:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.906046 20.735010 63.462544
31 2025-08-31 42.143479 21.944321 60.850866
32 2025-09-30 42.373252 22.420334 63.628006
33 2025-10-31 42.610685 23.004554 64.688276
34 2025-11-30 42.840459 22.497417 62.809471
14:02:14 - cmdstanpy - INFO - Chain [1] start processing 14:02:14 - cmdstanpy - INFO - Chain [1] done processing 14:02:14 - cmdstanpy - INFO - Chain [1] start processing 14:02:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 805:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.925517 18.212133 54.981195
31 2025-08-31 36.808488 19.485127 55.799482
32 2025-09-30 36.695233 18.693996 56.035432
33 2025-10-31 36.578204 18.409448 55.419339
34 2025-11-30 36.464949 18.767906 55.395467
Forecast for Australia and Product 806:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.112443 25.379141 64.275859
31 2025-08-31 44.359774 25.912635 64.510424
32 2025-09-30 44.599126 24.204867 64.524435
33 2025-10-31 44.846456 24.003044 65.314870
34 2025-11-30 45.085808 24.589114 64.006819
14:02:14 - cmdstanpy - INFO - Chain [1] start processing 14:02:14 - cmdstanpy - INFO - Chain [1] done processing 14:02:14 - cmdstanpy - INFO - Chain [1] start processing 14:02:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 807:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.841905 5.950532 40.231731
31 2025-08-31 22.204387 4.802561 40.156841
32 2025-09-30 21.587434 3.605530 39.158145
33 2025-10-31 20.949916 3.167705 38.602074
34 2025-11-30 20.332963 2.685197 36.109499
Forecast for Australia and Product 808:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.723709 19.597792 62.902772
31 2025-08-31 42.782097 23.064233 62.808367
32 2025-09-30 42.838602 21.687479 64.296514
33 2025-10-31 42.896991 22.592595 63.790464
34 2025-11-30 42.953496 22.275827 64.606184
14:02:14 - cmdstanpy - INFO - Chain [1] start processing 14:02:14 - cmdstanpy - INFO - Chain [1] done processing 14:02:15 - cmdstanpy - INFO - Chain [1] start processing 14:02:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 809:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.655304 20.501963 59.957459
31 2025-08-31 39.807020 20.195396 59.443155
32 2025-09-30 39.953843 19.624581 61.207411
33 2025-10-31 40.105559 18.811355 59.929039
34 2025-11-30 40.252382 20.657187 61.340030
Forecast for Australia and Product 810:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.011397 12.503512 51.341454
31 2025-08-31 31.587887 12.951480 51.521172
32 2025-09-30 31.178039 12.857654 49.905279
33 2025-10-31 30.754529 11.137237 49.511574
34 2025-11-30 30.344680 10.462220 49.735183
14:02:15 - cmdstanpy - INFO - Chain [1] start processing 14:02:15 - cmdstanpy - INFO - Chain [1] done processing 14:02:15 - cmdstanpy - INFO - Chain [1] start processing 14:02:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 811:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.811391 12.829464 58.667766
31 2025-08-31 34.475330 10.728005 58.566267
32 2025-09-30 34.150109 12.927349 57.777787
33 2025-10-31 33.814047 12.045960 54.953906
34 2025-11-30 33.488826 9.219492 54.180571
Forecast for Australia and Product 812:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.399946 17.899821 58.583913
31 2025-08-31 37.456631 15.552524 57.707284
32 2025-09-30 37.511487 17.402998 59.512936
33 2025-10-31 37.568172 16.866574 57.896657
34 2025-11-30 37.623029 17.701125 60.410796
14:02:15 - cmdstanpy - INFO - Chain [1] start processing 14:02:15 - cmdstanpy - INFO - Chain [1] done processing 14:02:15 - cmdstanpy - INFO - Chain [1] start processing 14:02:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 813:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.637411 36.115157 67.174256
31 2025-08-31 52.192241 34.619109 68.791298
32 2025-09-30 52.729172 35.924186 68.695280
33 2025-10-31 53.284002 35.909428 68.644143
34 2025-11-30 53.820934 37.673834 68.747607
Forecast for Australia and Product 814:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.478007 23.091444 54.799650
31 2025-08-31 38.458697 22.022114 52.845731
32 2025-09-30 38.440011 22.487629 53.471814
33 2025-10-31 38.420701 24.227168 55.903961
34 2025-11-30 38.402014 22.427394 54.155123
14:02:15 - cmdstanpy - INFO - Chain [1] start processing 14:02:15 - cmdstanpy - INFO - Chain [1] done processing 14:02:16 - cmdstanpy - INFO - Chain [1] start processing 14:02:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 815:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.448839 4.860400 54.791003
31 2025-08-31 28.798887 4.581548 53.871275
32 2025-09-30 28.169902 3.331037 51.808354
33 2025-10-31 27.519950 3.222384 51.286097
34 2025-11-30 26.890965 2.055983 50.925814
Forecast for Australia and Product 816:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.404742 32.397681 72.385468
31 2025-08-31 52.963949 34.201502 71.622642
32 2025-09-30 53.505117 34.316734 71.672059
33 2025-10-31 54.064323 35.134988 73.065740
34 2025-11-30 54.605491 34.800404 73.193446
14:02:16 - cmdstanpy - INFO - Chain [1] start processing 14:02:16 - cmdstanpy - INFO - Chain [1] done processing 14:02:16 - cmdstanpy - INFO - Chain [1] start processing 14:02:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 817:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.662136 19.080809 59.278288
31 2025-08-31 39.533640 20.661460 58.776625
32 2025-09-30 39.409289 20.175030 58.549774
33 2025-10-31 39.280792 21.374528 59.381141
34 2025-11-30 39.156441 19.499271 58.381885
Forecast for Australia and Product 818:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.412174 3.191283 39.957708
31 2025-08-31 20.713335 3.192614 38.331283
32 2025-09-30 20.037040 1.549987 37.655435
33 2025-10-31 19.338202 1.684088 36.397134
34 2025-11-30 18.661907 0.072074 35.678745
14:02:16 - cmdstanpy - INFO - Chain [1] start processing 14:02:16 - cmdstanpy - INFO - Chain [1] done processing 14:02:16 - cmdstanpy - INFO - Chain [1] start processing 14:02:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 819:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.141448 15.050369 49.257349
31 2025-08-31 31.786060 16.114735 47.832784
32 2025-09-30 31.442136 14.473486 49.213253
33 2025-10-31 31.086748 14.114805 46.934300
34 2025-11-30 30.742824 14.527342 47.579115
Forecast for Australia and Product 820:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.666128 24.636333 61.956757
31 2025-08-31 43.799882 24.735266 62.998507
32 2025-09-30 43.929322 24.877041 62.628149
33 2025-10-31 44.063076 23.474162 62.355371
34 2025-11-30 44.192516 25.700653 62.895926
14:02:16 - cmdstanpy - INFO - Chain [1] start processing 14:02:16 - cmdstanpy - INFO - Chain [1] done processing 14:02:17 - cmdstanpy - INFO - Chain [1] start processing 14:02:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 821:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.320423 22.895273 59.039233
31 2025-08-31 40.504142 21.073981 59.848786
32 2025-09-30 40.681935 22.195084 60.310735
33 2025-10-31 40.865654 23.460923 59.745987
34 2025-11-30 41.043447 22.671550 61.070783
Forecast for Australia and Product 822:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.977031 14.882335 55.596935
31 2025-08-31 34.859377 14.545011 55.266952
32 2025-09-30 34.745518 13.962491 54.272860
33 2025-10-31 34.627864 14.209648 53.305161
34 2025-11-30 34.514005 14.905792 54.431572
14:02:17 - cmdstanpy - INFO - Chain [1] start processing 14:02:17 - cmdstanpy - INFO - Chain [1] done processing 14:02:17 - cmdstanpy - INFO - Chain [1] start processing 14:02:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 823:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.238523 30.590585 82.714124
31 2025-08-31 56.964169 31.066458 81.386880
32 2025-09-30 57.666407 34.182739 82.826411
33 2025-10-31 58.392053 31.881380 84.413629
34 2025-11-30 59.094291 34.266655 85.041772
Forecast for Australia and Product 824:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.970076 21.782714 49.857760
31 2025-08-31 34.818278 21.007059 48.406653
32 2025-09-30 34.671376 20.534432 48.895557
33 2025-10-31 34.519578 20.386334 48.258210
34 2025-11-30 34.372676 20.691294 49.024452
14:02:17 - cmdstanpy - INFO - Chain [1] start processing 14:02:17 - cmdstanpy - INFO - Chain [1] done processing 14:02:17 - cmdstanpy - INFO - Chain [1] start processing 14:02:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 825:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.776548 1.292487 36.674388
31 2025-08-31 17.858288 -1.667668 36.483132
32 2025-09-30 16.969649 -1.049504 35.197502
33 2025-10-31 16.051388 -1.468820 34.927752
34 2025-11-30 15.162749 -3.875865 34.165930
Forecast for Australia and Product 826:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.635468 -3.089764 49.578221
31 2025-08-31 23.672655 -4.444364 48.793973
32 2025-09-30 22.740901 -4.541129 49.133534
33 2025-10-31 21.778088 -4.184314 50.413816
34 2025-11-30 20.846334 -6.995234 46.632270
14:02:17 - cmdstanpy - INFO - Chain [1] start processing 14:02:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 827:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.336203 29.398994 68.964792
31 2025-08-31 50.716229 30.059110 71.592609
32 2025-09-30 51.083996 29.903327 71.266325
33 2025-10-31 51.464021 31.576422 71.316921
34 2025-11-30 51.831788 31.718125 73.411084
14:02:18 - cmdstanpy - INFO - Chain [1] start processing 14:02:18 - cmdstanpy - INFO - Chain [1] done processing 14:02:18 - cmdstanpy - INFO - Chain [1] start processing 14:02:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 828:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.855478 12.601197 55.998468
31 2025-08-31 34.437769 14.122637 56.252338
32 2025-09-30 34.033535 9.422988 56.647612
33 2025-10-31 33.615827 12.018286 55.892048
34 2025-11-30 33.211593 11.270877 54.511525
Forecast for Australia and Product 829:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.492304 32.031470 72.042674
31 2025-08-31 53.102408 33.504085 72.504418
32 2025-09-30 53.692832 34.333341 73.349033
33 2025-10-31 54.302937 33.745757 73.744892
34 2025-11-30 54.893361 35.793318 74.711331
14:02:18 - cmdstanpy - INFO - Chain [1] start processing 14:02:18 - cmdstanpy - INFO - Chain [1] done processing 14:02:18 - cmdstanpy - INFO - Chain [1] start processing 14:02:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 830:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.055444 19.850600 61.264783
31 2025-08-31 40.845767 20.324615 62.958306
32 2025-09-30 40.642854 21.407657 62.024842
33 2025-10-31 40.433176 20.312334 59.962659
34 2025-11-30 40.230263 19.532994 61.566759
Forecast for Australia and Product 831:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.494396 14.408592 49.066953
31 2025-08-31 32.144246 15.349624 48.500555
32 2025-09-30 31.805391 15.791692 48.462160
33 2025-10-31 31.455240 14.838985 49.392260
34 2025-11-30 31.116385 13.603757 48.943961
14:02:19 - cmdstanpy - INFO - Chain [1] start processing 14:02:19 - cmdstanpy - INFO - Chain [1] done processing 14:02:19 - cmdstanpy - INFO - Chain [1] start processing 14:02:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 832:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.344051 19.409411 60.686064
31 2025-08-31 39.274180 18.988829 61.062440
32 2025-09-30 39.206563 16.403774 60.856881
33 2025-10-31 39.136693 17.678066 59.740400
34 2025-11-30 39.069076 17.231601 61.750692
Forecast for Australia and Product 833:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.530488 -1.353003 43.427573
31 2025-08-31 20.870567 0.213530 40.925398
32 2025-09-30 20.231934 -2.313140 41.563966
33 2025-10-31 19.572013 -1.568528 40.881625
34 2025-11-30 18.933380 -3.591512 41.294893
14:02:19 - cmdstanpy - INFO - Chain [1] start processing 14:02:19 - cmdstanpy - INFO - Chain [1] done processing 14:02:19 - cmdstanpy - INFO - Chain [1] start processing 14:02:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 834:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.808124 45.722029 77.044584
31 2025-08-31 61.875181 47.316258 78.425581
32 2025-09-30 62.907817 48.135952 78.651656
33 2025-10-31 63.974873 47.786750 78.635156
34 2025-11-30 65.007509 49.911848 80.891717
Forecast for Australia and Product 835:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.760349 29.332000 66.506303
31 2025-08-31 49.459423 32.764861 69.480757
32 2025-09-30 50.135946 30.784802 68.831236
33 2025-10-31 50.835020 32.890463 69.718746
34 2025-11-30 51.511543 32.904245 71.090341
14:02:19 - cmdstanpy - INFO - Chain [1] start processing 14:02:19 - cmdstanpy - INFO - Chain [1] done processing 14:02:19 - cmdstanpy - INFO - Chain [1] start processing 14:02:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 836:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.708559 23.573976 65.443918
31 2025-08-31 44.712037 25.178012 65.070566
32 2025-09-30 44.715404 25.469582 64.826424
33 2025-10-31 44.718883 23.566478 66.727431
34 2025-11-30 44.722249 23.614975 65.424530
Forecast for Australia and Product 837:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.782694 7.711821 72.132564
31 2025-08-31 39.577806 6.715466 73.361101
32 2025-09-30 39.379528 7.034306 70.325537
33 2025-10-31 39.174640 7.625595 72.309673
34 2025-11-30 38.976362 7.461737 71.692530
14:02:20 - cmdstanpy - INFO - Chain [1] start processing 14:02:20 - cmdstanpy - INFO - Chain [1] done processing 14:02:20 - cmdstanpy - INFO - Chain [1] start processing 14:02:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 838:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.711057 18.824406 51.678662
31 2025-08-31 35.464078 17.838837 53.378126
32 2025-09-30 35.225065 18.349008 51.499888
33 2025-10-31 34.978086 17.594232 51.193796
34 2025-11-30 34.739074 18.179893 53.482831
Forecast for Australia and Product 839:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.188264 27.276525 65.181807
31 2025-08-31 46.718547 28.327477 65.519322
32 2025-09-30 47.231723 28.988696 66.505050
33 2025-10-31 47.762005 27.929978 66.568243
34 2025-11-30 48.275182 29.066189 66.913659
14:02:20 - cmdstanpy - INFO - Chain [1] start processing 14:02:20 - cmdstanpy - INFO - Chain [1] done processing 14:02:20 - cmdstanpy - INFO - Chain [1] start processing 14:02:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 840:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.167870 19.019655 48.288619
31 2025-08-31 32.407693 19.304425 46.754834
32 2025-09-30 31.672037 17.302251 46.861935
33 2025-10-31 30.911860 15.688433 44.962897
34 2025-11-30 30.176205 16.147935 43.197651
Forecast for Australia and Product 841:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.495230 13.549496 52.116806
31 2025-08-31 33.085134 14.482726 51.959957
32 2025-09-30 32.688267 14.936992 51.992358
33 2025-10-31 32.278171 13.422725 51.046910
34 2025-11-30 31.881303 12.570551 50.912820
14:02:20 - cmdstanpy - INFO - Chain [1] start processing 14:02:20 - cmdstanpy - INFO - Chain [1] done processing 14:02:20 - cmdstanpy - INFO - Chain [1] start processing 14:02:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 842:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.596808 10.894838 48.154908
31 2025-08-31 30.298043 12.506515 46.897474
32 2025-09-30 30.008915 11.292294 47.757829
33 2025-10-31 29.710150 12.488122 47.584039
34 2025-11-30 29.421023 11.582150 47.176900
Forecast for Australia and Product 843:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.267090 23.343156 50.395938
31 2025-08-31 37.239802 23.214720 50.372346
32 2025-09-30 37.213395 24.530975 49.012548
33 2025-10-31 37.186108 22.835505 50.357699
34 2025-11-30 37.159700 22.981838 50.021799
14:02:21 - cmdstanpy - INFO - Chain [1] start processing 14:02:21 - cmdstanpy - INFO - Chain [1] done processing 14:02:21 - cmdstanpy - INFO - Chain [1] start processing 14:02:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 844:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.933180 25.508331 60.085516
31 2025-08-31 43.098200 25.938041 61.450667
32 2025-09-30 43.257897 25.548315 61.780340
33 2025-10-31 43.422917 25.962532 61.237428
34 2025-11-30 43.582614 23.412364 61.245319
Forecast for Australia and Product 845:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.360937 9.380042 60.765879
31 2025-08-31 36.057132 9.587660 63.350127
32 2025-09-30 35.763127 11.445751 63.577369
33 2025-10-31 35.459322 8.868540 62.275246
34 2025-11-30 35.165317 7.995391 61.471689
14:02:21 - cmdstanpy - INFO - Chain [1] start processing 14:02:21 - cmdstanpy - INFO - Chain [1] done processing 14:02:21 - cmdstanpy - INFO - Chain [1] start processing 14:02:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 846:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.521125 18.015602 65.882449
31 2025-08-31 42.453521 15.932929 68.394439
32 2025-09-30 42.388098 18.290901 70.272837
33 2025-10-31 42.320493 18.687711 68.409515
34 2025-11-30 42.255070 16.224491 67.025920
Forecast for Australia and Product 847:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.800402 16.464474 45.470536
31 2025-08-31 31.627970 17.064189 45.944945
32 2025-09-30 31.461100 15.492298 46.670492
33 2025-10-31 31.288668 17.100330 46.137147
34 2025-11-30 31.121798 15.627334 46.486584
14:02:21 - cmdstanpy - INFO - Chain [1] start processing 14:02:21 - cmdstanpy - INFO - Chain [1] done processing 14:02:21 - cmdstanpy - INFO - Chain [1] start processing 14:02:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 848:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.350312 39.819507 81.989914
31 2025-08-31 61.458155 40.191667 81.983948
32 2025-09-30 62.530261 42.827289 83.760772
33 2025-10-31 63.638103 44.908555 84.499030
34 2025-11-30 64.710209 43.683734 85.908489
Forecast for Australia and Product 849:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.090227 22.204013 68.681071
31 2025-08-31 43.032204 18.328503 65.647417
32 2025-09-30 42.976053 22.005359 66.096056
33 2025-10-31 42.918031 20.661433 65.062341
34 2025-11-30 42.861880 19.761458 66.112497
14:02:22 - cmdstanpy - INFO - Chain [1] start processing 14:02:22 - cmdstanpy - INFO - Chain [1] done processing 14:02:22 - cmdstanpy - INFO - Chain [1] start processing 14:02:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 850:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.674088 30.259406 70.876946
31 2025-08-31 51.110594 29.687665 73.327967
32 2025-09-30 51.533020 32.433709 72.843683
33 2025-10-31 51.969526 30.921085 72.622416
34 2025-11-30 52.391951 32.081679 73.047441
14:02:22 - cmdstanpy - INFO - Chain [1] start processing 14:02:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 851:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.594840 40.340001 72.550060
31 2025-08-31 57.236574 41.927158 72.642681
32 2025-09-30 57.857607 41.783677 72.833124
33 2025-10-31 58.499341 43.314169 74.310357
34 2025-11-30 59.120373 43.590752 73.490722
Forecast for Australia and Product 852:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.227691 18.325219 57.978157
31 2025-08-31 39.088324 18.877201 58.566903
32 2025-09-30 38.953453 19.666109 59.415803
33 2025-10-31 38.814087 19.741186 57.252801
34 2025-11-30 38.679216 19.760128 56.790769
14:02:22 - cmdstanpy - INFO - Chain [1] start processing 14:02:22 - cmdstanpy - INFO - Chain [1] done processing 14:02:22 - cmdstanpy - INFO - Chain [1] start processing 14:02:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 853:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.191078 1.744222 40.203827
31 2025-08-31 20.598858 2.091584 41.141664
32 2025-09-30 20.025743 1.694364 40.521364
33 2025-10-31 19.433524 -1.193759 38.793016
34 2025-11-30 18.860408 0.801482 38.274494
Forecast for Australia and Product 854:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.671231 14.793103 50.909579
31 2025-08-31 32.000080 12.988379 49.561342
32 2025-09-30 31.350580 10.645109 50.703531
33 2025-10-31 30.679430 12.433672 48.148013
34 2025-11-30 30.029929 11.414065 48.383642
14:02:23 - cmdstanpy - INFO - Chain [1] start processing 14:02:23 - cmdstanpy - INFO - Chain [1] done processing 14:02:23 - cmdstanpy - INFO - Chain [1] start processing 14:02:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 855:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.046606 27.316053 87.764928
31 2025-08-31 58.015106 30.878583 87.890350
32 2025-09-30 58.952364 28.318270 85.781977
33 2025-10-31 59.920864 31.386378 88.315615
34 2025-11-30 60.858122 32.167927 89.193703
Forecast for Australia and Product 856:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.031831 15.400930 56.725651
31 2025-08-31 35.754348 13.865218 55.804944
32 2025-09-30 35.485817 15.543253 55.969740
33 2025-10-31 35.208334 15.186280 55.077223
34 2025-11-30 34.939803 13.586569 54.386543
14:02:23 - cmdstanpy - INFO - Chain [1] start processing 14:02:23 - cmdstanpy - INFO - Chain [1] done processing 14:02:23 - cmdstanpy - INFO - Chain [1] start processing 14:02:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 857:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.464704 28.931898 63.560618
31 2025-08-31 46.792197 29.093721 63.844345
32 2025-09-30 47.109126 30.701835 63.716963
33 2025-10-31 47.436620 30.432504 64.263254
34 2025-11-30 47.753549 30.551117 64.816776
Forecast for Australia and Product 858:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.539650 16.656361 65.486793
31 2025-08-31 40.550177 19.062050 65.494535
32 2025-09-30 40.560365 15.712307 64.786837
33 2025-10-31 40.570892 16.588393 65.082688
34 2025-11-30 40.581079 16.307812 62.696023
14:02:23 - cmdstanpy - INFO - Chain [1] start processing 14:02:23 - cmdstanpy - INFO - Chain [1] done processing 14:02:23 - cmdstanpy - INFO - Chain [1] start processing 14:02:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 859:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.501433 15.151627 51.461857
31 2025-08-31 33.339340 15.351279 51.304219
32 2025-09-30 33.182475 15.219179 52.430121
33 2025-10-31 33.020381 15.287828 52.549969
34 2025-11-30 32.863516 14.389868 50.209985
Forecast for Australia and Product 860:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.234336 41.137926 72.695528
31 2025-08-31 57.274172 40.784538 73.771421
32 2025-09-30 58.280465 41.334834 75.348238
33 2025-10-31 59.320302 43.210357 74.514779
34 2025-11-30 60.326595 44.405614 76.273626
14:02:24 - cmdstanpy - INFO - Chain [1] start processing 14:02:24 - cmdstanpy - INFO - Chain [1] done processing 14:02:24 - cmdstanpy - INFO - Chain [1] start processing 14:02:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 861:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.543339 29.526813 69.862232
31 2025-08-31 50.891686 30.133994 73.019039
32 2025-09-30 51.228796 30.286795 70.931429
33 2025-10-31 51.577143 30.615155 70.418262
34 2025-11-30 51.914253 32.791038 71.762250
Forecast for Australia and Product 862:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.251656 25.071820 49.753762
31 2025-08-31 37.123064 24.420354 49.923813
32 2025-09-30 36.998621 23.168832 48.900120
33 2025-10-31 36.870029 24.037889 50.310016
34 2025-11-30 36.745586 23.765217 48.995107
14:02:24 - cmdstanpy - INFO - Chain [1] start processing 14:02:24 - cmdstanpy - INFO - Chain [1] done processing 14:02:24 - cmdstanpy - INFO - Chain [1] start processing 14:02:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 863:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.194550 34.630029 81.439945
31 2025-08-31 57.807718 34.320609 81.224588
32 2025-09-30 58.401107 32.786663 85.099828
33 2025-10-31 59.014275 35.795641 85.059385
34 2025-11-30 59.607663 34.817237 84.663946
Forecast for Australia and Product 864:
ds yhat yhat_lower yhat_upper
30 2025-07-31 12.922469 -7.943506 34.528583
31 2025-08-31 11.246813 -10.762377 32.585601
32 2025-09-30 9.625210 -12.162155 31.548849
33 2025-10-31 7.949553 -13.443412 28.537419
34 2025-11-30 6.327950 -16.069706 29.941198
14:02:24 - cmdstanpy - INFO - Chain [1] start processing 14:02:24 - cmdstanpy - INFO - Chain [1] done processing 14:02:24 - cmdstanpy - INFO - Chain [1] start processing 14:02:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 865:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.106752 9.942644 56.444085
31 2025-08-31 32.984028 9.708441 53.876689
32 2025-09-30 32.865264 9.555009 55.547683
33 2025-10-31 32.742541 9.565281 55.836692
34 2025-11-30 32.623776 9.651368 56.050112
Forecast for Australia and Product 866:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.355690 25.373282 56.035116
31 2025-08-31 41.764278 26.958722 57.886998
32 2025-09-30 42.159687 27.823003 58.910301
33 2025-10-31 42.568276 26.700004 58.226192
34 2025-11-30 42.963684 28.686088 59.456443
14:02:25 - cmdstanpy - INFO - Chain [1] start processing 14:02:25 - cmdstanpy - INFO - Chain [1] done processing 14:02:25 - cmdstanpy - INFO - Chain [1] start processing 14:02:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 867:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.143975 41.519794 64.345988
31 2025-08-31 53.855513 42.316857 66.099364
32 2025-09-30 54.544098 42.224245 66.203230
33 2025-10-31 55.255635 44.424096 67.175469
34 2025-11-30 55.944220 44.421441 69.118826
Forecast for Australia and Product 868:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.257752 12.304028 50.941568
31 2025-08-31 30.903107 11.895076 49.929413
32 2025-09-30 30.559902 11.320358 49.928487
33 2025-10-31 30.205257 10.331421 51.079224
34 2025-11-30 29.862052 9.682442 48.779233
14:02:25 - cmdstanpy - INFO - Chain [1] start processing 14:02:25 - cmdstanpy - INFO - Chain [1] done processing 14:02:25 - cmdstanpy - INFO - Chain [1] start processing 14:02:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 869:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.976206 33.888998 73.453237
31 2025-08-31 54.608941 34.348258 73.572025
32 2025-09-30 55.221265 34.975695 75.546350
33 2025-10-31 55.854000 33.990547 75.306233
34 2025-11-30 56.466325 36.201795 76.718985
Forecast for Australia and Product 870:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.522561 3.944487 48.946876
31 2025-08-31 25.840311 1.175578 46.893953
32 2025-09-30 25.180068 0.812758 47.507022
33 2025-10-31 24.497818 -0.140467 47.005505
34 2025-11-30 23.837576 1.275529 45.083948
14:02:25 - cmdstanpy - INFO - Chain [1] start processing 14:02:25 - cmdstanpy - INFO - Chain [1] done processing 14:02:26 - cmdstanpy - INFO - Chain [1] start processing 14:02:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 871:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.166672 14.530612 49.912476
31 2025-08-31 31.851973 11.252773 51.033901
32 2025-09-30 31.547425 14.088425 50.447655
33 2025-10-31 31.232725 12.666438 50.166286
34 2025-11-30 30.928177 12.720272 49.025578
Forecast for Australia and Product 872:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.953434 24.551821 75.053057
31 2025-08-31 50.344924 25.844040 76.295859
32 2025-09-30 50.723786 25.303058 74.809891
33 2025-10-31 51.115277 27.398872 74.755596
34 2025-11-30 51.494139 26.479567 76.045204
14:02:26 - cmdstanpy - INFO - Chain [1] start processing 14:02:26 - cmdstanpy - INFO - Chain [1] done processing 14:02:26 - cmdstanpy - INFO - Chain [1] start processing 14:02:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 873:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.447104 24.888238 53.637494
31 2025-08-31 39.431911 23.859929 53.107737
32 2025-09-30 39.417208 24.288922 54.526710
33 2025-10-31 39.402015 24.053615 54.379932
34 2025-11-30 39.387313 23.530798 53.274660
Forecast for Australia and Product 874:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.922191 10.910202 40.213502
31 2025-08-31 24.076616 9.183979 39.211317
32 2025-09-30 23.258317 7.893198 38.543884
33 2025-10-31 22.412741 7.191183 36.357243
34 2025-11-30 21.594443 7.319318 36.797180
14:02:26 - cmdstanpy - INFO - Chain [1] start processing 14:02:26 - cmdstanpy - INFO - Chain [1] done processing 14:02:26 - cmdstanpy - INFO - Chain [1] start processing 14:02:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 875:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.070990 20.842160 58.057822
31 2025-08-31 39.056550 20.786596 57.813971
32 2025-09-30 39.042574 21.587632 57.215760
33 2025-10-31 39.028134 20.466275 55.803021
34 2025-11-30 39.014158 20.550136 58.079014
Forecast for Australia and Product 876:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.778742 26.659896 65.118241
31 2025-08-31 45.927520 27.142005 64.361815
32 2025-09-30 46.071499 25.956016 64.883377
33 2025-10-31 46.220278 25.821304 65.712457
34 2025-11-30 46.364257 26.782309 65.667717
14:02:26 - cmdstanpy - INFO - Chain [1] start processing 14:02:26 - cmdstanpy - INFO - Chain [1] done processing 14:02:27 - cmdstanpy - INFO - Chain [1] start processing 14:02:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 877:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.024371 35.412834 74.293834
31 2025-08-31 55.837854 35.829744 75.704466
32 2025-09-30 56.625096 35.810822 76.852500
33 2025-10-31 57.438580 38.096760 76.702730
34 2025-11-30 58.225822 37.384025 78.938483
Forecast for Australia and Product 878:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.976864 20.548421 53.032900
31 2025-08-31 36.915176 20.957889 53.523398
32 2025-09-30 36.855479 20.450052 52.163534
33 2025-10-31 36.793792 20.090320 52.174863
34 2025-11-30 36.734094 20.385605 52.545436
14:02:27 - cmdstanpy - INFO - Chain [1] start processing 14:02:27 - cmdstanpy - INFO - Chain [1] done processing 14:02:27 - cmdstanpy - INFO - Chain [1] start processing 14:02:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 879:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.160102 21.454364 56.939929
31 2025-08-31 39.431646 22.371605 57.002710
32 2025-09-30 39.694430 22.637019 57.217238
33 2025-10-31 39.965974 23.485799 56.904909
34 2025-11-30 40.228758 23.416819 57.752379
Forecast for Australia and Product 880:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.401486 39.186668 81.542558
31 2025-08-31 61.462888 38.363212 83.348063
32 2025-09-30 62.490051 41.906002 83.352602
33 2025-10-31 63.551454 42.552550 83.443513
34 2025-11-30 64.578617 42.860604 86.806366
14:02:27 - cmdstanpy - INFO - Chain [1] start processing 14:02:27 - cmdstanpy - INFO - Chain [1] done processing 14:02:27 - cmdstanpy - INFO - Chain [1] start processing 14:02:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 881:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.472434 31.849012 77.225482
31 2025-08-31 53.694190 29.889249 76.089220
32 2025-09-30 53.908792 30.368096 76.419949
33 2025-10-31 54.130548 31.127407 74.937822
34 2025-11-30 54.345150 31.288914 77.982633
Forecast for Australia and Product 882:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.961320 31.293350 65.011695
31 2025-08-31 48.166780 32.364898 65.007182
32 2025-09-30 48.365613 32.521441 64.391996
33 2025-10-31 48.571073 32.415158 65.823739
34 2025-11-30 48.769905 31.396037 65.684608
14:02:27 - cmdstanpy - INFO - Chain [1] start processing 14:02:27 - cmdstanpy - INFO - Chain [1] done processing 14:02:28 - cmdstanpy - INFO - Chain [1] start processing 14:02:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 883:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.688397 29.564692 67.485721
31 2025-08-31 49.136995 30.053481 67.701037
32 2025-09-30 49.571122 30.319250 67.607066
33 2025-10-31 50.019719 30.944147 67.579645
34 2025-11-30 50.453846 31.741619 70.036016
Forecast for Australia and Product 884:
ds yhat yhat_lower yhat_upper
30 2025-07-31 16.667058 0.344648 33.519943
31 2025-08-31 15.360781 -0.388479 30.431701
32 2025-09-30 14.096642 -2.246283 29.028398
33 2025-10-31 12.790365 -4.673099 28.234072
34 2025-11-30 11.526226 -3.475711 26.803496
14:02:28 - cmdstanpy - INFO - Chain [1] start processing 14:02:28 - cmdstanpy - INFO - Chain [1] done processing 14:02:28 - cmdstanpy - INFO - Chain [1] start processing 14:02:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 885:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.222562 29.991879 74.458699
31 2025-08-31 53.770922 32.867731 74.413844
32 2025-09-30 54.301593 33.585714 75.763953
33 2025-10-31 54.849952 33.482159 76.815393
34 2025-11-30 55.380623 33.382549 76.354862
Forecast for Australia and Product 886:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.503425 13.425674 63.608526
31 2025-08-31 38.456223 14.384568 63.451980
32 2025-09-30 38.410543 14.950902 62.364406
33 2025-10-31 38.363341 14.690473 62.438331
34 2025-11-30 38.317662 14.226658 62.980366
14:02:28 - cmdstanpy - INFO - Chain [1] start processing 14:02:28 - cmdstanpy - INFO - Chain [1] done processing 14:02:28 - cmdstanpy - INFO - Chain [1] start processing 14:02:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 887:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.374849 11.458564 55.587442
31 2025-08-31 34.128961 12.303006 58.067680
32 2025-09-30 33.891005 10.048088 55.609715
33 2025-10-31 33.645117 11.391517 56.159821
34 2025-11-30 33.407161 11.527234 57.247427
Forecast for Australia and Product 888:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.786316 33.349027 83.819131
31 2025-08-31 58.342599 34.505144 83.930354
32 2025-09-30 58.880938 34.712556 84.660633
33 2025-10-31 59.437221 34.252911 84.069375
34 2025-11-30 59.975560 35.397827 85.465239
14:02:28 - cmdstanpy - INFO - Chain [1] start processing 14:02:29 - cmdstanpy - INFO - Chain [1] done processing 14:02:29 - cmdstanpy - INFO - Chain [1] start processing 14:02:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 889:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.294774 33.454916 81.610834
31 2025-08-31 57.952116 32.802492 82.159719
32 2025-09-30 58.588254 35.135420 84.448209
33 2025-10-31 59.245596 33.493822 82.304429
34 2025-11-30 59.881734 36.646699 82.763479
Forecast for Australia and Product 890:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.020268 8.547110 52.999333
31 2025-08-31 29.672813 9.521245 51.931017
32 2025-09-30 29.336567 7.518947 51.455089
33 2025-10-31 28.989112 7.562168 50.604544
34 2025-11-30 28.652866 7.196016 48.231261
14:02:29 - cmdstanpy - INFO - Chain [1] start processing 14:02:29 - cmdstanpy - INFO - Chain [1] done processing 14:02:29 - cmdstanpy - INFO - Chain [1] start processing 14:02:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 891:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.973111 14.956325 62.027174
31 2025-08-31 38.808085 15.323474 61.582947
32 2025-09-30 38.648383 13.517339 62.356954
33 2025-10-31 38.483358 15.367859 61.560781
34 2025-11-30 38.323656 14.997871 60.675805
Forecast for Australia and Product 892:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.248827 22.133489 55.768088
31 2025-08-31 38.045491 21.007450 55.346379
32 2025-09-30 37.848714 20.648563 54.819057
33 2025-10-31 37.645377 21.268142 54.371493
34 2025-11-30 37.448600 21.041937 53.988287
14:02:29 - cmdstanpy - INFO - Chain [1] start processing 14:02:29 - cmdstanpy - INFO - Chain [1] done processing 14:02:29 - cmdstanpy - INFO - Chain [1] start processing 14:02:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 893:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.345911 25.563747 61.164985
31 2025-08-31 43.539225 25.570976 60.938485
32 2025-09-30 43.726302 25.332579 61.691606
33 2025-10-31 43.919616 26.439095 63.225075
34 2025-11-30 44.106694 24.504990 62.629115
Forecast for Australia and Product 894:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.441049 22.664415 49.732039
31 2025-08-31 36.495336 22.424749 49.953256
32 2025-09-30 36.547870 23.229505 50.616497
33 2025-10-31 36.602157 23.471380 49.502323
34 2025-11-30 36.654692 22.578146 48.696274
14:02:29 - cmdstanpy - INFO - Chain [1] start processing 14:02:30 - cmdstanpy - INFO - Chain [1] done processing 14:02:30 - cmdstanpy - INFO - Chain [1] start processing 14:02:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 895:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.943646 12.092781 57.998942
31 2025-08-31 34.949309 13.668666 57.395822
32 2025-09-30 34.954790 12.081177 58.128749
33 2025-10-31 34.960454 12.799834 55.895343
34 2025-11-30 34.965935 12.305034 57.625686
Forecast for Australia and Product 896:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.901289 21.246619 63.207644
31 2025-08-31 43.003198 22.839092 63.261085
32 2025-09-30 43.101819 24.024220 63.642407
33 2025-10-31 43.203728 22.446168 64.310041
34 2025-11-30 43.302350 22.746554 64.553112
14:02:30 - cmdstanpy - INFO - Chain [1] start processing 14:02:30 - cmdstanpy - INFO - Chain [1] done processing 14:02:30 - cmdstanpy - INFO - Chain [1] start processing 14:02:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 897:
ds yhat yhat_lower yhat_upper
30 2025-07-31 11.436387 -8.307215 32.228658
31 2025-08-31 9.873676 -11.277168 31.266230
32 2025-09-30 8.361375 -11.360336 29.005891
33 2025-10-31 6.798664 -13.167985 26.741593
34 2025-11-30 5.286363 -14.789985 26.890055
Forecast for Australia and Product 898:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.247093 10.302706 46.781354
31 2025-08-31 27.885797 9.391747 46.952021
32 2025-09-30 27.536156 7.826403 47.151435
33 2025-10-31 27.174860 10.116321 45.565246
34 2025-11-30 26.825218 7.056548 45.412196
14:02:30 - cmdstanpy - INFO - Chain [1] start processing 14:02:30 - cmdstanpy - INFO - Chain [1] done processing 14:02:30 - cmdstanpy - INFO - Chain [1] start processing 14:02:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 899:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.697357 13.827679 47.035419
31 2025-08-31 30.431609 16.110697 47.628766
32 2025-09-30 30.174434 13.567870 46.707903
33 2025-10-31 29.908686 13.232963 46.042577
34 2025-11-30 29.651511 12.757935 45.447652
Forecast for Australia and Product 900:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.563179 17.405473 49.810612
31 2025-08-31 34.517146 16.993993 50.949106
32 2025-09-30 34.472598 16.212372 51.043029
33 2025-10-31 34.426565 16.879493 52.429819
34 2025-11-30 34.382016 17.441109 51.496551
14:02:31 - cmdstanpy - INFO - Chain [1] start processing 14:02:31 - cmdstanpy - INFO - Chain [1] done processing 14:02:31 - cmdstanpy - INFO - Chain [1] start processing 14:02:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 901:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.059245 11.516825 51.677452
31 2025-08-31 30.714587 9.377794 52.496482
32 2025-09-30 30.381046 10.576437 50.240780
33 2025-10-31 30.036387 9.218394 51.927613
34 2025-11-30 29.702846 9.162883 49.888074
Forecast for Australia and Product 902:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.687340 17.696918 53.526013
31 2025-08-31 35.505481 17.431815 52.663574
32 2025-09-30 35.329489 18.619732 52.382536
33 2025-10-31 35.147630 19.637465 51.116756
34 2025-11-30 34.971638 17.952147 52.732502
14:02:31 - cmdstanpy - INFO - Chain [1] start processing 14:02:31 - cmdstanpy - INFO - Chain [1] done processing 14:02:31 - cmdstanpy - INFO - Chain [1] start processing 14:02:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 903:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.290924 21.609158 51.072960
31 2025-08-31 36.162446 20.849301 52.031531
32 2025-09-30 36.038113 21.444980 51.173607
33 2025-10-31 35.909635 21.299692 50.979856
34 2025-11-30 35.785302 21.853128 51.766593
Forecast for Australia and Product 904:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.488077 20.924629 53.208200
31 2025-08-31 36.393883 20.258689 51.784382
32 2025-09-30 36.302727 19.822073 51.222212
33 2025-10-31 36.208533 20.496764 51.497617
34 2025-11-30 36.117377 21.094327 51.992665
14:02:31 - cmdstanpy - INFO - Chain [1] start processing 14:02:31 - cmdstanpy - INFO - Chain [1] done processing 14:02:31 - cmdstanpy - INFO - Chain [1] start processing 14:02:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 905:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.185281 11.352883 61.290693
31 2025-08-31 35.997146 11.988202 60.914236
32 2025-09-30 35.815079 11.245637 60.697094
33 2025-10-31 35.626943 11.138397 61.646635
34 2025-11-30 35.444876 11.071302 60.072544
Forecast for Australia and Product 906:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.812875 20.091665 55.830560
31 2025-08-31 37.028825 18.970447 53.946523
32 2025-09-30 37.237809 19.640858 54.566397
33 2025-10-31 37.453759 19.271328 54.356244
34 2025-11-30 37.662742 21.019496 55.229326
14:02:32 - cmdstanpy - INFO - Chain [1] start processing 14:02:32 - cmdstanpy - INFO - Chain [1] done processing 14:02:32 - cmdstanpy - INFO - Chain [1] start processing 14:02:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 907:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.355836 5.971844 47.090654
31 2025-08-31 26.810424 6.165384 47.502284
32 2025-09-30 26.282605 5.230903 47.100855
33 2025-10-31 25.737193 5.521177 44.332889
34 2025-11-30 25.209374 5.987352 46.503968
Forecast for Australia and Product 908:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.173001 13.360974 41.746849
31 2025-08-31 26.627895 12.716331 41.701065
32 2025-09-30 26.100373 12.109471 39.918831
33 2025-10-31 25.555267 11.753656 38.873653
34 2025-11-30 25.027745 11.342648 39.929763
14:02:32 - cmdstanpy - INFO - Chain [1] start processing 14:02:32 - cmdstanpy - INFO - Chain [1] done processing 14:02:32 - cmdstanpy - INFO - Chain [1] start processing 14:02:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 909:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.026018 31.080722 64.628890
31 2025-08-31 48.430842 31.945981 64.853089
32 2025-09-30 48.822607 32.362442 64.860384
33 2025-10-31 49.227430 33.593168 65.445123
34 2025-11-30 49.619195 34.872654 66.313976
Forecast for Australia and Product 910:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.175020 14.367838 59.233279
31 2025-08-31 36.617154 16.530692 58.412272
32 2025-09-30 36.077284 14.224254 57.379754
33 2025-10-31 35.519418 12.987337 57.475158
34 2025-11-30 34.979549 15.076693 58.118587
14:02:32 - cmdstanpy - INFO - Chain [1] start processing 14:02:32 - cmdstanpy - INFO - Chain [1] done processing 14:02:32 - cmdstanpy - INFO - Chain [1] start processing 14:02:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 911:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.603363 -0.482246 51.687830
31 2025-08-31 25.837458 1.057750 51.622396
32 2025-09-30 25.096259 0.563007 50.439447
33 2025-10-31 24.330353 -0.613718 50.228090
34 2025-11-30 23.589155 -0.962619 47.835110
Forecast for Australia and Product 912:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.180860 9.655142 45.113183
31 2025-08-31 25.594095 8.182998 43.684450
32 2025-09-30 25.026259 6.340944 43.419399
33 2025-10-31 24.439494 6.168231 41.154815
34 2025-11-30 23.871657 6.777276 42.509466
14:02:33 - cmdstanpy - INFO - Chain [1] start processing 14:02:33 - cmdstanpy - INFO - Chain [1] done processing 14:02:33 - cmdstanpy - INFO - Chain [1] start processing 14:02:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 913:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.015319 14.936951 56.384413
31 2025-08-31 34.846329 15.434696 54.538329
32 2025-09-30 34.682791 14.559461 54.986520
33 2025-10-31 34.513801 15.586605 55.083832
34 2025-11-30 34.350262 13.817697 52.816742
Forecast for Australia and Product 914:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.784840 21.767912 54.598428
31 2025-08-31 37.612829 20.274208 53.013855
32 2025-09-30 37.446366 20.122211 53.629731
33 2025-10-31 37.274354 21.077090 55.460355
34 2025-11-30 37.107891 19.858403 54.067158
14:02:33 - cmdstanpy - INFO - Chain [1] start processing 14:02:33 - cmdstanpy - INFO - Chain [1] done processing 14:02:33 - cmdstanpy - INFO - Chain [1] start processing 14:02:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 915:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.473316 16.592969 57.127285
31 2025-08-31 37.274585 17.665551 56.887115
32 2025-09-30 37.082265 17.942667 57.780211
33 2025-10-31 36.883534 16.952942 58.076620
34 2025-11-30 36.691214 17.192346 56.769068
Forecast for Australia and Product 916:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.090531 20.119284 64.783233
31 2025-08-31 43.384489 22.578495 65.804221
32 2025-09-30 43.668963 22.139273 64.103516
33 2025-10-31 43.962921 21.605229 65.537218
34 2025-11-30 44.247395 21.299090 66.152802
14:02:33 - cmdstanpy - INFO - Chain [1] start processing 14:02:33 - cmdstanpy - INFO - Chain [1] done processing 14:02:33 - cmdstanpy - INFO - Chain [1] start processing 14:02:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 917:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.091768 14.100986 49.924648
31 2025-08-31 31.585141 13.343654 49.806675
32 2025-09-30 31.094856 11.876275 50.493085
33 2025-10-31 30.588228 11.370143 49.845764
34 2025-11-30 30.097944 12.365133 50.271309
Forecast for Australia and Product 918:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.797487 9.305449 54.968163
31 2025-08-31 32.282095 7.710186 53.752531
32 2025-09-30 31.783328 11.940890 54.904562
33 2025-10-31 31.267936 8.376355 53.510740
34 2025-11-30 30.769169 7.860732 53.357022
14:02:34 - cmdstanpy - INFO - Chain [1] start processing 14:02:34 - cmdstanpy - INFO - Chain [1] done processing 14:02:34 - cmdstanpy - INFO - Chain [1] start processing 14:02:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 919:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.781804 34.838183 71.355189
31 2025-08-31 53.347933 35.169929 71.128128
32 2025-09-30 53.895799 35.385937 70.695964
33 2025-10-31 54.461928 35.904261 72.884681
34 2025-11-30 55.009795 37.121560 72.646853
Forecast for Australia and Product 920:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.514340 32.208540 63.610579
31 2025-08-31 48.138561 32.614617 63.048914
32 2025-09-30 48.742647 33.199795 64.421277
33 2025-10-31 49.366868 32.999265 65.505302
34 2025-11-30 49.970954 35.675323 65.613542
14:02:34 - cmdstanpy - INFO - Chain [1] start processing 14:02:34 - cmdstanpy - INFO - Chain [1] done processing 14:02:34 - cmdstanpy - INFO - Chain [1] start processing 14:02:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 921:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.399715 20.940193 62.495352
31 2025-08-31 42.600905 22.028624 64.823281
32 2025-09-30 42.795606 23.216829 63.998381
33 2025-10-31 42.996796 22.401523 62.263622
34 2025-11-30 43.191496 21.725156 63.160940
Forecast for Australia and Product 922:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.653461 26.833645 61.260105
31 2025-08-31 44.801011 28.005726 61.463729
32 2025-09-30 44.943801 26.902076 60.722550
33 2025-10-31 45.091352 28.586363 62.893304
34 2025-11-30 45.234142 28.383096 61.764943
14:02:34 - cmdstanpy - INFO - Chain [1] start processing 14:02:34 - cmdstanpy - INFO - Chain [1] done processing 14:02:35 - cmdstanpy - INFO - Chain [1] start processing 14:02:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 923:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.673015 14.914654 55.539513
31 2025-08-31 35.489497 15.356943 55.683648
32 2025-09-30 35.311899 14.625588 55.136848
33 2025-10-31 35.128381 14.167942 54.550210
34 2025-11-30 34.950783 13.937470 54.875670
Forecast for Australia and Product 924:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.017633 28.988414 66.812240
31 2025-08-31 47.402371 27.045356 65.538872
32 2025-09-30 47.774698 28.874086 65.882579
33 2025-10-31 48.159436 28.940072 66.607481
34 2025-11-30 48.531764 30.201520 67.264925
14:02:35 - cmdstanpy - INFO - Chain [1] start processing 14:02:35 - cmdstanpy - INFO - Chain [1] done processing 14:02:35 - cmdstanpy - INFO - Chain [1] start processing 14:02:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 925:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.330354 9.047781 39.922138
31 2025-08-31 24.607962 7.406638 40.351413
32 2025-09-30 23.908874 7.740660 40.040777
33 2025-10-31 23.186482 5.326259 38.845467
34 2025-11-30 22.487393 5.209432 38.254069
Forecast for Australia and Product 926:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.425040 12.310593 59.242326
31 2025-08-31 35.028549 10.688952 58.652751
32 2025-09-30 34.644849 11.942344 57.253300
33 2025-10-31 34.248359 9.318823 58.291112
34 2025-11-30 33.864658 9.305548 59.457328
14:02:35 - cmdstanpy - INFO - Chain [1] start processing 14:02:35 - cmdstanpy - INFO - Chain [1] done processing 14:02:35 - cmdstanpy - INFO - Chain [1] start processing 14:02:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 927:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.830508 24.842966 62.795279
31 2025-08-31 44.027176 24.962521 63.611790
32 2025-09-30 44.217500 25.390428 63.695564
33 2025-10-31 44.414168 25.759119 64.297567
34 2025-11-30 44.604492 25.500924 65.409932
Forecast for Australia and Product 928:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.660845 28.631287 63.560748
31 2025-08-31 47.020671 29.182565 64.332748
32 2025-09-30 47.368888 31.029629 65.510425
33 2025-10-31 47.728714 29.357343 65.278855
34 2025-11-30 48.076932 31.239909 65.559696
14:02:35 - cmdstanpy - INFO - Chain [1] start processing 14:02:35 - cmdstanpy - INFO - Chain [1] done processing 14:02:36 - cmdstanpy - INFO - Chain [1] start processing 14:02:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 929:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.868767 15.617276 53.596336
31 2025-08-31 34.703365 16.880454 52.245677
32 2025-09-30 34.543299 15.266806 52.875264
33 2025-10-31 34.377898 17.281302 53.393678
34 2025-11-30 34.217832 17.343129 52.635005
14:02:36 - cmdstanpy - INFO - Chain [1] start processing 14:02:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 930:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.409035 26.583847 67.012370
31 2025-08-31 46.708209 26.133333 68.658291
32 2025-09-30 46.997733 25.134097 68.302117
33 2025-10-31 47.296907 26.587232 68.722637
34 2025-11-30 47.586430 27.684236 69.908290
Forecast for Australia and Product 931:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.939738 15.606985 59.445853
31 2025-08-31 36.508058 13.452273 59.917957
32 2025-09-30 36.090302 13.209521 57.216398
33 2025-10-31 35.658622 14.125368 59.489997
34 2025-11-30 35.240867 12.594815 58.428433
14:02:36 - cmdstanpy - INFO - Chain [1] start processing 14:02:36 - cmdstanpy - INFO - Chain [1] done processing 14:02:36 - cmdstanpy - INFO - Chain [1] start processing 14:02:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 932:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.682930 22.827288 64.968105
31 2025-08-31 43.749283 21.616482 65.426688
32 2025-09-30 43.813496 22.427351 66.528172
33 2025-10-31 43.879849 20.767498 64.431900
34 2025-11-30 43.944061 23.919942 64.911308
Forecast for Australia and Product 933:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.254644 12.210611 62.748657
31 2025-08-31 38.117870 12.714616 64.201823
32 2025-09-30 37.985509 14.002058 60.017775
33 2025-10-31 37.848736 14.759159 62.863220
34 2025-11-30 37.716375 11.807279 61.848735
14:02:36 - cmdstanpy - INFO - Chain [1] start processing 14:02:36 - cmdstanpy - INFO - Chain [1] done processing 14:02:36 - cmdstanpy - INFO - Chain [1] start processing 14:02:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 934:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.806395 37.362407 71.875890
31 2025-08-31 55.411229 36.852863 73.361197
32 2025-09-30 55.996551 38.200011 73.070448
33 2025-10-31 56.601385 38.534360 74.450531
34 2025-11-30 57.186708 40.069083 74.779384
Forecast for Australia and Product 935:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.259432 19.132232 56.652004
31 2025-08-31 37.921620 19.065097 56.542498
32 2025-09-30 37.594704 18.899382 56.668465
33 2025-10-31 37.256892 19.070262 53.861370
34 2025-11-30 36.929976 17.581670 55.643135
14:02:37 - cmdstanpy - INFO - Chain [1] start processing 14:02:37 - cmdstanpy - INFO - Chain [1] done processing 14:02:37 - cmdstanpy - INFO - Chain [1] start processing 14:02:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 936:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.830910 17.221782 66.964526
31 2025-08-31 41.509823 18.253089 65.539879
32 2025-09-30 41.199092 13.613073 67.237309
33 2025-10-31 40.878005 16.751332 65.623154
34 2025-11-30 40.567275 15.131701 66.167934
Forecast for Australia and Product 937:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.090544 29.589480 57.461841
31 2025-08-31 44.193383 30.728324 57.644273
32 2025-09-30 44.292905 31.736956 58.246851
33 2025-10-31 44.395745 30.673949 58.220496
34 2025-11-30 44.495267 31.522837 58.793122
14:02:37 - cmdstanpy - INFO - Chain [1] start processing 14:02:37 - cmdstanpy - INFO - Chain [1] done processing 14:02:37 - cmdstanpy - INFO - Chain [1] start processing 14:02:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 938:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.050755 18.225933 46.968281
31 2025-08-31 31.631951 18.021811 45.243696
32 2025-09-30 31.226657 16.146044 44.617661
33 2025-10-31 30.807853 17.560694 45.106841
34 2025-11-30 30.402558 17.306180 44.610755
Forecast for Australia and Product 939:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.682101 20.352790 66.042995
31 2025-08-31 44.117287 21.673502 65.810542
32 2025-09-30 44.538435 22.867619 66.512436
33 2025-10-31 44.973622 22.343824 68.381825
34 2025-11-30 45.394770 24.677962 67.841505
14:02:37 - cmdstanpy - INFO - Chain [1] start processing 14:02:37 - cmdstanpy - INFO - Chain [1] done processing 14:02:37 - cmdstanpy - INFO - Chain [1] start processing 14:02:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 940:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.058723 16.295477 58.741920
31 2025-08-31 36.800660 16.048408 58.811750
32 2025-09-30 36.550922 15.020112 58.028478
33 2025-10-31 36.292859 13.798232 56.895155
34 2025-11-30 36.043121 12.168130 56.739343
Forecast for Australia and Product 941:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.883107 26.643441 66.183778
31 2025-08-31 46.221864 26.494087 65.561004
32 2025-09-30 46.549693 28.432185 64.718971
33 2025-10-31 46.888450 27.021077 66.428093
34 2025-11-30 47.216279 27.092902 65.321093
14:02:38 - cmdstanpy - INFO - Chain [1] start processing 14:02:38 - cmdstanpy - INFO - Chain [1] done processing 14:02:38 - cmdstanpy - INFO - Chain [1] start processing 14:02:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 942:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.075245 33.632471 68.069640
31 2025-08-31 51.360405 33.311481 70.417511
32 2025-09-30 51.636366 34.264549 70.343244
33 2025-10-31 51.921526 35.152838 71.293552
34 2025-11-30 52.197487 34.715966 69.741892
Forecast for Australia and Product 943:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.900627 19.664433 64.183064
31 2025-08-31 40.918822 20.640642 64.524246
32 2025-09-30 40.936430 18.237493 63.723225
33 2025-10-31 40.954625 19.834145 62.163376
34 2025-11-30 40.972233 18.892149 62.961424
14:02:38 - cmdstanpy - INFO - Chain [1] start processing 14:02:38 - cmdstanpy - INFO - Chain [1] done processing 14:02:38 - cmdstanpy - INFO - Chain [1] start processing 14:02:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 944:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.348655 14.783656 57.422964
31 2025-08-31 34.941231 14.149546 56.153844
32 2025-09-30 34.546950 14.291869 55.508250
33 2025-10-31 34.139527 13.926301 55.095900
34 2025-11-30 33.745246 11.894970 53.150390
Forecast for Australia and Product 945:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.707404 9.871079 48.937475
31 2025-08-31 29.269084 9.512851 49.406111
32 2025-09-30 28.844904 7.326044 50.745326
33 2025-10-31 28.406584 9.133056 50.271984
34 2025-11-30 27.982403 7.675760 50.046292
14:02:38 - cmdstanpy - INFO - Chain [1] start processing 14:02:38 - cmdstanpy - INFO - Chain [1] done processing 14:02:39 - cmdstanpy - INFO - Chain [1] start processing 14:02:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 946:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.105425 23.120184 58.512723
31 2025-08-31 40.969683 22.150812 60.555528
32 2025-09-30 40.838321 23.234210 58.563447
33 2025-10-31 40.702579 23.473859 59.014874
34 2025-11-30 40.571217 22.166260 58.354469
Forecast for Australia and Product 947:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.999251 6.348251 45.444905
31 2025-08-31 24.947383 2.627139 46.657279
32 2025-09-30 23.929446 3.260969 46.083215
33 2025-10-31 22.877579 0.593964 42.718358
34 2025-11-30 21.859642 0.667241 41.925485
14:02:39 - cmdstanpy - INFO - Chain [1] start processing 14:02:39 - cmdstanpy - INFO - Chain [1] done processing 14:02:39 - cmdstanpy - INFO - Chain [1] start processing 14:02:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 948:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.529513 27.728763 63.158790
31 2025-08-31 44.954171 27.216778 61.940666
32 2025-09-30 45.365131 26.533827 63.763790
33 2025-10-31 45.789789 27.998554 64.597655
34 2025-11-30 46.200749 28.370918 63.429318
Forecast for Australia and Product 949:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.301412 37.371305 69.032023
31 2025-08-31 52.844386 37.316009 68.439836
32 2025-09-30 53.369844 37.908964 70.415641
33 2025-10-31 53.912818 38.128040 69.586362
34 2025-11-30 54.438276 38.537812 70.004240
14:02:39 - cmdstanpy - INFO - Chain [1] start processing 14:02:39 - cmdstanpy - INFO - Chain [1] done processing 14:02:39 - cmdstanpy - INFO - Chain [1] start processing 14:02:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 950:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.574722 39.327563 78.613874
31 2025-08-31 59.484775 39.559367 81.017690
32 2025-09-30 60.365472 38.812097 80.862878
33 2025-10-31 61.275526 40.681604 81.082870
34 2025-11-30 62.156223 41.595629 83.256160
Forecast for Australia and Product 951:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.509740 25.584974 74.596553
31 2025-08-31 49.884487 24.637937 72.644387
32 2025-09-30 50.247145 26.069509 75.121714
33 2025-10-31 50.621891 26.453814 74.579039
34 2025-11-30 50.984549 24.786596 76.028599
14:02:40 - cmdstanpy - INFO - Chain [1] start processing 14:02:40 - cmdstanpy - INFO - Chain [1] done processing 14:02:40 - cmdstanpy - INFO - Chain [1] start processing 14:02:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 952:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.995104 7.835304 44.746307
31 2025-08-31 26.409477 9.226805 46.078328
32 2025-09-30 25.842741 6.963631 43.845706
33 2025-10-31 25.257114 6.697826 43.759205
34 2025-11-30 24.690379 4.538562 44.124574
Forecast for Australia and Product 953:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.492819 28.654255 68.408047
31 2025-08-31 48.499275 28.115256 69.404097
32 2025-09-30 48.505523 29.644424 68.953759
33 2025-10-31 48.511980 30.724202 67.494548
34 2025-11-30 48.518228 29.547050 66.750318
14:02:40 - cmdstanpy - INFO - Chain [1] start processing 14:02:40 - cmdstanpy - INFO - Chain [1] done processing 14:02:40 - cmdstanpy - INFO - Chain [1] start processing 14:02:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 954:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.762728 13.276374 53.854279
31 2025-08-31 32.288644 9.996375 51.847993
32 2025-09-30 31.829854 10.473109 51.165022
33 2025-10-31 31.355770 11.385863 50.727495
34 2025-11-30 30.896979 10.401213 50.695650
Forecast for Australia and Product 955:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.473047 28.704399 58.798597
31 2025-08-31 44.756769 30.466445 59.235909
32 2025-09-30 45.031339 29.399925 58.745434
33 2025-10-31 45.315061 30.230915 59.571013
34 2025-11-30 45.589631 31.090345 60.450050
14:02:40 - cmdstanpy - INFO - Chain [1] start processing 14:02:40 - cmdstanpy - INFO - Chain [1] done processing 14:02:40 - cmdstanpy - INFO - Chain [1] start processing 14:02:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 956:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.690597 24.558734 66.321345
31 2025-08-31 45.626603 23.821555 66.125089
32 2025-09-30 45.564673 25.330473 66.338027
33 2025-10-31 45.500680 26.141746 65.911371
34 2025-11-30 45.438750 26.255186 65.778104
Forecast for Australia and Product 957:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.476196 25.756937 55.964790
31 2025-08-31 41.380208 27.307641 56.011089
32 2025-09-30 41.287317 25.747585 56.586347
33 2025-10-31 41.191329 25.616519 55.559374
34 2025-11-30 41.098437 25.773680 56.855194
14:02:41 - cmdstanpy - INFO - Chain [1] start processing 14:02:41 - cmdstanpy - INFO - Chain [1] done processing 14:02:41 - cmdstanpy - INFO - Chain [1] start processing 14:02:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 958:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.211326 22.885402 54.658455
31 2025-08-31 39.248623 22.994146 55.607200
32 2025-09-30 39.284717 23.404021 54.068503
33 2025-10-31 39.322015 23.383506 55.113416
34 2025-11-30 39.358109 22.628382 53.846021
Forecast for Australia and Product 959:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.200603 32.621199 62.905936
31 2025-08-31 47.407191 31.935094 63.720475
32 2025-09-30 47.607115 31.375223 63.231881
33 2025-10-31 47.813703 32.842074 63.843868
34 2025-11-30 48.013628 32.460006 63.570371
14:02:41 - cmdstanpy - INFO - Chain [1] start processing 14:02:41 - cmdstanpy - INFO - Chain [1] done processing 14:02:41 - cmdstanpy - INFO - Chain [1] start processing 14:02:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 960:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.357450 25.054575 64.179030
31 2025-08-31 43.446579 22.014429 63.507836
32 2025-09-30 43.532833 23.628538 63.149440
33 2025-10-31 43.621962 23.913303 64.258676
34 2025-11-30 43.708216 24.368508 64.254847
Forecast for Australia and Product 961:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.464914 24.645224 52.275379
31 2025-08-31 38.520141 24.343315 53.196527
32 2025-09-30 38.573586 24.613834 53.390432
33 2025-10-31 38.628813 24.456958 52.848910
34 2025-11-30 38.682258 25.246677 53.529456
14:02:41 - cmdstanpy - INFO - Chain [1] start processing 14:02:41 - cmdstanpy - INFO - Chain [1] done processing 14:02:41 - cmdstanpy - INFO - Chain [1] start processing 14:02:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 962:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.448990 22.657389 62.671804
31 2025-08-31 42.369810 22.487249 63.025189
32 2025-09-30 42.293183 22.057519 61.218871
33 2025-10-31 42.214002 22.501974 61.416266
34 2025-11-30 42.137376 23.358388 61.815807
Forecast for Australia and Product 963:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.418001 8.840493 50.393867
31 2025-08-31 28.837040 7.303145 50.961422
32 2025-09-30 28.274819 6.191838 47.998158
33 2025-10-31 27.693857 9.560159 47.907813
34 2025-11-30 27.131636 6.397988 47.902648
14:02:42 - cmdstanpy - INFO - Chain [1] start processing 14:02:42 - cmdstanpy - INFO - Chain [1] done processing 14:02:42 - cmdstanpy - INFO - Chain [1] start processing 14:02:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 964:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.003614 29.371126 75.224180
31 2025-08-31 51.481021 28.106364 73.063812
32 2025-09-30 51.943028 30.566807 76.589801
33 2025-10-31 52.420435 29.391440 75.776976
34 2025-11-30 52.882442 29.444016 76.556289
Forecast for Australia and Product 965:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.450262 21.258157 53.253006
31 2025-08-31 37.473683 21.516395 52.759039
32 2025-09-30 37.496348 22.503664 53.823574
33 2025-10-31 37.519769 22.490847 52.619610
34 2025-11-30 37.542435 22.699966 51.386461
14:02:42 - cmdstanpy - INFO - Chain [1] start processing 14:02:42 - cmdstanpy - INFO - Chain [1] done processing 14:02:42 - cmdstanpy - INFO - Chain [1] start processing 14:02:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 966:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.087140 28.236531 70.167603
31 2025-08-31 49.591115 27.314852 72.383052
32 2025-09-30 50.078832 29.525301 69.973262
33 2025-10-31 50.582807 29.404118 71.518935
34 2025-11-30 51.070524 29.547268 72.620431
Forecast for Australia and Product 967:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.388055 16.327799 58.246811
31 2025-08-31 37.351644 15.144198 57.997082
32 2025-09-30 37.316407 16.980096 56.258114
33 2025-10-31 37.279995 14.789792 57.661451
34 2025-11-30 37.244758 15.252298 59.679423
14:02:42 - cmdstanpy - INFO - Chain [1] start processing 14:02:42 - cmdstanpy - INFO - Chain [1] done processing 14:02:42 - cmdstanpy - INFO - Chain [1] start processing 14:02:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 968:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.024847 20.064162 45.359861
31 2025-08-31 32.702236 19.596178 45.606125
32 2025-09-30 32.390032 18.819474 45.690134
33 2025-10-31 32.067421 19.624789 44.495394
34 2025-11-30 31.755217 18.655260 44.591357
Forecast for Australia and Product 969:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.626987 29.570994 74.314041
31 2025-08-31 52.924263 31.666622 75.677942
32 2025-09-30 53.211949 32.927789 74.953952
33 2025-10-31 53.509225 31.064685 74.468299
34 2025-11-30 53.796911 31.892543 75.879436
14:02:43 - cmdstanpy - INFO - Chain [1] start processing 14:02:43 - cmdstanpy - INFO - Chain [1] done processing 14:02:43 - cmdstanpy - INFO - Chain [1] start processing 14:02:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 970:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.023697 11.698145 47.705371
31 2025-08-31 29.680206 12.239985 46.799688
32 2025-09-30 29.347795 11.351865 46.721234
33 2025-10-31 29.004304 10.572274 46.182732
34 2025-11-30 28.671893 12.193068 45.931924
Forecast for Australia and Product 971:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.415314 31.657563 68.250228
31 2025-08-31 50.833864 33.172427 69.831809
32 2025-09-30 51.238913 33.112423 69.677182
33 2025-10-31 51.657463 32.633372 69.423694
34 2025-11-30 52.062511 33.036284 70.782983
14:02:43 - cmdstanpy - INFO - Chain [1] start processing 14:02:43 - cmdstanpy - INFO - Chain [1] done processing 14:02:43 - cmdstanpy - INFO - Chain [1] start processing 14:02:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 972:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.900657 17.630761 44.844880
31 2025-08-31 30.852893 17.770112 43.877553
32 2025-09-30 30.806670 17.433259 44.486589
33 2025-10-31 30.758907 17.774259 44.136646
34 2025-11-30 30.712684 16.720096 43.988327
Forecast for Australia and Product 973:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.404170 32.417111 64.656922
31 2025-08-31 48.672315 32.435163 64.715426
32 2025-09-30 48.931810 32.210507 64.392368
33 2025-10-31 49.199955 32.839240 64.690259
34 2025-11-30 49.459451 33.093267 65.622615
14:02:43 - cmdstanpy - INFO - Chain [1] start processing 14:02:43 - cmdstanpy - INFO - Chain [1] done processing 14:02:43 - cmdstanpy - INFO - Chain [1] start processing 14:02:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 974:
ds yhat yhat_lower yhat_upper
30 2025-07-31 65.069017 43.385006 88.451903
31 2025-08-31 66.224051 43.534152 88.558118
32 2025-09-30 67.341826 47.158604 88.032324
33 2025-10-31 68.496861 45.927234 89.784982
34 2025-11-30 69.614636 48.891539 93.082765
Forecast for Australia and Product 975:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.321415 13.858204 53.338299
31 2025-08-31 33.003554 14.042899 52.258393
32 2025-09-30 32.695946 12.722007 52.628703
33 2025-10-31 32.378084 13.386811 50.354664
34 2025-11-30 32.070476 12.152384 53.611009
14:02:44 - cmdstanpy - INFO - Chain [1] start processing 14:02:44 - cmdstanpy - INFO - Chain [1] done processing 14:02:44 - cmdstanpy - INFO - Chain [1] start processing 14:02:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 976:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.594327 13.962145 51.561081
31 2025-08-31 33.397816 14.929482 51.814467
32 2025-09-30 33.207645 15.276239 53.209190
33 2025-10-31 33.011134 14.092695 50.860938
34 2025-11-30 32.820963 13.341904 51.036435
Forecast for Australia and Product 977:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.708157 21.369215 74.140958
31 2025-08-31 47.624225 22.605077 71.407200
32 2025-09-30 47.542999 21.603549 70.168004
33 2025-10-31 47.459067 23.239308 72.183180
34 2025-11-30 47.377841 22.041715 72.858791
14:02:44 - cmdstanpy - INFO - Chain [1] start processing 14:02:44 - cmdstanpy - INFO - Chain [1] done processing 14:02:44 - cmdstanpy - INFO - Chain [1] start processing 14:02:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 978:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.253822 0.331129 41.118138
31 2025-08-31 20.208962 -0.283561 40.209824
32 2025-09-30 19.197807 -2.237151 39.661780
33 2025-10-31 18.152947 -1.673920 39.285281
34 2025-11-30 17.141793 -3.160679 38.688334
Forecast for Australia and Product 979:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.332954 13.930715 50.602793
31 2025-08-31 31.840779 13.596725 50.341386
32 2025-09-30 31.364481 12.746012 49.763125
33 2025-10-31 30.872306 10.535765 49.360448
34 2025-11-30 30.396007 12.437836 50.031059
14:02:44 - cmdstanpy - INFO - Chain [1] start processing 14:02:44 - cmdstanpy - INFO - Chain [1] done processing 14:02:45 - cmdstanpy - INFO - Chain [1] start processing 14:02:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 980:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.335466 15.175701 52.806892
31 2025-08-31 33.894557 14.623217 54.402286
32 2025-09-30 33.467872 14.440811 52.378004
33 2025-10-31 33.026963 14.939541 51.693881
34 2025-11-30 32.600278 10.800240 50.891643
Forecast for Australia and Product 981:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.854039 26.671602 57.533170
31 2025-08-31 41.725246 24.683449 56.923006
32 2025-09-30 41.600608 26.072482 57.187861
33 2025-10-31 41.471816 26.049883 58.056725
34 2025-11-30 41.347178 25.850050 56.737567
14:02:45 - cmdstanpy - INFO - Chain [1] start processing 14:02:45 - cmdstanpy - INFO - Chain [1] done processing 14:02:45 - cmdstanpy - INFO - Chain [1] start processing 14:02:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 982:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.295192 16.013271 47.855229
31 2025-08-31 31.833454 15.011003 46.895981
32 2025-09-30 31.386610 14.974690 47.554472
33 2025-10-31 30.924872 13.821119 46.186127
34 2025-11-30 30.478028 13.167538 46.420810
Forecast for Australia and Product 983:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.72785 17.247448 60.379278
31 2025-08-31 38.53439 18.399177 58.381326
32 2025-09-30 38.34717 17.924134 57.973716
33 2025-10-31 38.15371 16.753391 58.642843
34 2025-11-30 37.96649 15.406286 58.793927
14:02:45 - cmdstanpy - INFO - Chain [1] start processing 14:02:45 - cmdstanpy - INFO - Chain [1] done processing 14:02:45 - cmdstanpy - INFO - Chain [1] start processing 14:02:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 984:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.049362 28.801572 69.903562
31 2025-08-31 49.688348 29.667917 71.593940
32 2025-09-30 50.306721 29.811860 70.273612
33 2025-10-31 50.945706 31.008999 72.087372
34 2025-11-30 51.564079 30.944478 73.090543
Forecast for Australia and Product 985:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.939585 11.921160 59.777736
31 2025-08-31 35.669550 10.882198 60.960961
32 2025-09-30 35.408226 10.438189 61.308228
33 2025-10-31 35.138191 10.892262 59.164728
34 2025-11-30 34.876866 8.872964 59.972948
14:02:45 - cmdstanpy - INFO - Chain [1] start processing 14:02:45 - cmdstanpy - INFO - Chain [1] done processing 14:02:46 - cmdstanpy - INFO - Chain [1] start processing 14:02:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 986:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.129676 17.097421 50.570447
31 2025-08-31 33.972889 15.596236 50.776186
32 2025-09-30 33.821159 16.680491 52.953657
33 2025-10-31 33.664371 16.741665 49.535631
34 2025-11-30 33.512642 15.270173 50.139834
Forecast for Australia and Product 987:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.044203 19.754404 60.978596
31 2025-08-31 40.028205 19.390387 60.337625
32 2025-09-30 40.012723 19.757023 61.262687
33 2025-10-31 39.996725 21.315638 60.662891
34 2025-11-30 39.981243 18.176007 59.535615
14:02:46 - cmdstanpy - INFO - Chain [1] start processing 14:02:46 - cmdstanpy - INFO - Chain [1] done processing 14:02:46 - cmdstanpy - INFO - Chain [1] start processing 14:02:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 988:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.605625 17.372728 56.079420
31 2025-08-31 37.521674 17.993712 55.266397
32 2025-09-30 37.440431 17.977843 53.747088
33 2025-10-31 37.356480 17.897821 55.638165
34 2025-11-30 37.275237 17.554471 56.740471
Forecast for Australia and Product 989:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.934271 12.675453 48.151305
31 2025-08-31 29.411252 11.549013 46.610670
32 2025-09-30 28.905104 11.611806 46.658062
33 2025-10-31 28.382086 9.826251 46.267483
34 2025-11-30 27.875938 9.774777 46.239128
14:02:46 - cmdstanpy - INFO - Chain [1] start processing 14:02:46 - cmdstanpy - INFO - Chain [1] done processing 14:02:46 - cmdstanpy - INFO - Chain [1] start processing 14:02:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 990:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.720746 26.023045 75.834766
31 2025-08-31 51.069075 23.963405 75.937715
32 2025-09-30 51.406169 26.067187 77.249576
33 2025-10-31 51.754498 26.582901 76.130445
34 2025-11-30 52.091591 28.478284 76.645847
Forecast for Australia and Product 991:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.951743 24.072077 57.266209
31 2025-08-31 40.139972 22.797870 56.500073
32 2025-09-30 40.322128 24.769778 56.516037
33 2025-10-31 40.510357 24.444935 57.838721
34 2025-11-30 40.692513 24.580149 56.958198
14:02:47 - cmdstanpy - INFO - Chain [1] start processing 14:02:47 - cmdstanpy - INFO - Chain [1] done processing 14:02:47 - cmdstanpy - INFO - Chain [1] start processing 14:02:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 992:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.400240 18.816895 46.047002
31 2025-08-31 32.023068 19.080735 45.042331
32 2025-09-30 31.658064 18.735870 44.169830
33 2025-10-31 31.280893 18.582267 45.000954
34 2025-11-30 30.915888 17.153178 43.382101
Forecast for Australia and Product 993:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.327162 17.593747 53.457223
31 2025-08-31 35.233163 17.134943 53.074335
32 2025-09-30 35.142196 18.323951 51.300575
33 2025-10-31 35.048197 17.576006 52.209999
34 2025-11-30 34.957230 17.712581 51.756399
14:02:47 - cmdstanpy - INFO - Chain [1] start processing 14:02:47 - cmdstanpy - INFO - Chain [1] done processing 14:02:47 - cmdstanpy - INFO - Chain [1] start processing 14:02:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 994:
ds yhat yhat_lower yhat_upper
30 2025-07-31 61.706596 48.051967 76.888113
31 2025-08-31 62.608752 48.243545 76.481966
32 2025-09-30 63.481805 48.878444 76.884942
33 2025-10-31 64.383961 48.616341 78.441321
34 2025-11-30 65.257015 51.469924 79.896780
Forecast for Australia and Product 995:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.028627 38.558886 74.688810
31 2025-08-31 56.789306 38.999131 75.418440
32 2025-09-30 57.525448 38.404624 76.221061
33 2025-10-31 58.286127 41.813963 76.539086
34 2025-11-30 59.022268 40.371263 77.613705
14:02:47 - cmdstanpy - INFO - Chain [1] start processing 14:02:47 - cmdstanpy - INFO - Chain [1] done processing 14:02:47 - cmdstanpy - INFO - Chain [1] start processing 14:02:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 996:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.882809 24.032851 52.024621
31 2025-08-31 38.077088 24.128505 52.786995
32 2025-09-30 38.265099 25.120486 52.248104
33 2025-10-31 38.459378 23.769971 52.637077
34 2025-11-30 38.647389 24.130225 52.908450
Forecast for Australia and Product 997:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.100376 8.734570 52.490389
31 2025-08-31 31.695342 10.607432 53.826026
32 2025-09-30 31.303374 11.295987 53.979694
33 2025-10-31 30.898340 8.125318 52.364293
34 2025-11-30 30.506371 7.576084 52.785800
14:02:48 - cmdstanpy - INFO - Chain [1] start processing 14:02:48 - cmdstanpy - INFO - Chain [1] done processing 14:02:48 - cmdstanpy - INFO - Chain [1] start processing 14:02:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 998:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.973162 7.805572 46.199001
31 2025-08-31 26.307782 4.672329 45.841462
32 2025-09-30 25.663866 5.969999 45.672517
33 2025-10-31 24.998486 4.106954 43.883275
34 2025-11-30 24.354570 4.392135 44.849701
Forecast for Australia and Product 999:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.757997 10.177770 53.383084
31 2025-08-31 31.401005 8.045683 52.992246
32 2025-09-30 31.055529 8.971198 52.995432
33 2025-10-31 30.698536 8.174398 53.651689
34 2025-11-30 30.353060 10.265211 52.522754
14:02:48 - cmdstanpy - INFO - Chain [1] start processing 14:02:48 - cmdstanpy - INFO - Chain [1] done processing 14:02:48 - cmdstanpy - INFO - Chain [1] start processing 14:02:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 100:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.341178 25.949098 62.463742
31 2025-08-31 44.542269 26.485034 62.957765
32 2025-09-30 44.736872 25.980362 63.681792
33 2025-10-31 44.937963 25.307668 64.037010
34 2025-11-30 45.132566 26.415587 62.971449
Forecast for Europe and Product 101:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.586248 32.801742 69.743813
31 2025-08-31 50.738713 32.074537 68.382992
32 2025-09-30 50.886259 33.771290 69.829290
33 2025-10-31 51.038724 32.947221 70.844272
34 2025-11-30 51.186271 31.915466 70.548640
14:02:48 - cmdstanpy - INFO - Chain [1] start processing 14:02:48 - cmdstanpy - INFO - Chain [1] done processing 14:02:49 - cmdstanpy - INFO - Chain [1] start processing 14:02:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 102:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.225900 7.803924 48.061379
31 2025-08-31 26.245360 5.621654 46.660292
32 2025-09-30 25.296449 5.353259 45.571868
33 2025-10-31 24.315908 4.466269 44.610964
34 2025-11-30 23.366998 3.120703 43.271632
Forecast for Europe and Product 103:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.419091 5.633814 45.682408
31 2025-08-31 25.880488 5.686185 44.817676
32 2025-09-30 25.359260 3.482225 46.246567
33 2025-10-31 24.820657 3.746597 45.885420
34 2025-11-30 24.299429 3.760400 45.307830
14:02:49 - cmdstanpy - INFO - Chain [1] start processing 14:02:49 - cmdstanpy - INFO - Chain [1] done processing 14:02:49 - cmdstanpy - INFO - Chain [1] start processing 14:02:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 104:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.832493 8.860718 48.614233
31 2025-08-31 28.469798 8.203747 49.291028
32 2025-09-30 28.118802 6.022202 47.917342
33 2025-10-31 27.756106 4.754030 49.104228
34 2025-11-30 27.405110 6.201957 48.114376
Forecast for Europe and Product 105:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.578752 15.536552 51.548245
31 2025-08-31 33.588939 15.838738 51.523853
32 2025-09-30 33.598798 15.816124 52.282234
33 2025-10-31 33.608986 16.802432 51.577881
34 2025-11-30 33.618845 17.112201 51.542539
14:02:49 - cmdstanpy - INFO - Chain [1] start processing 14:02:49 - cmdstanpy - INFO - Chain [1] done processing 14:02:49 - cmdstanpy - INFO - Chain [1] start processing 14:02:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 106:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.765208 16.744672 51.983927
31 2025-08-31 33.312936 13.809618 52.773263
32 2025-09-30 32.875254 14.771902 50.816648
33 2025-10-31 32.422981 12.680585 51.401910
34 2025-11-30 31.985299 14.091104 51.145575
Forecast for Europe and Product 107:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.309495 5.045855 44.162977
31 2025-08-31 24.670098 6.507516 45.217214
32 2025-09-30 24.051327 5.531898 41.646621
33 2025-10-31 23.411931 3.929557 40.499259
34 2025-11-30 22.793160 2.817604 41.957459
14:02:49 - cmdstanpy - INFO - Chain [1] start processing 14:02:50 - cmdstanpy - INFO - Chain [1] done processing 14:02:50 - cmdstanpy - INFO - Chain [1] start processing 14:02:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 108:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.258582 16.358882 40.224917
31 2025-08-31 27.836610 16.043506 39.989426
32 2025-09-30 27.428250 15.558513 39.864816
33 2025-10-31 27.006277 14.783449 39.653033
34 2025-11-30 26.597917 14.486106 38.968416
Forecast for Europe and Product 109:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.601326 31.321191 67.609026
31 2025-08-31 50.165322 32.385532 65.773260
32 2025-09-30 50.711124 31.150206 67.501771
33 2025-10-31 51.275119 34.595169 68.792175
34 2025-11-30 51.820921 34.413576 70.039800
14:02:50 - cmdstanpy - INFO - Chain [1] start processing 14:02:50 - cmdstanpy - INFO - Chain [1] done processing 14:02:50 - cmdstanpy - INFO - Chain [1] start processing 14:02:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 110:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.499990 26.906572 55.882929
31 2025-08-31 40.597489 26.704415 54.806671
32 2025-09-30 40.691843 26.300973 53.533839
33 2025-10-31 40.789342 26.605979 54.701363
34 2025-11-30 40.883695 27.067511 54.793380
Forecast for Europe and Product 111:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.523692 3.208379 42.723204
31 2025-08-31 22.743749 3.379435 42.317677
32 2025-09-30 21.988967 1.553508 43.578733
33 2025-10-31 21.209024 1.527172 42.970385
34 2025-11-30 20.454242 -0.074733 39.060536
14:02:50 - cmdstanpy - INFO - Chain [1] start processing 14:02:50 - cmdstanpy - INFO - Chain [1] done processing 14:02:50 - cmdstanpy - INFO - Chain [1] start processing 14:02:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 112:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.878612 4.214249 42.580750
31 2025-08-31 22.755809 3.758462 43.281961
32 2025-09-30 21.669227 0.612059 41.882533
33 2025-10-31 20.546424 -0.837655 40.789565
34 2025-11-30 19.459842 1.235079 39.108354
Forecast for Europe and Product 113:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.116386 40.393554 76.126817
31 2025-08-31 59.861976 42.579990 78.542142
32 2025-09-30 60.583515 43.377503 78.153316
33 2025-10-31 61.329106 42.832915 78.576365
34 2025-11-30 62.050645 45.557145 81.134361
14:02:51 - cmdstanpy - INFO - Chain [1] start processing 14:02:51 - cmdstanpy - INFO - Chain [1] done processing 14:02:51 - cmdstanpy - INFO - Chain [1] start processing 14:02:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 114:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.723523 23.460500 51.741164
31 2025-08-31 37.435867 22.532509 51.764847
32 2025-09-30 37.157490 22.448618 51.890484
33 2025-10-31 36.869834 21.458106 51.040620
34 2025-11-30 36.591457 21.381639 50.939817
Forecast for Europe and Product 115:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.436485 34.326727 63.282587
31 2025-08-31 49.863087 35.473729 65.017095
32 2025-09-30 50.275927 35.835034 66.279952
33 2025-10-31 50.702529 35.355296 65.299084
34 2025-11-30 51.115369 36.245868 66.031303
14:02:51 - cmdstanpy - INFO - Chain [1] start processing 14:02:51 - cmdstanpy - INFO - Chain [1] done processing 14:02:51 - cmdstanpy - INFO - Chain [1] start processing 14:02:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 116:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.361672 10.941035 42.241472
31 2025-08-31 25.798651 10.036070 42.638146
32 2025-09-30 25.253791 10.102719 40.858370
33 2025-10-31 24.690770 8.535517 39.635131
34 2025-11-30 24.145911 8.874291 39.212116
Forecast for Europe and Product 117:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.898767 15.793557 54.427963
31 2025-08-31 34.429958 14.647256 55.453519
32 2025-09-30 33.976273 14.114849 55.102689
33 2025-10-31 33.507464 13.789155 52.987106
34 2025-11-30 33.053778 12.436590 52.815340
14:02:51 - cmdstanpy - INFO - Chain [1] start processing 14:02:51 - cmdstanpy - INFO - Chain [1] done processing 14:02:51 - cmdstanpy - INFO - Chain [1] start processing 14:02:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 118:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.184109 26.616528 58.106685
31 2025-08-31 43.241026 26.429113 59.620252
32 2025-09-30 43.296107 27.500660 60.973352
33 2025-10-31 43.353025 27.262602 58.762433
34 2025-11-30 43.408106 26.147270 59.983434
Forecast for Europe and Product 119:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.717896 20.426474 55.980744
31 2025-08-31 37.741117 19.490975 55.420321
32 2025-09-30 37.763589 21.000464 56.127013
33 2025-10-31 37.786809 18.572770 55.967926
34 2025-11-30 37.809281 19.943135 56.026622
14:02:52 - cmdstanpy - INFO - Chain [1] start processing 14:02:52 - cmdstanpy - INFO - Chain [1] done processing 14:02:52 - cmdstanpy - INFO - Chain [1] start processing 14:02:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 120:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.956199 10.111835 47.017985
31 2025-08-31 28.144344 9.188206 45.838315
32 2025-09-30 27.358678 10.339563 47.241026
33 2025-10-31 26.546822 7.624787 45.553607
34 2025-11-30 25.761156 7.425774 45.105234
Forecast for Europe and Product 121:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.683987 23.336844 58.483337
31 2025-08-31 40.936978 23.009774 58.436127
32 2025-09-30 41.181809 21.763665 59.027513
33 2025-10-31 41.434801 23.866289 60.156870
34 2025-11-30 41.679632 23.583965 59.101834
14:02:52 - cmdstanpy - INFO - Chain [1] start processing 14:02:52 - cmdstanpy - INFO - Chain [1] done processing 14:02:52 - cmdstanpy - INFO - Chain [1] start processing 14:02:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 122:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.085590 31.956413 69.193065
31 2025-08-31 51.405657 32.950023 70.373854
32 2025-09-30 51.715398 32.693849 70.398505
33 2025-10-31 52.035464 32.977899 69.738869
34 2025-11-30 52.345206 33.006698 73.811143
Forecast for Europe and Product 123:
ds yhat yhat_lower yhat_upper
30 2025-07-31 66.353494 53.327586 78.861248
31 2025-08-31 67.479937 54.508852 81.722982
32 2025-09-30 68.570043 55.024213 81.911087
33 2025-10-31 69.696486 56.128434 83.019921
34 2025-11-30 70.786592 56.682796 83.158673
14:02:52 - cmdstanpy - INFO - Chain [1] start processing 14:02:52 - cmdstanpy - INFO - Chain [1] done processing 14:02:52 - cmdstanpy - INFO - Chain [1] start processing 14:02:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 124:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.759484 36.668920 63.304496
31 2025-08-31 50.228896 35.672613 64.315601
32 2025-09-30 50.683166 36.884552 64.640631
33 2025-10-31 51.152578 37.369435 64.674569
34 2025-11-30 51.606847 37.514082 65.867718
Forecast for Europe and Product 125:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.253008 15.298842 56.977675
31 2025-08-31 36.206903 14.596785 58.316099
32 2025-09-30 36.162286 16.137504 57.673421
33 2025-10-31 36.116181 16.036238 57.998299
34 2025-11-30 36.071563 13.962223 57.774360
14:02:53 - cmdstanpy - INFO - Chain [1] start processing 14:02:53 - cmdstanpy - INFO - Chain [1] done processing 14:02:53 - cmdstanpy - INFO - Chain [1] start processing 14:02:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 126:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.950181 24.060462 63.415906
31 2025-08-31 41.930880 22.392705 60.754564
32 2025-09-30 41.912201 21.757406 62.103922
33 2025-10-31 41.892900 21.889199 63.250168
34 2025-11-30 41.874221 22.348843 61.837760
Forecast for Europe and Product 127:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.221031 25.991947 59.663128
31 2025-08-31 42.368124 24.247308 59.846430
32 2025-09-30 42.510473 25.605841 60.009511
33 2025-10-31 42.657566 25.850777 61.708314
34 2025-11-30 42.799915 24.924541 60.697776
14:02:53 - cmdstanpy - INFO - Chain [1] start processing 14:02:53 - cmdstanpy - INFO - Chain [1] done processing 14:02:53 - cmdstanpy - INFO - Chain [1] start processing 14:02:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 128:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.238650 19.124148 55.491633
31 2025-08-31 37.230970 20.003270 53.948506
32 2025-09-30 37.223539 19.592218 54.666323
33 2025-10-31 37.215859 20.533975 54.253215
34 2025-11-30 37.208428 19.579154 54.932485
Forecast for Europe and Product 129:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.266723 24.685326 62.566113
31 2025-08-31 43.365072 23.443442 62.935613
32 2025-09-30 43.460249 26.195078 61.278537
33 2025-10-31 43.558598 25.094499 62.439327
34 2025-11-30 43.653775 26.217620 63.966082
14:02:53 - cmdstanpy - INFO - Chain [1] start processing 14:02:53 - cmdstanpy - INFO - Chain [1] done processing 14:02:53 - cmdstanpy - INFO - Chain [1] start processing 14:02:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 130:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.624962 26.445797 58.584486
31 2025-08-31 42.894406 27.711148 58.382758
32 2025-09-30 43.155159 27.411103 58.763529
33 2025-10-31 43.424604 27.520834 60.109500
34 2025-11-30 43.685357 28.011692 58.948014
Forecast for Europe and Product 131:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.845419 21.405441 57.634748
31 2025-08-31 39.746710 22.409071 56.750278
32 2025-09-30 39.651184 22.878384 57.718251
33 2025-10-31 39.552474 22.284698 57.368318
34 2025-11-30 39.456949 21.205980 56.854952
14:02:54 - cmdstanpy - INFO - Chain [1] start processing 14:02:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 132:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.996568 27.226502 59.507351
31 2025-08-31 44.408112 28.112205 60.887474
32 2025-09-30 44.806381 26.889227 60.685943
33 2025-10-31 45.217925 27.115857 61.397306
34 2025-11-30 45.616193 28.792623 62.234392
14:02:54 - cmdstanpy - INFO - Chain [1] start processing 14:02:54 - cmdstanpy - INFO - Chain [1] done processing 14:02:54 - cmdstanpy - INFO - Chain [1] start processing 14:02:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 133:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.529773 13.658740 41.935220
31 2025-08-31 27.069946 12.991810 42.518255
32 2025-09-30 26.624953 11.863669 41.774947
33 2025-10-31 26.165126 11.587042 40.130367
34 2025-11-30 25.720132 11.025246 40.924825
14:02:54 - cmdstanpy - INFO - Chain [1] start processing 14:02:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 134:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.455568 19.540593 53.040876
31 2025-08-31 36.043167 18.468576 53.739970
32 2025-09-30 35.644069 18.655236 53.911752
33 2025-10-31 35.231667 18.545383 52.700263
34 2025-11-30 34.832569 18.407175 51.908483
14:02:55 - cmdstanpy - INFO - Chain [1] start processing 14:02:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 135:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.211984 25.214189 68.356049
31 2025-08-31 46.414966 25.007533 66.593230
32 2025-09-30 46.611401 24.671743 67.279375
33 2025-10-31 46.814384 25.215494 67.671999
34 2025-11-30 47.010818 23.987713 68.626374
Forecast for Europe and Product 136:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.088390 19.009806 66.905161
31 2025-08-31 43.277774 20.626535 64.816093
32 2025-09-30 43.461049 19.139431 66.980963
33 2025-10-31 43.650434 18.387611 65.579646
34 2025-11-30 43.833709 20.699571 65.452152
14:02:55 - cmdstanpy - INFO - Chain [1] start processing 14:02:55 - cmdstanpy - INFO - Chain [1] done processing 14:02:55 - cmdstanpy - INFO - Chain [1] start processing 14:02:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 137:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.392489 17.904990 62.333011
31 2025-08-31 40.188767 19.222347 62.871042
32 2025-09-30 39.991618 17.922980 61.666344
33 2025-10-31 39.787896 17.798380 61.860630
34 2025-11-30 39.590747 17.517783 60.118380
Forecast for Europe and Product 138:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.340138 23.156535 55.228668
31 2025-08-31 39.343232 24.809186 56.156814
32 2025-09-30 39.346226 23.696565 56.115143
33 2025-10-31 39.349319 23.475453 55.468114
34 2025-11-30 39.352313 23.426732 55.707984
14:02:55 - cmdstanpy - INFO - Chain [1] start processing 14:02:55 - cmdstanpy - INFO - Chain [1] done processing 14:02:55 - cmdstanpy - INFO - Chain [1] start processing 14:02:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 139:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.508294 4.964425 36.432396
31 2025-08-31 19.556814 3.341544 35.776221
32 2025-09-30 18.636026 2.330720 34.333141
33 2025-10-31 17.684546 1.754731 34.640367
34 2025-11-30 16.763759 -0.227954 31.422054
Forecast for Europe and Product 140:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.273730 12.170043 54.827112
31 2025-08-31 33.997295 12.286736 54.896587
32 2025-09-30 33.729777 12.523140 53.325200
33 2025-10-31 33.453341 13.063992 55.408535
34 2025-11-30 33.185824 12.882026 54.073196
14:02:55 - cmdstanpy - INFO - Chain [1] start processing 14:02:55 - cmdstanpy - INFO - Chain [1] done processing 14:02:56 - cmdstanpy - INFO - Chain [1] start processing 14:02:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 141:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.381614 -1.688734 36.667281
31 2025-08-31 17.586812 -0.881277 35.677099
32 2025-09-30 16.817649 -0.084825 34.529870
33 2025-10-31 16.022847 -1.338533 33.704721
34 2025-11-30 15.253683 -2.185685 32.539347
Forecast for Europe and Product 142:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.676848 5.097712 42.860859
31 2025-08-31 23.727462 5.325894 43.310419
32 2025-09-30 22.808700 3.564445 41.074495
33 2025-10-31 21.859314 2.479857 40.316285
34 2025-11-30 20.940553 2.131356 39.264765
14:02:56 - cmdstanpy - INFO - Chain [1] start processing 14:02:56 - cmdstanpy - INFO - Chain [1] done processing 14:02:56 - cmdstanpy - INFO - Chain [1] start processing 14:02:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 143:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.290531 39.588121 78.329945
31 2025-08-31 60.087180 41.060097 80.372021
32 2025-09-30 60.858130 41.274576 80.149387
33 2025-10-31 61.654779 41.331266 80.866137
34 2025-11-30 62.425730 44.320323 82.513535
Forecast for Europe and Product 144:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.985914 17.952300 54.359763
31 2025-08-31 35.950369 17.302885 54.460673
32 2025-09-30 35.915970 17.689951 54.177917
33 2025-10-31 35.880425 17.637547 54.148822
34 2025-11-30 35.846027 17.595589 53.370223
14:02:56 - cmdstanpy - INFO - Chain [1] start processing 14:02:56 - cmdstanpy - INFO - Chain [1] done processing 14:02:56 - cmdstanpy - INFO - Chain [1] start processing 14:02:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 145:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.860091 25.184210 59.060655
31 2025-08-31 42.248816 26.398879 58.415393
32 2025-09-30 42.625003 25.772145 58.137139
33 2025-10-31 43.013728 25.740047 60.994787
34 2025-11-30 43.389914 25.633550 61.118331
14:02:56 - cmdstanpy - INFO - Chain [1] start processing 14:02:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 146:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.846900 16.980668 50.180785
31 2025-08-31 33.558791 15.961493 51.997542
32 2025-09-30 33.279975 15.684421 50.909728
33 2025-10-31 32.991866 15.750335 49.912058
34 2025-11-30 32.713050 15.048493 49.629583
Forecast for Europe and Product 147:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.580992 9.106247 63.085647
31 2025-08-31 34.140503 7.140061 62.519044
32 2025-09-30 33.714223 6.607618 61.062930
33 2025-10-31 33.273734 6.892657 58.721258
34 2025-11-30 32.847454 7.004245 60.834268
14:02:57 - cmdstanpy - INFO - Chain [1] start processing 14:02:57 - cmdstanpy - INFO - Chain [1] done processing 14:02:57 - cmdstanpy - INFO - Chain [1] start processing 14:02:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 148:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.969164 28.463366 66.119516
31 2025-08-31 47.139671 28.917355 66.561040
32 2025-09-30 47.304677 29.872389 66.685862
33 2025-10-31 47.475184 30.122193 65.319718
34 2025-11-30 47.640190 29.368721 66.356222
Forecast for Europe and Product 149:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.854108 24.682746 68.799835
31 2025-08-31 47.219140 25.589734 69.414643
32 2025-09-30 47.572397 24.037973 70.438615
33 2025-10-31 47.937429 25.651904 70.401945
34 2025-11-30 48.290686 25.707122 72.025545
14:02:57 - cmdstanpy - INFO - Chain [1] start processing 14:02:57 - cmdstanpy - INFO - Chain [1] done processing 14:02:57 - cmdstanpy - INFO - Chain [1] start processing 14:02:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 150:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.279354 8.074205 41.673600
31 2025-08-31 24.372732 6.181966 41.699972
32 2025-09-30 23.495355 6.742175 40.370599
33 2025-10-31 22.588733 5.263509 38.869238
34 2025-11-30 21.711357 3.849399 39.109608
Forecast for Europe and Product 151:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.389155 24.908818 58.920844
31 2025-08-31 42.466376 24.923769 60.689543
32 2025-09-30 42.541106 24.647319 59.297984
33 2025-10-31 42.618327 25.067099 59.772587
34 2025-11-30 42.693057 24.962070 59.462229
14:02:57 - cmdstanpy - INFO - Chain [1] start processing 14:02:57 - cmdstanpy - INFO - Chain [1] done processing 14:02:58 - cmdstanpy - INFO - Chain [1] start processing 14:02:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 152:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.440576 18.541339 59.832802
31 2025-08-31 40.425167 20.391452 62.621281
32 2025-09-30 40.410255 20.577052 61.255794
33 2025-10-31 40.394845 19.238779 60.733736
34 2025-11-30 40.379933 18.920194 60.400919
Forecast for Europe and Product 153:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.331825 18.044423 62.853837
31 2025-08-31 41.330727 18.838314 62.728744
32 2025-09-30 41.329665 19.316226 61.770122
33 2025-10-31 41.328567 19.599840 63.113343
34 2025-11-30 41.327505 20.478736 64.008774
14:02:58 - cmdstanpy - INFO - Chain [1] start processing 14:02:58 - cmdstanpy - INFO - Chain [1] done processing 14:02:58 - cmdstanpy - INFO - Chain [1] start processing 14:02:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 154:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.844299 22.754551 57.683332
31 2025-08-31 39.733600 21.287471 57.679074
32 2025-09-30 39.626473 22.147806 56.870513
33 2025-10-31 39.515774 22.489757 56.129778
34 2025-11-30 39.408647 22.537490 57.086314
Forecast for Europe and Product 155:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.732404 14.750933 50.185200
31 2025-08-31 32.438608 14.296038 50.146213
32 2025-09-30 32.154290 13.741071 50.777690
33 2025-10-31 31.860494 13.889507 49.244050
34 2025-11-30 31.576176 13.213618 49.525717
14:02:58 - cmdstanpy - INFO - Chain [1] start processing 14:02:58 - cmdstanpy - INFO - Chain [1] done processing 14:02:58 - cmdstanpy - INFO - Chain [1] start processing 14:02:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 156:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.398163 27.294213 60.109898
31 2025-08-31 43.377698 26.230697 61.288564
32 2025-09-30 43.357892 26.384541 58.187843
33 2025-10-31 43.337427 25.963507 59.850775
34 2025-11-30 43.317621 26.530731 59.393797
Forecast for Europe and Product 157:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.146104 6.890922 46.120040
31 2025-08-31 25.201462 6.663740 44.187752
32 2025-09-30 24.287293 5.714439 43.286633
33 2025-10-31 23.342651 5.737076 40.556164
34 2025-11-30 22.428482 4.174200 40.937521
14:02:58 - cmdstanpy - INFO - Chain [1] start processing 14:02:59 - cmdstanpy - INFO - Chain [1] done processing 14:02:59 - cmdstanpy - INFO - Chain [1] start processing 14:02:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 158:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.024351 23.871858 60.005696
31 2025-08-31 42.168239 24.176648 58.576634
32 2025-09-30 42.307485 24.717286 58.828958
33 2025-10-31 42.451372 23.231750 60.629362
34 2025-11-30 42.590619 25.393598 60.187315
Forecast for Europe and Product 159:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.514193 26.475182 61.024899
31 2025-08-31 43.264201 25.602828 60.443211
32 2025-09-30 43.022274 25.207050 60.663422
33 2025-10-31 42.772282 25.328515 61.366685
34 2025-11-30 42.530354 25.065757 61.263514
14:02:59 - cmdstanpy - INFO - Chain [1] start processing 14:02:59 - cmdstanpy - INFO - Chain [1] done processing 14:02:59 - cmdstanpy - INFO - Chain [1] start processing 14:02:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 160:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.692017 29.467972 66.655295
31 2025-08-31 48.864062 29.461888 69.414414
32 2025-09-30 49.030558 29.802194 66.950525
33 2025-10-31 49.202604 28.874226 68.760673
34 2025-11-30 49.369099 31.111715 70.285998
Forecast for Europe and Product 161:
ds yhat yhat_lower yhat_upper
30 2025-07-31 17.562838 1.880686 33.460335
31 2025-08-31 16.639121 -0.087650 34.655032
32 2025-09-30 15.745202 0.043127 31.490263
33 2025-10-31 14.821485 -2.065412 31.599063
34 2025-11-30 13.927566 -2.121125 30.123083
14:02:59 - cmdstanpy - INFO - Chain [1] start processing 14:02:59 - cmdstanpy - INFO - Chain [1] done processing 14:02:59 - cmdstanpy - INFO - Chain [1] start processing 14:02:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 162:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.385158 23.215243 59.980132
31 2025-08-31 41.286474 23.040000 61.165647
32 2025-09-30 41.190972 24.201804 60.884119
33 2025-10-31 41.092288 22.784244 58.962934
34 2025-11-30 40.996787 22.612669 58.685115
Forecast for Europe and Product 163:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.553579 17.933471 61.955122
31 2025-08-31 40.739111 16.679571 62.238291
32 2025-09-30 40.918657 16.692435 63.864243
33 2025-10-31 41.104188 18.256431 63.702705
34 2025-11-30 41.283735 17.668443 64.993713
14:03:00 - cmdstanpy - INFO - Chain [1] start processing 14:03:00 - cmdstanpy - INFO - Chain [1] done processing 14:03:00 - cmdstanpy - INFO - Chain [1] start processing 14:03:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 164:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.504346 15.939304 52.894967
31 2025-08-31 34.351163 15.451886 53.637534
32 2025-09-30 34.202921 15.354229 52.584058
33 2025-10-31 34.049738 16.201596 52.648460
34 2025-11-30 33.901496 15.713603 52.514785
Forecast for Europe and Product 165:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.529713 9.292524 46.267078
31 2025-08-31 26.567857 6.860979 46.002671
32 2025-09-30 25.637028 5.533642 44.529278
33 2025-10-31 24.675172 5.107460 44.716095
34 2025-11-30 23.744344 4.259851 41.972021
14:03:00 - cmdstanpy - INFO - Chain [1] start processing 14:03:00 - cmdstanpy - INFO - Chain [1] done processing 14:03:00 - cmdstanpy - INFO - Chain [1] start processing 14:03:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 166:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.965756 21.430212 48.098749
31 2025-08-31 34.852405 21.501182 47.465445
32 2025-09-30 34.742711 21.986787 49.519425
33 2025-10-31 34.629360 20.734584 47.830875
34 2025-11-30 34.519665 20.407644 48.740052
Forecast for Europe and Product 167:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.310804 24.186657 58.254752
31 2025-08-31 40.030911 22.778624 57.107744
32 2025-09-30 39.760047 21.693743 58.019510
33 2025-10-31 39.480155 21.896032 59.038094
34 2025-11-30 39.209291 20.971232 57.451637
14:03:00 - cmdstanpy - INFO - Chain [1] start processing 14:03:00 - cmdstanpy - INFO - Chain [1] done processing 14:03:00 - cmdstanpy - INFO - Chain [1] start processing 14:03:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 168:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.301478 38.604544 77.080974
31 2025-08-31 58.038245 37.310520 78.882949
32 2025-09-30 58.751246 40.110721 79.423516
33 2025-10-31 59.488013 39.163224 78.797986
34 2025-11-30 60.201014 39.676296 80.930686
Forecast for Europe and Product 169:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.530577 0.642521 44.048671
31 2025-08-31 20.389554 -1.839676 42.324050
32 2025-09-30 19.285339 -2.470377 41.360746
33 2025-10-31 18.144316 -4.374042 40.190426
34 2025-11-30 17.040101 -5.717448 39.938554
14:03:01 - cmdstanpy - INFO - Chain [1] start processing 14:03:01 - cmdstanpy - INFO - Chain [1] done processing 14:03:01 - cmdstanpy - INFO - Chain [1] start processing 14:03:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 170:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.101479 34.700544 68.835805
31 2025-08-31 52.832135 35.625652 70.032071
32 2025-09-30 53.539222 36.227178 70.440795
33 2025-10-31 54.269878 38.080385 72.549106
34 2025-11-30 54.976965 39.665870 71.851853
Forecast for Europe and Product 171:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.491474 10.994261 43.364651
31 2025-08-31 25.719697 10.201937 41.848984
32 2025-09-30 24.972815 9.541773 40.537964
33 2025-10-31 24.201037 8.089676 40.515719
34 2025-11-30 23.454155 7.490667 39.283622
14:03:01 - cmdstanpy - INFO - Chain [1] start processing 14:03:01 - cmdstanpy - INFO - Chain [1] done processing 14:03:01 - cmdstanpy - INFO - Chain [1] start processing 14:03:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 172:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.392458 25.307367 54.550647
31 2025-08-31 40.410890 25.931562 55.889866
32 2025-09-30 40.428727 24.651593 54.941795
33 2025-10-31 40.447159 25.955990 54.999021
34 2025-11-30 40.464997 24.663796 55.846736
Forecast for Europe and Product 173:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.403246 22.670502 68.831131
31 2025-08-31 45.462551 22.444643 67.609284
32 2025-09-30 45.519943 23.740260 68.623914
33 2025-10-31 45.579247 22.949865 69.721629
34 2025-11-30 45.636639 21.942776 66.066646
14:03:01 - cmdstanpy - INFO - Chain [1] start processing 14:03:01 - cmdstanpy - INFO - Chain [1] done processing 14:03:01 - cmdstanpy - INFO - Chain [1] start processing 14:03:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 174:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.110663 29.086234 58.605663
31 2025-08-31 44.466260 30.015833 58.510559
32 2025-09-30 44.810386 29.849961 58.850639
33 2025-10-31 45.165983 30.951698 59.556971
34 2025-11-30 45.510110 30.816494 60.800002
14:03:02 - cmdstanpy - INFO - Chain [1] start processing 14:03:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 175:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.681195 20.734286 57.071848
31 2025-08-31 39.610688 20.947801 57.631206
32 2025-09-30 39.542455 22.508635 57.780818
33 2025-10-31 39.471948 20.698310 58.873594
34 2025-11-30 39.403716 21.391478 58.211302
Forecast for Europe and Product 176:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.158127 22.387958 58.081925
31 2025-08-31 40.478827 22.866150 58.709144
32 2025-09-30 40.789181 23.137834 58.420401
33 2025-10-31 41.109881 24.972767 57.686315
34 2025-11-30 41.420235 23.863565 57.709585
14:03:02 - cmdstanpy - INFO - Chain [1] start processing 14:03:02 - cmdstanpy - INFO - Chain [1] done processing 14:03:02 - cmdstanpy - INFO - Chain [1] start processing 14:03:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 177:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.668930 3.614686 47.933067
31 2025-08-31 25.907043 4.136171 48.085519
32 2025-09-30 25.169733 3.141186 47.573531
33 2025-10-31 24.407847 3.479004 44.342098
34 2025-11-30 23.670537 1.207277 46.380666
14:03:02 - cmdstanpy - INFO - Chain [1] start processing 14:03:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 178:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.097235 25.869309 65.000598
31 2025-08-31 47.610039 28.638247 66.048808
32 2025-09-30 48.106302 28.485622 67.205174
33 2025-10-31 48.619106 28.604390 68.171204
34 2025-11-30 49.115368 29.810232 69.182768
Forecast for Europe and Product 179:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.234272 3.326576 41.772931
31 2025-08-31 21.402228 2.431276 39.486527
32 2025-09-30 20.597024 2.826494 37.727646
33 2025-10-31 19.764980 1.501027 37.458033
34 2025-11-30 18.959776 -0.101939 36.090250
14:03:02 - cmdstanpy - INFO - Chain [1] start processing 14:03:02 - cmdstanpy - INFO - Chain [1] done processing 14:03:03 - cmdstanpy - INFO - Chain [1] start processing 14:03:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 180:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.888647 31.885643 68.844558
31 2025-08-31 50.057685 32.016005 68.735823
32 2025-09-30 50.221271 32.470127 67.908815
33 2025-10-31 50.390309 32.707987 68.494710
34 2025-11-30 50.553894 32.002242 68.579586
Forecast for Europe and Product 181:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.260773 35.406022 73.482473
31 2025-08-31 54.780912 36.071143 74.913487
32 2025-09-30 55.284271 35.008196 74.368887
33 2025-10-31 55.804409 35.774045 75.669754
34 2025-11-30 56.307769 36.440325 76.152238
14:03:03 - cmdstanpy - INFO - Chain [1] start processing 14:03:03 - cmdstanpy - INFO - Chain [1] done processing 14:03:03 - cmdstanpy - INFO - Chain [1] start processing 14:03:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 182:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.951710 16.861963 48.148276
31 2025-08-31 32.555732 17.836140 48.070023
32 2025-09-30 32.172527 16.552552 47.399909
33 2025-10-31 31.776549 16.325184 47.693279
34 2025-11-30 31.393345 16.745010 47.274361
Forecast for Europe and Product 183:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.403912 18.363924 48.731035
31 2025-08-31 32.905756 15.409199 49.755533
32 2025-09-30 32.423669 15.870286 49.593629
33 2025-10-31 31.925513 15.255659 46.823095
34 2025-11-30 31.443427 14.464301 47.247969
14:03:03 - cmdstanpy - INFO - Chain [1] start processing 14:03:03 - cmdstanpy - INFO - Chain [1] done processing 14:03:03 - cmdstanpy - INFO - Chain [1] start processing 14:03:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 184:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.553621 14.147068 52.378325
31 2025-08-31 32.121901 12.901316 52.508105
32 2025-09-30 31.704107 11.564946 51.739768
33 2025-10-31 31.272387 11.581437 51.600440
34 2025-11-30 30.854593 10.038997 51.215369
Forecast for Europe and Product 185:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.949818 40.228579 83.724875
31 2025-08-31 61.737870 40.207452 83.160737
32 2025-09-30 62.500501 40.808485 85.228209
33 2025-10-31 63.288553 41.877097 84.308275
34 2025-11-30 64.051184 42.158903 85.013617
14:03:03 - cmdstanpy - INFO - Chain [1] start processing 14:03:04 - cmdstanpy - INFO - Chain [1] done processing 14:03:04 - cmdstanpy - INFO - Chain [1] start processing 14:03:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 186:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.853294 11.724986 51.198102
31 2025-08-31 31.109398 11.881231 50.696646
32 2025-09-30 30.389498 10.569187 50.323027
33 2025-10-31 29.645602 10.603529 48.780972
34 2025-11-30 28.925702 9.676659 48.157045
Forecast for Europe and Product 187:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.020739 3.171505 39.973561
31 2025-08-31 22.126951 4.013344 41.559158
32 2025-09-30 21.261996 1.848669 39.406048
33 2025-10-31 20.368208 0.292213 40.616080
34 2025-11-30 19.503252 1.618398 39.338119
14:03:04 - cmdstanpy - INFO - Chain [1] start processing 14:03:04 - cmdstanpy - INFO - Chain [1] done processing 14:03:04 - cmdstanpy - INFO - Chain [1] start processing 14:03:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 188:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.106519 27.703606 59.453703
31 2025-08-31 43.221039 26.078052 59.339892
32 2025-09-30 43.331865 26.789001 60.168513
33 2025-10-31 43.446385 26.304888 61.585303
34 2025-11-30 43.557211 26.853386 60.887156
Forecast for Europe and Product 189:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.935774 3.844457 41.453325
31 2025-08-31 22.006107 3.805096 40.474530
32 2025-09-30 21.106429 2.880282 40.874410
33 2025-10-31 20.176762 1.806942 39.929099
34 2025-11-30 19.277084 1.090572 38.143099
14:03:04 - cmdstanpy - INFO - Chain [1] start processing 14:03:04 - cmdstanpy - INFO - Chain [1] done processing 14:03:04 - cmdstanpy - INFO - Chain [1] start processing 14:03:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 190:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.653982 17.537528 51.630503
31 2025-08-31 34.337245 17.953153 53.221822
32 2025-09-30 34.030725 16.964343 50.122416
33 2025-10-31 33.713987 16.635292 52.863041
34 2025-11-30 33.407467 15.728028 50.879268
Forecast for Europe and Product 191:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.580724 31.238091 71.611085
31 2025-08-31 50.972942 31.530798 72.087633
32 2025-09-30 51.352508 31.865615 71.705830
33 2025-10-31 51.744726 30.526973 71.818343
34 2025-11-30 52.124292 31.004881 71.154943
14:03:04 - cmdstanpy - INFO - Chain [1] start processing 14:03:05 - cmdstanpy - INFO - Chain [1] done processing 14:03:05 - cmdstanpy - INFO - Chain [1] start processing 14:03:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 192:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.612512 33.638448 66.519647
31 2025-08-31 50.179180 33.467676 65.190666
32 2025-09-30 50.727568 34.115354 67.483737
33 2025-10-31 51.294236 35.425995 68.805555
34 2025-11-30 51.842624 35.743889 68.464875
Forecast for Europe and Product 193:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.072773 19.004096 63.298964
31 2025-08-31 41.337219 19.737207 62.236301
32 2025-09-30 41.593134 19.830534 63.567450
33 2025-10-31 41.857580 20.966119 63.658056
34 2025-11-30 42.113495 22.203982 63.914902
14:03:05 - cmdstanpy - INFO - Chain [1] start processing 14:03:05 - cmdstanpy - INFO - Chain [1] done processing 14:03:05 - cmdstanpy - INFO - Chain [1] start processing 14:03:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 194:
ds yhat yhat_lower yhat_upper
30 2025-07-31 63.742886 40.645325 87.221925
31 2025-08-31 65.064082 43.573621 88.529335
32 2025-09-30 66.342658 44.110769 89.794298
33 2025-10-31 67.663853 43.821675 88.107403
34 2025-11-30 68.942429 47.254461 90.728215
Forecast for Europe and Product 195:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.783677 18.639628 59.824559
31 2025-08-31 39.895786 17.909975 59.683385
32 2025-09-30 40.004279 19.390122 60.706079
33 2025-10-31 40.116388 20.562811 60.248907
34 2025-11-30 40.224880 19.508963 62.162329
14:03:05 - cmdstanpy - INFO - Chain [1] start processing 14:03:05 - cmdstanpy - INFO - Chain [1] done processing 14:03:05 - cmdstanpy - INFO - Chain [1] start processing 14:03:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 196:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.269827 29.027247 59.743491
31 2025-08-31 44.419568 29.781431 59.282737
32 2025-09-30 44.564479 29.612908 59.300397
33 2025-10-31 44.714221 28.776405 59.119568
34 2025-11-30 44.859132 29.873801 60.928147
14:03:06 - cmdstanpy - INFO - Chain [1] start processing 14:03:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 197:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.597939 20.113629 57.816385
31 2025-08-31 38.557637 18.663720 57.970411
32 2025-09-30 38.518635 19.074184 58.786500
33 2025-10-31 38.478333 19.085853 57.848185
34 2025-11-30 38.439331 18.510009 59.783984
Forecast for Europe and Product 198:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.060925 37.177862 71.580291
31 2025-08-31 54.566253 37.670229 71.301232
32 2025-09-30 55.055281 38.572216 72.024065
33 2025-10-31 55.560609 39.489240 73.319385
34 2025-11-30 56.049637 39.963900 72.739715
14:03:06 - cmdstanpy - INFO - Chain [1] start processing 14:03:06 - cmdstanpy - INFO - Chain [1] done processing 14:03:06 - cmdstanpy - INFO - Chain [1] start processing 14:03:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 199:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.070436 17.273337 53.467432
31 2025-08-31 35.018257 16.938791 53.074733
32 2025-09-30 34.967761 17.358322 52.488993
33 2025-10-31 34.915581 17.529776 52.048419
34 2025-11-30 34.865085 17.962359 53.268511
Forecast for Europe and Product 200:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.071071 22.779241 60.783112
31 2025-08-31 42.183850 24.105921 60.973158
32 2025-09-30 42.292992 24.034168 60.863737
33 2025-10-31 42.405772 23.294288 62.432512
34 2025-11-30 42.514914 24.401219 60.797277
14:03:06 - cmdstanpy - INFO - Chain [1] start processing 14:03:06 - cmdstanpy - INFO - Chain [1] done processing 14:03:06 - cmdstanpy - INFO - Chain [1] start processing 14:03:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 201:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.002740 22.113281 49.543676
31 2025-08-31 36.008047 21.548316 50.974466
32 2025-09-30 36.013183 22.023253 49.842729
33 2025-10-31 36.018491 23.178400 51.071621
34 2025-11-30 36.023627 21.414414 49.652485
Forecast for Europe and Product 202:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.633610 23.331520 60.573185
31 2025-08-31 40.387967 22.571924 58.211434
32 2025-09-30 40.150248 22.900596 58.047571
33 2025-10-31 39.904605 21.194294 58.390158
34 2025-11-30 39.666886 21.214807 56.830698
14:03:06 - cmdstanpy - INFO - Chain [1] start processing 14:03:06 - cmdstanpy - INFO - Chain [1] done processing 14:03:07 - cmdstanpy - INFO - Chain [1] start processing 14:03:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 203:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.193757 -0.713005 43.926737
31 2025-08-31 19.948059 -3.739938 42.067629
32 2025-09-30 18.742545 -4.132259 41.072161
33 2025-10-31 17.496847 -4.843189 38.392352
34 2025-11-30 16.291333 -6.716313 39.064538
Forecast for Europe and Product 204:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.862186 23.819747 60.205960
31 2025-08-31 42.019420 25.234940 58.785513
32 2025-09-30 42.171582 24.115209 59.335440
33 2025-10-31 42.328816 25.425364 59.600801
34 2025-11-30 42.480978 26.822255 61.007509
14:03:07 - cmdstanpy - INFO - Chain [1] start processing 14:03:07 - cmdstanpy - INFO - Chain [1] done processing 14:03:07 - cmdstanpy - INFO - Chain [1] start processing 14:03:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 205:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.652448 6.047952 37.967243
31 2025-08-31 20.905456 3.734957 36.700276
32 2025-09-30 20.182560 4.861999 37.456875
33 2025-10-31 19.435568 4.046129 35.363332
34 2025-11-30 18.712672 2.220007 34.832096
Forecast for Europe and Product 206:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.399460 37.741872 78.574657
31 2025-08-31 59.271632 38.172896 79.194254
32 2025-09-30 60.115670 40.900510 80.403248
33 2025-10-31 60.987843 39.981207 79.898458
34 2025-11-30 61.831881 42.599444 82.332653
14:03:07 - cmdstanpy - INFO - Chain [1] start processing 14:03:07 - cmdstanpy - INFO - Chain [1] done processing 14:03:07 - cmdstanpy - INFO - Chain [1] start processing 14:03:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 207:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.932170 24.146438 77.271321
31 2025-08-31 50.313798 23.915522 75.575067
32 2025-09-30 50.683115 25.515611 76.896104
33 2025-10-31 51.064742 24.234112 76.991966
34 2025-11-30 51.434059 24.358473 77.184575
Forecast for Europe and Product 208:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.332601 14.056213 51.322591
31 2025-08-31 33.122234 13.981147 52.561463
32 2025-09-30 32.918653 14.450749 52.394379
33 2025-10-31 32.708286 13.906671 52.334099
34 2025-11-30 32.504705 12.070954 50.435228
14:03:07 - cmdstanpy - INFO - Chain [1] start processing 14:03:08 - cmdstanpy - INFO - Chain [1] done processing 14:03:08 - cmdstanpy - INFO - Chain [1] start processing 14:03:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 209:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.852959 10.086447 47.712546
31 2025-08-31 29.677447 11.486231 50.362231
32 2025-09-30 29.507598 11.064734 47.825968
33 2025-10-31 29.332086 11.105112 47.606748
34 2025-11-30 29.162236 10.835247 48.687151
Forecast for Europe and Product 210:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.110768 32.110829 75.504543
31 2025-08-31 55.669091 34.777317 77.462190
32 2025-09-30 56.209403 35.017706 77.612892
33 2025-10-31 56.767725 35.012455 77.901450
34 2025-11-30 57.308037 37.696591 80.746619
14:03:08 - cmdstanpy - INFO - Chain [1] start processing 14:03:08 - cmdstanpy - INFO - Chain [1] done processing 14:03:08 - cmdstanpy - INFO - Chain [1] start processing 14:03:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 211:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.846426 30.757160 64.648875
31 2025-08-31 48.196714 31.122226 64.878099
32 2025-09-30 48.535702 31.385268 67.502901
33 2025-10-31 48.885990 32.631490 65.912853
34 2025-11-30 49.224979 31.698925 67.281014
Forecast for Europe and Product 212:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.705303 17.992838 57.393461
31 2025-08-31 37.442677 16.976147 58.417997
32 2025-09-30 37.188524 16.546149 57.928322
33 2025-10-31 36.925899 17.503437 57.646949
34 2025-11-30 36.671746 16.788656 56.931719
14:03:08 - cmdstanpy - INFO - Chain [1] start processing 14:03:08 - cmdstanpy - INFO - Chain [1] done processing 14:03:08 - cmdstanpy - INFO - Chain [1] start processing 14:03:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 213:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.310423 26.347703 61.943138
31 2025-08-31 44.453647 28.175259 61.122991
32 2025-09-30 44.592250 28.331412 61.842136
33 2025-10-31 44.735473 27.120817 61.908402
34 2025-11-30 44.874076 27.564395 61.799948
Forecast for Europe and Product 214:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.095921 17.861863 58.068897
31 2025-08-31 38.205037 18.437412 58.571883
32 2025-09-30 38.310634 18.761207 58.563317
33 2025-10-31 38.419751 18.923506 57.294028
34 2025-11-30 38.525347 17.989341 59.072311
14:03:09 - cmdstanpy - INFO - Chain [1] start processing 14:03:09 - cmdstanpy - INFO - Chain [1] done processing 14:03:09 - cmdstanpy - INFO - Chain [1] start processing 14:03:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 215:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.741208 21.009571 64.874993
31 2025-08-31 42.735525 22.286644 62.895308
32 2025-09-30 42.730025 20.313826 65.464275
33 2025-10-31 42.724342 21.606114 64.318468
34 2025-11-30 42.718842 20.769622 63.028199
Forecast for Europe and Product 216:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.399467 32.691992 63.685755
31 2025-08-31 48.847313 32.507221 65.039645
32 2025-09-30 49.280713 32.360648 65.765938
33 2025-10-31 49.728560 33.268600 65.212266
34 2025-11-30 50.161960 33.928461 65.299649
14:03:09 - cmdstanpy - INFO - Chain [1] start processing 14:03:09 - cmdstanpy - INFO - Chain [1] done processing 14:03:09 - cmdstanpy - INFO - Chain [1] start processing 14:03:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 217:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.307935 1.401806 40.184749
31 2025-08-31 19.945337 -0.502154 39.012167
32 2025-09-30 18.626694 -1.474583 38.305035
33 2025-10-31 17.264096 -2.870249 38.145685
34 2025-11-30 15.945453 -3.611803 33.153614
Forecast for Europe and Product 218:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.661961 27.012160 73.742368
31 2025-08-31 51.042521 26.464015 74.407665
32 2025-09-30 51.410804 28.253172 75.119514
33 2025-10-31 51.791363 28.285491 75.306159
34 2025-11-30 52.159646 28.219091 75.202352
14:03:09 - cmdstanpy - INFO - Chain [1] start processing 14:03:09 - cmdstanpy - INFO - Chain [1] done processing 14:03:09 - cmdstanpy - INFO - Chain [1] start processing 14:03:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 219:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.832720 20.159771 51.321217
31 2025-08-31 35.492986 20.871949 50.812399
32 2025-09-30 35.164212 20.041530 49.980075
33 2025-10-31 34.824478 18.509766 49.500273
34 2025-11-30 34.495703 20.213163 48.980071
Forecast for Europe and Product 220:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.109886 28.771333 70.201196
31 2025-08-31 50.492007 28.761872 72.326179
32 2025-09-30 50.861802 28.176367 72.796408
33 2025-10-31 51.243923 29.468619 72.612408
34 2025-11-30 51.613718 31.783788 73.044554
14:03:10 - cmdstanpy - INFO - Chain [1] start processing 14:03:10 - cmdstanpy - INFO - Chain [1] done processing 14:03:10 - cmdstanpy - INFO - Chain [1] start processing 14:03:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 221:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.814948 31.957804 73.629158
31 2025-08-31 54.527198 35.372898 75.459665
32 2025-09-30 55.216473 35.202566 75.044944
33 2025-10-31 55.928723 37.791516 76.313896
34 2025-11-30 56.617997 37.837862 76.790907
Forecast for Europe and Product 222:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.724415 20.862129 67.177986
31 2025-08-31 43.904231 20.256043 68.390196
32 2025-09-30 44.078245 20.252439 68.062149
33 2025-10-31 44.258060 20.776599 67.504942
34 2025-11-30 44.432075 22.543408 69.076686
14:03:10 - cmdstanpy - INFO - Chain [1] start processing 14:03:10 - cmdstanpy - INFO - Chain [1] done processing 14:03:10 - cmdstanpy - INFO - Chain [1] start processing 14:03:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 223:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.135141 15.726803 49.218390
31 2025-08-31 31.831630 13.636922 48.200111
32 2025-09-30 31.537909 16.504672 49.736229
33 2025-10-31 31.234397 14.392541 49.043115
34 2025-11-30 30.940677 13.942860 47.232839
Forecast for Europe and Product 224:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.955591 32.586801 59.956741
31 2025-08-31 46.150031 33.408168 59.585037
32 2025-09-30 46.338199 33.342845 60.579221
33 2025-10-31 46.532640 32.175724 60.919474
34 2025-11-30 46.720807 33.851828 60.631114
14:03:10 - cmdstanpy - INFO - Chain [1] start processing 14:03:10 - cmdstanpy - INFO - Chain [1] done processing 14:03:10 - cmdstanpy - INFO - Chain [1] start processing 14:03:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 225:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.992238 16.299805 42.752309
31 2025-08-31 29.875465 16.723291 43.132607
32 2025-09-30 29.762458 16.875529 42.066208
33 2025-10-31 29.645685 16.405654 42.544882
34 2025-11-30 29.532679 17.239901 42.234079
Forecast for Europe and Product 226:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.263831 24.424208 48.121832
31 2025-08-31 36.031103 24.407314 49.143385
32 2025-09-30 35.805883 23.283360 48.381261
33 2025-10-31 35.573155 22.248095 47.432064
34 2025-11-30 35.347935 23.447693 46.968058
14:03:11 - cmdstanpy - INFO - Chain [1] start processing 14:03:11 - cmdstanpy - INFO - Chain [1] done processing 14:03:11 - cmdstanpy - INFO - Chain [1] start processing 14:03:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 227:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.283568 19.393965 53.118801
31 2025-08-31 37.399170 19.069210 54.124982
32 2025-09-30 37.511043 19.774080 55.394487
33 2025-10-31 37.626645 19.554936 55.819471
34 2025-11-30 37.738519 20.390126 55.792901
Forecast for Europe and Product 228:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.161799 19.001102 55.036490
31 2025-08-31 38.073832 19.671788 56.073058
32 2025-09-30 37.988702 19.911207 56.090478
33 2025-10-31 37.900735 20.265172 55.798947
34 2025-11-30 37.815605 20.848625 54.569375
14:03:11 - cmdstanpy - INFO - Chain [1] start processing 14:03:11 - cmdstanpy - INFO - Chain [1] done processing 14:03:11 - cmdstanpy - INFO - Chain [1] start processing 14:03:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 229:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.796122 23.076906 70.142386
31 2025-08-31 46.930221 22.391058 69.963561
32 2025-09-30 47.059995 22.362301 70.458579
33 2025-10-31 47.194094 24.822635 72.229364
34 2025-11-30 47.323867 24.332403 71.588626
Forecast for Europe and Product 230:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.055133 5.771030 55.146968
31 2025-08-31 30.414104 7.749480 55.700041
32 2025-09-30 29.793754 3.479781 55.116609
33 2025-10-31 29.152725 2.884418 53.072262
34 2025-11-30 28.532374 5.920633 52.741421
14:03:11 - cmdstanpy - INFO - Chain [1] start processing 14:03:11 - cmdstanpy - INFO - Chain [1] done processing 14:03:11 - cmdstanpy - INFO - Chain [1] start processing 14:03:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 231:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.319764 14.953702 48.874874
31 2025-08-31 31.943863 15.043129 48.750747
32 2025-09-30 31.580089 13.139786 48.351756
33 2025-10-31 31.204188 14.355821 48.162000
34 2025-11-30 30.840413 13.171478 47.901605
Forecast for Europe and Product 232:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.910276 13.145586 43.860232
31 2025-08-31 28.395474 12.765529 43.431422
32 2025-09-30 27.897279 13.328665 42.468914
33 2025-10-31 27.382477 12.209102 42.734903
34 2025-11-30 26.884281 12.503345 40.707175
14:03:12 - cmdstanpy - INFO - Chain [1] start processing 14:03:12 - cmdstanpy - INFO - Chain [1] done processing 14:03:12 - cmdstanpy - INFO - Chain [1] start processing 14:03:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 233:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.422129 7.518865 49.916028
31 2025-08-31 28.566382 8.593355 47.790222
32 2025-09-30 27.738240 5.559601 46.507100
33 2025-10-31 26.882494 7.738177 47.152461
34 2025-11-30 26.054352 5.836405 45.612619
Forecast for Europe and Product 234:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.123511 13.323617 42.193039
31 2025-08-31 27.488837 12.611806 43.599496
32 2025-09-30 26.874637 12.398341 42.459276
33 2025-10-31 26.239964 11.205813 40.359581
34 2025-11-30 25.625763 9.402856 42.029882
14:03:12 - cmdstanpy - INFO - Chain [1] start processing 14:03:12 - cmdstanpy - INFO - Chain [1] done processing 14:03:12 - cmdstanpy - INFO - Chain [1] start processing 14:03:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 235:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.178555 12.446992 44.480519
31 2025-08-31 28.782488 11.406185 46.263660
32 2025-09-30 28.399196 10.791421 44.633281
33 2025-10-31 28.003128 10.275418 43.146956
34 2025-11-30 27.619837 10.833885 46.230999
Forecast for Europe and Product 236:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.354402 16.958104 47.893049
31 2025-08-31 31.658169 16.568435 46.837703
32 2025-09-30 30.984395 16.061671 46.648715
33 2025-10-31 30.288162 15.587284 46.664264
34 2025-11-30 29.614389 14.861777 45.350883
14:03:12 - cmdstanpy - INFO - Chain [1] start processing 14:03:12 - cmdstanpy - INFO - Chain [1] done processing 14:03:12 - cmdstanpy - INFO - Chain [1] start processing 14:03:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 237:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.668608 12.473827 70.076008
31 2025-08-31 41.469390 14.174089 70.950673
32 2025-09-30 41.276598 11.525816 70.757561
33 2025-10-31 41.077380 12.209303 69.775599
34 2025-11-30 40.884589 9.523717 71.024046
Forecast for Europe and Product 238:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.229447 13.444542 57.448951
31 2025-08-31 37.043901 14.857427 57.799045
32 2025-09-30 36.864341 16.114817 59.608869
33 2025-10-31 36.678795 13.576552 57.034392
34 2025-11-30 36.499234 13.631671 56.879121
14:03:13 - cmdstanpy - INFO - Chain [1] start processing 14:03:13 - cmdstanpy - INFO - Chain [1] done processing 14:03:13 - cmdstanpy - INFO - Chain [1] start processing 14:03:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 239:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.577544 17.737501 60.320733
31 2025-08-31 38.475583 16.677753 61.127842
32 2025-09-30 38.376911 16.558866 59.520172
33 2025-10-31 38.274950 15.047693 59.435512
34 2025-11-30 38.176278 16.372331 61.089175
Forecast for Europe and Product 240:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.450272 15.201873 50.161121
31 2025-08-31 33.198112 16.719791 50.792852
32 2025-09-30 32.954086 15.419534 48.834767
33 2025-10-31 32.701926 15.674198 50.149806
34 2025-11-30 32.457900 15.417047 49.899091
14:03:13 - cmdstanpy - INFO - Chain [1] start processing 14:03:13 - cmdstanpy - INFO - Chain [1] done processing 14:03:13 - cmdstanpy - INFO - Chain [1] start processing 14:03:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 241:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.397686 25.799723 67.993055
31 2025-08-31 45.850232 25.048313 66.450988
32 2025-09-30 46.288179 24.547410 66.317864
33 2025-10-31 46.740725 24.875181 68.093136
34 2025-11-30 47.178673 25.443078 66.287188
Forecast for Europe and Product 242:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.759569 8.192114 42.687507
31 2025-08-31 25.112995 8.859514 41.740493
32 2025-09-30 24.487278 7.134560 41.390292
33 2025-10-31 23.840704 6.973833 42.505447
34 2025-11-30 23.214987 6.814574 40.032943
14:03:13 - cmdstanpy - INFO - Chain [1] start processing 14:03:13 - cmdstanpy - INFO - Chain [1] done processing 14:03:13 - cmdstanpy - INFO - Chain [1] start processing 14:03:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 243:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.723288 1.374232 39.818252
31 2025-08-31 19.821335 0.607430 40.654040
32 2025-09-30 18.948477 -0.735202 39.332489
33 2025-10-31 18.046524 -2.976337 40.189057
34 2025-11-30 17.173667 -2.363028 37.684317
Forecast for Europe and Product 244:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.210113 37.212945 74.009935
31 2025-08-31 55.853717 38.017321 73.183698
32 2025-09-30 56.476559 37.354898 73.529991
33 2025-10-31 57.120163 38.980703 74.513366
34 2025-11-30 57.743005 38.763173 76.116690
14:03:14 - cmdstanpy - INFO - Chain [1] start processing 14:03:14 - cmdstanpy - INFO - Chain [1] done processing 14:03:14 - cmdstanpy - INFO - Chain [1] start processing 14:03:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 245:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.879248 19.795121 69.970912
31 2025-08-31 46.090243 20.713633 71.425386
32 2025-09-30 46.294432 23.927578 71.394753
33 2025-10-31 46.505428 22.689443 70.815586
34 2025-11-30 46.709617 21.251162 71.767157
Forecast for Europe and Product 246:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.785328 23.724392 52.641894
31 2025-08-31 37.661015 23.504659 52.054145
32 2025-09-30 37.540713 22.702745 51.343889
33 2025-10-31 37.416400 23.114556 51.171789
34 2025-11-30 37.296098 23.042462 50.660733
14:03:14 - cmdstanpy - INFO - Chain [1] start processing 14:03:14 - cmdstanpy - INFO - Chain [1] done processing 14:03:14 - cmdstanpy - INFO - Chain [1] start processing 14:03:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 247:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.758886 15.140340 50.524486
31 2025-08-31 32.146185 15.084267 49.211626
32 2025-09-30 31.553250 14.016622 49.380790
33 2025-10-31 30.940550 12.256263 48.317200
34 2025-11-30 30.347614 13.227169 46.739690
Forecast for Europe and Product 248:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.967844 33.010228 71.114432
31 2025-08-31 52.591671 32.527815 72.075727
32 2025-09-30 53.195374 33.496964 71.074195
33 2025-10-31 53.819201 35.778476 73.173426
34 2025-11-30 54.422905 35.473649 73.573381
14:03:14 - cmdstanpy - INFO - Chain [1] start processing 14:03:14 - cmdstanpy - INFO - Chain [1] done processing 14:03:15 - cmdstanpy - INFO - Chain [1] start processing 14:03:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 249:
ds yhat yhat_lower yhat_upper
29 2025-07-31 52.168190 33.065186 70.593786
30 2025-08-31 52.764980 33.226791 73.869200
31 2025-09-30 53.342518 35.268686 73.064614
32 2025-10-31 53.939309 34.942652 73.095917
33 2025-11-30 54.516847 35.422912 73.009514
Forecast for Europe and Product 250:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.203112 17.580519 48.931554
31 2025-08-31 33.023310 17.254614 48.104684
32 2025-09-30 32.849309 16.732708 49.875003
33 2025-10-31 32.669508 17.791007 49.531211
34 2025-11-30 32.495507 16.186271 47.703481
14:03:15 - cmdstanpy - INFO - Chain [1] start processing 14:03:15 - cmdstanpy - INFO - Chain [1] done processing 14:03:15 - cmdstanpy - INFO - Chain [1] start processing 14:03:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 251:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.451558 16.022569 52.486126
31 2025-08-31 34.159350 16.025097 52.634372
32 2025-09-30 33.876568 16.453932 52.341988
33 2025-10-31 33.584359 16.169735 51.186904
34 2025-11-30 33.301577 14.287381 51.448669
Forecast for Europe and Product 252:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.628353 25.384340 59.006284
31 2025-08-31 41.723380 25.364125 58.291181
32 2025-09-30 41.815341 24.686699 58.314891
33 2025-10-31 41.910368 23.893638 59.363108
34 2025-11-30 42.002329 24.937028 59.747093
14:03:15 - cmdstanpy - INFO - Chain [1] start processing 14:03:15 - cmdstanpy - INFO - Chain [1] done processing 14:03:15 - cmdstanpy - INFO - Chain [1] start processing 14:03:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 253:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.792882 23.348787 66.117053
31 2025-08-31 45.917058 24.954905 67.678131
32 2025-09-30 46.037229 24.341963 67.667805
33 2025-10-31 46.161406 26.248777 67.823734
34 2025-11-30 46.281577 24.606120 67.449190
Forecast for Europe and Product 254:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.567953 4.641146 43.335137
31 2025-08-31 22.763392 2.082109 41.904546
32 2025-09-30 21.984784 2.528096 42.186702
33 2025-10-31 21.180223 0.884248 41.350674
34 2025-11-30 20.401616 -1.154935 39.096335
14:03:15 - cmdstanpy - INFO - Chain [1] start processing 14:03:15 - cmdstanpy - INFO - Chain [1] done processing 14:03:16 - cmdstanpy - INFO - Chain [1] start processing 14:03:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 255:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.076223 24.616222 63.780240
31 2025-08-31 45.530693 26.043761 65.231156
32 2025-09-30 45.970504 26.650777 65.880217
33 2025-10-31 46.424974 25.801483 65.668890
34 2025-11-30 46.864784 27.329038 66.284161
Forecast for Europe and Product 256:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.944496 17.562802 67.531059
31 2025-08-31 43.026332 19.905495 67.509792
32 2025-09-30 43.105528 19.951812 66.101102
33 2025-10-31 43.187364 17.761356 66.666903
34 2025-11-30 43.266560 17.258008 64.368831
14:03:16 - cmdstanpy - INFO - Chain [1] start processing 14:03:16 - cmdstanpy - INFO - Chain [1] done processing 14:03:16 - cmdstanpy - INFO - Chain [1] start processing 14:03:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 257:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.623530 16.237961 52.227430
31 2025-08-31 33.348160 16.092730 50.983045
32 2025-09-30 33.081674 13.882761 51.290742
33 2025-10-31 32.806304 14.907911 50.318269
34 2025-11-30 32.539818 15.493788 50.588811
Forecast for Europe and Product 258:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.330786 39.309834 73.169243
31 2025-08-31 57.193272 40.172919 72.893814
32 2025-09-30 58.027935 43.169919 74.879657
33 2025-10-31 58.890421 41.750383 74.219596
34 2025-11-30 59.725085 42.478774 76.806367
14:03:16 - cmdstanpy - INFO - Chain [1] start processing 14:03:16 - cmdstanpy - INFO - Chain [1] done processing 14:03:16 - cmdstanpy - INFO - Chain [1] start processing 14:03:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 259:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.198440 16.803669 56.930518
31 2025-08-31 35.934278 15.335115 56.749644
32 2025-09-30 35.678637 16.009423 57.806607
33 2025-10-31 35.414475 16.308540 55.721520
34 2025-11-30 35.158834 15.212776 54.491939
Forecast for Europe and Product 260:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.403411 33.426925 64.560347
31 2025-08-31 50.019350 35.650616 64.759276
32 2025-09-30 50.615421 35.246851 66.898729
33 2025-10-31 51.231360 35.264908 65.777542
34 2025-11-30 51.827430 36.046666 68.554251
14:03:16 - cmdstanpy - INFO - Chain [1] start processing 14:03:16 - cmdstanpy - INFO - Chain [1] done processing 14:03:17 - cmdstanpy - INFO - Chain [1] start processing 14:03:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 261:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.496989 27.319380 66.421225
31 2025-08-31 46.820314 27.288872 66.883917
32 2025-09-30 47.133210 28.463950 66.730856
33 2025-10-31 47.456535 27.275510 65.995862
34 2025-11-30 47.769430 28.974288 67.268412
Forecast for Europe and Product 262:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.738103 5.997682 56.167237
31 2025-08-31 31.189601 5.435914 55.092463
32 2025-09-30 30.658793 6.649758 54.369742
33 2025-10-31 30.110291 6.235358 53.143215
34 2025-11-30 29.579482 4.600297 52.426697
14:03:17 - cmdstanpy - INFO - Chain [1] start processing 14:03:17 - cmdstanpy - INFO - Chain [1] done processing 14:03:17 - cmdstanpy - INFO - Chain [1] start processing 14:03:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 263:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.461712 7.063943 40.766826
31 2025-08-31 22.645144 5.258044 39.675895
32 2025-09-30 21.854917 5.605988 39.320877
33 2025-10-31 21.038349 5.262498 37.348862
34 2025-11-30 20.248122 4.403168 36.990691
Forecast for Europe and Product 264:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.553863 23.007464 57.675368
31 2025-08-31 39.809853 21.966763 56.169687
32 2025-09-30 40.057586 24.426226 57.065731
33 2025-10-31 40.313576 24.037813 57.125404
34 2025-11-30 40.561308 23.155882 57.389123
14:03:17 - cmdstanpy - INFO - Chain [1] start processing 14:03:17 - cmdstanpy - INFO - Chain [1] done processing 14:03:17 - cmdstanpy - INFO - Chain [1] start processing 14:03:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 265:
ds yhat yhat_lower yhat_upper
29 2025-07-31 41.083434 20.523238 61.919793
30 2025-08-31 41.073416 21.229083 62.446938
31 2025-09-30 41.063721 20.909490 62.378755
32 2025-10-31 41.053703 21.043657 60.971915
33 2025-11-30 41.044008 20.329185 61.239589
Forecast for Europe and Product 266:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.807790 21.545563 59.872809
31 2025-08-31 40.829830 22.150874 59.704622
32 2025-09-30 40.851159 20.426099 58.181741
33 2025-10-31 40.873199 21.672507 58.788295
34 2025-11-30 40.894528 21.894546 60.301467
14:03:17 - cmdstanpy - INFO - Chain [1] start processing 14:03:17 - cmdstanpy - INFO - Chain [1] done processing 14:03:18 - cmdstanpy - INFO - Chain [1] start processing 14:03:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 267:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.212667 22.045048 63.229354
31 2025-08-31 43.184558 22.129740 63.711626
32 2025-09-30 43.157357 20.444166 65.506974
33 2025-10-31 43.129248 21.615590 64.081266
34 2025-11-30 43.102046 21.841584 64.806778
Forecast for Europe and Product 268:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.847025 8.182402 56.512034
31 2025-08-31 31.299121 6.570147 57.244475
32 2025-09-30 30.768891 4.718833 54.124642
33 2025-10-31 30.220987 5.607117 55.762868
34 2025-11-30 29.690757 3.221711 52.759621
14:03:18 - cmdstanpy - INFO - Chain [1] start processing 14:03:18 - cmdstanpy - INFO - Chain [1] done processing 14:03:18 - cmdstanpy - INFO - Chain [1] start processing 14:03:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 269:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.916098 3.310134 34.739227
31 2025-08-31 19.044573 3.257503 35.531513
32 2025-09-30 18.201162 2.470245 34.479023
33 2025-10-31 17.329637 1.690601 33.873336
34 2025-11-30 16.486226 0.542079 31.412505
Forecast for Europe and Product 270:
ds yhat yhat_lower yhat_upper
29 2025-07-31 43.153674 22.692426 61.114322
30 2025-08-31 43.167795 24.001957 62.767740
31 2025-09-30 43.181459 23.141756 62.496026
32 2025-10-31 43.195580 24.391821 62.080712
33 2025-11-30 43.209244 24.967716 61.250596
14:03:18 - cmdstanpy - INFO - Chain [1] start processing 14:03:18 - cmdstanpy - INFO - Chain [1] done processing 14:03:18 - cmdstanpy - INFO - Chain [1] start processing 14:03:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 271:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.945460 31.074949 68.125934
31 2025-08-31 49.583501 31.058091 68.234649
32 2025-09-30 50.200959 32.687782 69.486732
33 2025-10-31 50.838999 33.837968 69.775245
34 2025-11-30 51.456457 32.925868 70.465878
Forecast for Europe and Product 272:
ds yhat yhat_lower yhat_upper
30 2025-07-31 65.278516 41.127564 88.328642
31 2025-08-31 66.454051 43.944692 89.234057
32 2025-09-30 67.591665 44.302632 90.669275
33 2025-10-31 68.767200 48.435558 92.243211
34 2025-11-30 69.904815 46.838198 91.168402
14:03:19 - cmdstanpy - INFO - Chain [1] start processing 14:03:19 - cmdstanpy - INFO - Chain [1] done processing 14:03:19 - cmdstanpy - INFO - Chain [1] start processing 14:03:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 273:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.152842 28.180247 63.244941
31 2025-08-31 45.276297 28.330860 63.297700
32 2025-09-30 45.395769 27.330056 62.878573
33 2025-10-31 45.519223 25.890128 62.877588
34 2025-11-30 45.638696 27.660627 63.521758
Forecast for Europe and Product 274:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.306127 7.959552 52.075022
31 2025-08-31 28.523350 7.388638 49.635193
32 2025-09-30 27.765824 4.899670 50.050983
33 2025-10-31 26.983047 3.754342 48.743356
34 2025-11-30 26.225520 2.682896 47.800068
14:03:19 - cmdstanpy - INFO - Chain [1] start processing 14:03:19 - cmdstanpy - INFO - Chain [1] done processing 14:03:19 - cmdstanpy - INFO - Chain [1] start processing 14:03:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 275:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.103904 22.582135 61.465450
31 2025-08-31 42.357483 23.694496 64.212084
32 2025-09-30 42.602882 23.811908 61.466852
33 2025-10-31 42.856461 22.881021 62.427294
34 2025-11-30 43.101861 23.081569 61.805215
Forecast for Europe and Product 276:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.271374 22.984691 56.639336
31 2025-08-31 41.341852 23.248737 59.490379
32 2025-09-30 41.410057 24.763805 58.307905
33 2025-10-31 41.480535 24.849743 58.772027
34 2025-11-30 41.548740 23.060508 59.361108
14:03:19 - cmdstanpy - INFO - Chain [1] start processing 14:03:19 - cmdstanpy - INFO - Chain [1] done processing 14:03:19 - cmdstanpy - INFO - Chain [1] start processing 14:03:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 277:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.047641 20.479082 46.276480
31 2025-08-31 33.551635 20.193685 46.028714
32 2025-09-30 33.071629 21.163950 45.521962
33 2025-10-31 32.575622 20.457757 45.673047
34 2025-11-30 32.095616 19.441034 43.452878
Forecast for Europe and Product 278:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.872270 7.217978 41.189677
31 2025-08-31 24.044888 6.795860 40.032881
32 2025-09-30 23.244196 5.701294 38.862719
33 2025-10-31 22.416815 6.933746 40.229755
34 2025-11-30 21.616123 4.636661 37.263924
14:03:20 - cmdstanpy - INFO - Chain [1] start processing 14:03:20 - cmdstanpy - INFO - Chain [1] done processing 14:03:20 - cmdstanpy - INFO - Chain [1] start processing 14:03:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 279:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.361414 17.930450 66.779630
31 2025-08-31 42.386118 19.187747 68.119719
32 2025-09-30 42.410025 17.346581 67.463422
33 2025-10-31 42.434729 16.827894 65.509093
34 2025-11-30 42.458637 18.731161 66.275888
Forecast for Europe and Product 280:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.455348 15.362530 50.105935
31 2025-08-31 32.079097 14.022929 49.514298
32 2025-09-30 31.714983 15.062704 49.437126
33 2025-10-31 31.338731 13.521301 47.912400
34 2025-11-30 30.974617 14.469169 48.811909
14:03:20 - cmdstanpy - INFO - Chain [1] start processing 14:03:20 - cmdstanpy - INFO - Chain [1] done processing 14:03:20 - cmdstanpy - INFO - Chain [1] start processing 14:03:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 281:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.839405 31.809284 72.011864
31 2025-08-31 52.485721 32.796662 72.422835
32 2025-09-30 53.111188 33.641409 73.123381
33 2025-10-31 53.757504 32.397347 72.932898
34 2025-11-30 54.382972 35.453601 73.399248
Forecast for Europe and Product 282:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.632412 41.440645 80.665401
31 2025-08-31 61.447111 41.242565 81.791495
32 2025-09-30 62.235529 40.627663 81.961649
33 2025-10-31 63.050228 42.451595 82.783556
34 2025-11-30 63.838646 43.975384 85.744750
14:03:20 - cmdstanpy - INFO - Chain [1] start processing 14:03:20 - cmdstanpy - INFO - Chain [1] done processing 14:03:20 - cmdstanpy - INFO - Chain [1] start processing 14:03:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 283:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.259795 13.318693 51.022569
31 2025-08-31 31.755666 11.924911 50.160366
32 2025-09-30 31.267798 12.715196 49.515424
33 2025-10-31 30.763669 12.973377 48.312042
34 2025-11-30 30.275802 13.651497 49.508248
Forecast for Europe and Product 284:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.151771 21.735959 60.456287
31 2025-08-31 40.906972 21.218153 60.161899
32 2025-09-30 40.670070 22.104938 60.382051
33 2025-10-31 40.425271 22.846873 59.458471
34 2025-11-30 40.188369 20.847611 59.219702
14:03:21 - cmdstanpy - INFO - Chain [1] start processing 14:03:21 - cmdstanpy - INFO - Chain [1] done processing 14:03:21 - cmdstanpy - INFO - Chain [1] start processing 14:03:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 285:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.682018 15.606728 47.564967
31 2025-08-31 31.003034 15.927979 47.667468
32 2025-09-30 30.345953 14.399263 47.217895
33 2025-10-31 29.666969 12.539803 46.078088
34 2025-11-30 29.009887 13.022502 44.210665
Forecast for Europe and Product 286:
ds yhat yhat_lower yhat_upper
30 2025-07-31 79.176082 46.130762 111.468191
31 2025-08-31 80.935671 49.782654 112.486398
32 2025-09-30 82.638499 47.201422 115.530483
33 2025-10-31 84.398088 52.440540 117.645521
34 2025-11-30 86.100917 53.229119 119.886637
14:03:21 - cmdstanpy - INFO - Chain [1] start processing 14:03:21 - cmdstanpy - INFO - Chain [1] done processing 14:03:21 - cmdstanpy - INFO - Chain [1] start processing 14:03:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 287:
ds yhat yhat_lower yhat_upper
30 2025-07-31 10.968309 -5.426590 27.072573
31 2025-08-31 9.866161 -6.908160 24.751353
32 2025-09-30 8.799567 -7.095309 24.735157
33 2025-10-31 7.697419 -8.105983 24.598409
34 2025-11-30 6.630825 -9.097603 23.395562
Forecast for Europe and Product 288:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.099356 28.361862 68.019268
31 2025-08-31 48.585018 29.545981 68.512051
32 2025-09-30 49.055012 30.010650 67.194287
33 2025-10-31 49.540673 30.198530 67.867469
34 2025-11-30 50.010668 30.849817 69.811587
14:03:21 - cmdstanpy - INFO - Chain [1] start processing 14:03:21 - cmdstanpy - INFO - Chain [1] done processing 14:03:22 - cmdstanpy - INFO - Chain [1] start processing 14:03:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 289:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.623216 4.540163 56.969250
31 2025-08-31 30.865712 6.143599 55.631104
32 2025-09-30 30.132644 6.182965 54.376255
33 2025-10-31 29.375140 5.342282 54.191867
34 2025-11-30 28.642072 3.897457 55.265530
Forecast for Europe and Product 290:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.875341 5.830850 59.970621
31 2025-08-31 32.516019 6.784100 57.305526
32 2025-09-30 32.168288 5.361106 59.978816
33 2025-10-31 31.808965 6.352819 57.731915
34 2025-11-30 31.461234 5.452444 55.400995
14:03:22 - cmdstanpy - INFO - Chain [1] start processing 14:03:22 - cmdstanpy - INFO - Chain [1] done processing 14:03:22 - cmdstanpy - INFO - Chain [1] start processing 14:03:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 291:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.380470 15.340245 55.818097
31 2025-08-31 35.026443 15.400112 55.116982
32 2025-09-30 34.683836 14.432952 54.124489
33 2025-10-31 34.329809 13.152021 54.744915
34 2025-11-30 33.987202 14.174044 53.767945
Forecast for Europe and Product 292:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.602326 36.155153 62.561262
31 2025-08-31 50.231295 36.996650 63.667243
32 2025-09-30 50.839973 37.779352 64.554093
33 2025-10-31 51.468942 39.618303 65.158767
34 2025-11-30 52.077621 38.512341 64.537351
14:03:22 - cmdstanpy - INFO - Chain [1] start processing 14:03:22 - cmdstanpy - INFO - Chain [1] done processing 14:03:22 - cmdstanpy - INFO - Chain [1] start processing 14:03:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 293:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.777637 21.214285 57.607281
31 2025-08-31 39.446458 21.725076 57.470795
32 2025-09-30 39.125962 19.675207 56.972659
33 2025-10-31 38.794782 20.253002 56.957552
34 2025-11-30 38.474286 18.763688 57.645698
Forecast for Europe and Product 294:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.434413 22.870109 64.232625
31 2025-08-31 43.586258 22.906200 63.013459
32 2025-09-30 43.733205 23.646971 64.075407
33 2025-10-31 43.885050 24.604079 64.462734
34 2025-11-30 44.031997 23.385469 64.777158
14:03:22 - cmdstanpy - INFO - Chain [1] start processing 14:03:23 - cmdstanpy - INFO - Chain [1] done processing 14:03:23 - cmdstanpy - INFO - Chain [1] start processing 14:03:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 295:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.248611 11.160222 59.781783
31 2025-08-31 34.923260 9.995348 58.647112
32 2025-09-30 34.608404 7.878269 59.464190
33 2025-10-31 34.283053 11.906541 58.856391
34 2025-11-30 33.968196 10.167742 56.632876
Forecast for Europe and Product 296:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.405354 21.125324 58.229021
31 2025-08-31 40.445326 22.013338 59.550375
32 2025-09-30 40.484009 20.718212 60.143832
33 2025-10-31 40.523981 21.690671 59.438473
34 2025-11-30 40.562663 21.495080 59.688446
14:03:23 - cmdstanpy - INFO - Chain [1] start processing 14:03:23 - cmdstanpy - INFO - Chain [1] done processing 14:03:23 - cmdstanpy - INFO - Chain [1] start processing 14:03:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 297:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.647208 38.077941 76.483699
31 2025-08-31 58.616436 40.041698 77.770713
32 2025-09-30 59.554398 41.525902 79.118229
33 2025-10-31 60.523626 42.988945 77.442338
34 2025-11-30 61.461588 43.403657 78.034834
Forecast for Europe and Product 298:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.150790 16.053422 58.381562
31 2025-08-31 37.993431 14.782196 58.475287
32 2025-09-30 37.841148 17.948567 58.867792
33 2025-10-31 37.683789 16.803125 59.940352
34 2025-11-30 37.531506 16.502182 57.408141
14:03:23 - cmdstanpy - INFO - Chain [1] start processing 14:03:23 - cmdstanpy - INFO - Chain [1] done processing 14:03:23 - cmdstanpy - INFO - Chain [1] start processing 14:03:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 299:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.090735 25.332745 52.530894
31 2025-08-31 39.004719 25.162688 53.254475
32 2025-09-30 38.921478 24.866552 53.357886
33 2025-10-31 38.835462 24.534079 53.275712
34 2025-11-30 38.752220 25.193841 53.402789
Forecast for Europe and Product 300:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.340390 16.558422 65.477976
31 2025-08-31 41.249158 17.463610 66.290257
32 2025-09-30 41.160870 16.555038 66.480723
33 2025-10-31 41.069638 17.083073 66.351537
34 2025-11-30 40.981350 17.336398 63.816578
14:03:23 - cmdstanpy - INFO - Chain [1] start processing 14:03:24 - cmdstanpy - INFO - Chain [1] done processing 14:03:24 - cmdstanpy - INFO - Chain [1] start processing 14:03:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 301:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.417433 30.276291 65.697834
31 2025-08-31 47.637981 29.559435 65.977357
32 2025-09-30 47.851414 29.155822 66.403650
33 2025-10-31 48.071961 30.100061 64.942087
34 2025-11-30 48.285395 29.953955 67.747935
Forecast for Europe and Product 302:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.485579 14.745183 57.069226
31 2025-08-31 36.514806 16.029849 57.551054
32 2025-09-30 36.543090 17.266849 56.572266
33 2025-10-31 36.572316 14.886192 54.552933
34 2025-11-30 36.600600 17.136583 56.542370
14:03:24 - cmdstanpy - INFO - Chain [1] start processing 14:03:24 - cmdstanpy - INFO - Chain [1] done processing 14:03:24 - cmdstanpy - INFO - Chain [1] start processing 14:03:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 303:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.951064 18.389929 48.704525
31 2025-08-31 33.771044 18.439729 49.126072
32 2025-09-30 33.596830 18.770531 48.784869
33 2025-10-31 33.416810 18.140646 48.751237
34 2025-11-30 33.242596 18.304799 48.835779
Forecast for Europe and Product 304:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.576295 36.678044 76.861604
31 2025-08-31 55.973201 35.445930 74.986819
32 2025-09-30 56.357304 36.909527 74.471778
33 2025-10-31 56.754210 37.123024 75.504363
34 2025-11-30 57.138313 37.893423 76.816746
14:03:24 - cmdstanpy - INFO - Chain [1] start processing 14:03:24 - cmdstanpy - INFO - Chain [1] done processing 14:03:24 - cmdstanpy - INFO - Chain [1] start processing 14:03:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 305:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.334701 31.442409 69.033969
31 2025-08-31 51.160415 32.253584 69.764900
32 2025-09-30 51.959492 33.175641 70.788094
33 2025-10-31 52.785205 35.065357 72.588030
34 2025-11-30 53.584282 36.191219 72.761494
Forecast for Europe and Product 306:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.152869 24.907981 69.428106
31 2025-08-31 47.475798 25.798589 70.272223
32 2025-09-30 47.788309 25.430831 70.281857
33 2025-10-31 48.111237 24.856196 69.401267
34 2025-11-30 48.423748 27.445474 69.058766
14:03:24 - cmdstanpy - INFO - Chain [1] start processing 14:03:25 - cmdstanpy - INFO - Chain [1] done processing 14:03:25 - cmdstanpy - INFO - Chain [1] start processing 14:03:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 307:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.968455 25.709983 64.344090
31 2025-08-31 44.488074 25.632707 64.259823
32 2025-09-30 44.990932 26.558367 63.674368
33 2025-10-31 45.510551 24.926811 64.131745
34 2025-11-30 46.013408 27.561094 66.215120
Forecast for Europe and Product 308:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.431562 21.938919 67.563450
31 2025-08-31 45.431802 20.706921 71.345201
32 2025-09-30 45.432034 22.358084 69.519869
33 2025-10-31 45.432274 20.139758 71.217712
34 2025-11-30 45.432507 21.558031 68.988027
14:03:25 - cmdstanpy - INFO - Chain [1] start processing 14:03:25 - cmdstanpy - INFO - Chain [1] done processing 14:03:25 - cmdstanpy - INFO - Chain [1] start processing 14:03:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 309:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.090558 16.693457 61.781661
31 2025-08-31 39.955831 17.213617 61.672809
32 2025-09-30 39.825451 17.821950 62.003526
33 2025-10-31 39.690725 16.928938 61.925019
34 2025-11-30 39.560345 16.093658 60.937653
Forecast for Europe and Product 310:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.125996 21.475192 70.724980
31 2025-08-31 47.472029 22.362201 73.286443
32 2025-09-30 47.806900 24.984188 73.319050
33 2025-10-31 48.152934 22.900897 73.338937
34 2025-11-30 48.487805 22.500694 73.923660
14:03:25 - cmdstanpy - INFO - Chain [1] start processing 14:03:25 - cmdstanpy - INFO - Chain [1] done processing 14:03:25 - cmdstanpy - INFO - Chain [1] start processing 14:03:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 311:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.696867 25.648815 51.776572
31 2025-08-31 39.606131 25.724652 53.159260
32 2025-09-30 39.518323 26.636208 52.546892
33 2025-10-31 39.427588 26.307069 52.129676
34 2025-11-30 39.339779 25.517646 52.435083
Forecast for Europe and Product 312:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.535819 22.735230 57.380092
31 2025-08-31 39.476196 21.340984 57.370642
32 2025-09-30 39.418495 20.623585 57.037922
33 2025-10-31 39.358872 21.651139 57.144701
34 2025-11-30 39.301171 22.000777 57.237319
14:03:26 - cmdstanpy - INFO - Chain [1] start processing 14:03:26 - cmdstanpy - INFO - Chain [1] done processing 14:03:26 - cmdstanpy - INFO - Chain [1] start processing 14:03:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 313:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.542621 21.539490 55.685737
31 2025-08-31 38.296845 21.943035 54.700092
32 2025-09-30 38.058997 20.836508 54.512442
33 2025-10-31 37.813221 20.621719 54.248589
34 2025-11-30 37.575373 21.274457 55.135615
Forecast for Europe and Product 314:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.753073 19.584592 64.150973
31 2025-08-31 42.692103 19.684245 67.762477
32 2025-09-30 42.633100 19.334991 66.660613
33 2025-10-31 42.572131 20.076143 64.473581
34 2025-11-30 42.513128 20.341186 66.592245
14:03:26 - cmdstanpy - INFO - Chain [1] start processing 14:03:26 - cmdstanpy - INFO - Chain [1] done processing 14:03:26 - cmdstanpy - INFO - Chain [1] start processing 14:03:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 315:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.826274 6.100936 46.507321
31 2025-08-31 25.003741 6.133575 45.854268
32 2025-09-30 24.207742 3.234286 44.610999
33 2025-10-31 23.385209 3.868052 43.399636
34 2025-11-30 22.589210 2.606411 42.952309
Forecast for Europe and Product 316:
ds yhat yhat_lower yhat_upper
30 2025-07-31 61.805760 39.559937 82.158135
31 2025-08-31 62.890306 41.728441 85.226143
32 2025-09-30 63.939867 43.095310 85.677032
33 2025-10-31 65.024413 43.931046 86.540896
34 2025-11-30 66.073973 43.366447 87.625077
14:03:26 - cmdstanpy - INFO - Chain [1] start processing 14:03:26 - cmdstanpy - INFO - Chain [1] done processing 14:03:26 - cmdstanpy - INFO - Chain [1] start processing 14:03:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 317:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.309584 11.529659 60.022091
31 2025-08-31 35.947031 9.347577 61.751334
32 2025-09-30 35.596173 12.394991 60.027841
33 2025-10-31 35.233620 11.314111 60.743141
34 2025-11-30 34.882762 10.544997 59.240334
Forecast for Europe and Product 318:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.489038 14.154486 63.138409
31 2025-08-31 38.264588 13.547911 62.248114
32 2025-09-30 38.047378 11.375470 62.930897
33 2025-10-31 37.822928 13.962400 63.577614
34 2025-11-30 37.605719 11.536633 61.782180
14:03:27 - cmdstanpy - INFO - Chain [1] start processing 14:03:27 - cmdstanpy - INFO - Chain [1] done processing 14:03:27 - cmdstanpy - INFO - Chain [1] start processing 14:03:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 319:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.602836 27.008855 63.786308
31 2025-08-31 45.709503 26.035518 63.263466
32 2025-09-30 45.812729 26.778551 63.160154
33 2025-10-31 45.919396 27.381703 64.385064
34 2025-11-30 46.022622 27.907509 63.787060
Forecast for Europe and Product 320:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.789480 15.421538 52.840263
31 2025-08-31 34.291184 16.966936 52.059487
32 2025-09-30 33.808963 16.300602 52.722001
33 2025-10-31 33.310667 14.199565 52.973168
34 2025-11-30 32.828445 13.920827 51.622157
14:03:27 - cmdstanpy - INFO - Chain [1] start processing 14:03:27 - cmdstanpy - INFO - Chain [1] done processing 14:03:27 - cmdstanpy - INFO - Chain [1] start processing 14:03:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 321:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.250051 24.102852 67.245158
31 2025-08-31 45.530505 22.458086 66.850589
32 2025-09-30 45.801912 23.918183 67.395712
33 2025-10-31 46.082367 24.463588 67.717537
34 2025-11-30 46.353774 23.497530 68.991099
Forecast for Europe and Product 322:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.456017 20.850109 50.515207
31 2025-08-31 35.485573 21.169095 50.806573
32 2025-09-30 35.514175 20.959678 49.601035
33 2025-10-31 35.543730 20.793783 50.414936
34 2025-11-30 35.572332 21.349032 51.453612
14:03:27 - cmdstanpy - INFO - Chain [1] start processing 14:03:27 - cmdstanpy - INFO - Chain [1] done processing 14:03:28 - cmdstanpy - INFO - Chain [1] start processing 14:03:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 323:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.764959 24.677680 78.410664
31 2025-08-31 52.500046 24.407954 78.271261
32 2025-09-30 53.211421 26.345387 78.544960
33 2025-10-31 53.946509 28.679656 80.334428
34 2025-11-30 54.657884 27.647670 80.903107
14:03:28 - cmdstanpy - INFO - Chain [1] start processing 14:03:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 324:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.330618 13.985037 59.842980
31 2025-08-31 37.361548 13.849800 60.103759
32 2025-09-30 37.391480 14.198111 61.072904
33 2025-10-31 37.422410 13.764229 60.090282
34 2025-11-30 37.452342 14.241860 60.913022
Forecast for Europe and Product 325:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.014821 15.536366 45.757380
31 2025-08-31 29.566224 14.466935 44.483371
32 2025-09-30 29.132097 14.907525 44.386323
33 2025-10-31 28.683500 13.827144 44.315110
34 2025-11-30 28.249374 13.808488 43.601640
14:03:28 - cmdstanpy - INFO - Chain [1] start processing 14:03:28 - cmdstanpy - INFO - Chain [1] done processing 14:03:28 - cmdstanpy - INFO - Chain [1] start processing 14:03:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 326:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.869677 26.464919 68.641418
31 2025-08-31 48.232233 27.031697 68.611411
32 2025-09-30 48.583094 26.579689 70.647124
33 2025-10-31 48.945651 26.946935 69.929933
34 2025-11-30 49.296512 28.598874 68.192959
Forecast for Europe and Product 327:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.256266 42.531386 71.704620
31 2025-08-31 58.190911 42.433026 74.158990
32 2025-09-30 59.095406 44.002696 73.765046
33 2025-10-31 60.030051 44.725214 75.226987
34 2025-11-30 60.934546 45.336111 76.032810
14:03:28 - cmdstanpy - INFO - Chain [1] start processing 14:03:28 - cmdstanpy - INFO - Chain [1] done processing 14:03:28 - cmdstanpy - INFO - Chain [1] start processing 14:03:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 328:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.062775 9.938901 52.949640
31 2025-08-31 31.573044 10.817493 51.450652
32 2025-09-30 31.099111 9.611627 51.212878
33 2025-10-31 30.609380 10.897877 51.347000
34 2025-11-30 30.135447 9.647350 50.002457
14:03:29 - cmdstanpy - INFO - Chain [1] start processing 14:03:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 329:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.110515 16.839432 43.222391
31 2025-08-31 29.887460 15.691038 44.036055
32 2025-09-30 29.671599 14.884015 44.227293
33 2025-10-31 29.448544 16.292700 44.093571
34 2025-11-30 29.232684 15.550432 43.877546
Forecast for Europe and Product 330:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.027857 23.519661 64.626045
31 2025-08-31 42.954880 22.847182 64.040851
32 2025-09-30 42.884258 22.245600 63.711735
33 2025-10-31 42.811281 22.828654 63.344152
34 2025-11-30 42.740659 21.775666 63.269687
14:03:29 - cmdstanpy - INFO - Chain [1] start processing 14:03:29 - cmdstanpy - INFO - Chain [1] done processing 14:03:29 - cmdstanpy - INFO - Chain [1] start processing 14:03:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 331:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.933000 24.506615 63.508116
31 2025-08-31 44.329763 24.925018 64.124349
32 2025-09-30 44.713728 24.776669 64.049079
33 2025-10-31 45.110492 24.600619 64.531558
34 2025-11-30 45.494457 24.931556 64.904448
Forecast for Europe and Product 332:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.442194 16.183260 52.889812
31 2025-08-31 35.230573 16.959448 52.943667
32 2025-09-30 35.025780 17.042816 54.211911
33 2025-10-31 34.814159 15.067405 54.015587
34 2025-11-30 34.609365 15.020965 52.678710
14:03:29 - cmdstanpy - INFO - Chain [1] start processing 14:03:29 - cmdstanpy - INFO - Chain [1] done processing 14:03:29 - cmdstanpy - INFO - Chain [1] start processing 14:03:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 333:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.980040 12.856791 45.758450
31 2025-08-31 28.543364 10.867099 43.964249
32 2025-09-30 28.120774 12.137454 43.832018
33 2025-10-31 27.684098 11.699241 43.155664
34 2025-11-30 27.261509 10.688483 44.296726
Forecast for Europe and Product 334:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.950944 20.729420 64.245698
31 2025-08-31 41.966513 21.190578 64.408106
32 2025-09-30 41.981580 19.829325 63.731775
33 2025-10-31 41.997150 21.424742 65.158645
34 2025-11-30 42.012216 19.831293 66.117979
14:03:29 - cmdstanpy - INFO - Chain [1] start processing 14:03:30 - cmdstanpy - INFO - Chain [1] done processing 14:03:30 - cmdstanpy - INFO - Chain [1] start processing 14:03:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 335:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.713183 23.983908 55.520456
31 2025-08-31 39.445024 24.430783 55.158124
32 2025-09-30 39.185516 24.090898 54.357988
33 2025-10-31 38.917357 23.717185 54.528577
34 2025-11-30 38.657849 22.833750 54.072741
Forecast for Europe and Product 336:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.051593 17.996926 56.206458
31 2025-08-31 36.874757 17.656390 56.286566
32 2025-09-30 36.703625 17.854947 56.371833
33 2025-10-31 36.526789 16.094918 56.661410
34 2025-11-30 36.355657 18.122446 54.528639
14:03:30 - cmdstanpy - INFO - Chain [1] start processing 14:03:30 - cmdstanpy - INFO - Chain [1] done processing 14:03:30 - cmdstanpy - INFO - Chain [1] start processing 14:03:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 337:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.693359 8.442222 49.904353
31 2025-08-31 28.284394 5.852388 50.937600
32 2025-09-30 27.888622 7.424723 48.958018
33 2025-10-31 27.479657 5.396965 48.999964
34 2025-11-30 27.083885 6.017504 49.010931
14:03:30 - cmdstanpy - INFO - Chain [1] start processing 14:03:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 338:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.857174 14.091711 50.995655
31 2025-08-31 32.671329 13.364637 51.608271
32 2025-09-30 32.491478 13.850720 50.049018
33 2025-10-31 32.305633 14.540108 50.501071
34 2025-11-30 32.125782 15.337289 50.928843
Forecast for Europe and Product 339:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.374007 16.162808 56.607298
31 2025-08-31 36.532221 17.285101 56.880185
32 2025-09-30 36.685332 17.190668 56.991199
33 2025-10-31 36.843546 16.814966 57.782094
34 2025-11-30 36.996657 19.184207 57.540311
14:03:30 - cmdstanpy - INFO - Chain [1] start processing 14:03:30 - cmdstanpy - INFO - Chain [1] done processing 14:03:31 - cmdstanpy - INFO - Chain [1] start processing 14:03:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 340:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.934860 32.628031 62.680467
31 2025-08-31 48.418500 33.208906 62.926855
32 2025-09-30 48.886540 34.734512 64.406474
33 2025-10-31 49.370180 35.202066 63.118976
34 2025-11-30 49.838219 35.355508 64.066230
Forecast for Europe and Product 341:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.379535 9.410145 56.791695
31 2025-08-31 33.017482 11.784335 55.895587
32 2025-09-30 32.667108 10.175494 54.364804
33 2025-10-31 32.305054 9.942192 53.864116
34 2025-11-30 31.954680 9.723259 54.833565
14:03:31 - cmdstanpy - INFO - Chain [1] start processing 14:03:31 - cmdstanpy - INFO - Chain [1] done processing 14:03:31 - cmdstanpy - INFO - Chain [1] start processing 14:03:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 342:
ds yhat yhat_lower yhat_upper
29 2025-07-31 23.342260 0.909917 45.744839
30 2025-08-31 22.350825 -2.279210 45.124182
31 2025-09-30 21.391372 -3.049468 42.840544
32 2025-10-31 20.399937 -1.177361 44.710413
33 2025-11-30 19.440484 -2.672950 44.511903
Forecast for Europe and Product 343:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.106820 33.106890 68.478192
31 2025-08-31 51.734807 34.263230 70.463483
32 2025-09-30 52.342536 35.285222 69.073569
33 2025-10-31 52.970523 35.427110 69.853075
34 2025-11-30 53.578252 36.726932 70.730221
14:03:31 - cmdstanpy - INFO - Chain [1] start processing 14:03:31 - cmdstanpy - INFO - Chain [1] done processing 14:03:31 - cmdstanpy - INFO - Chain [1] start processing 14:03:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 344:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.079782 7.330894 51.690986
31 2025-08-31 29.145825 8.018783 52.556402
32 2025-09-30 28.241996 6.806712 49.980850
33 2025-10-31 27.308040 5.880702 50.323907
34 2025-11-30 26.404210 5.089846 46.576207
Forecast for Europe and Product 345:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.140261 11.349296 45.427933
31 2025-08-31 27.496138 10.254911 45.395942
32 2025-09-30 26.872793 9.559260 43.054101
33 2025-10-31 26.228670 10.308872 43.280934
34 2025-11-30 25.605325 7.821591 42.400513
14:03:31 - cmdstanpy - INFO - Chain [1] start processing 14:03:32 - cmdstanpy - INFO - Chain [1] done processing 14:03:32 - cmdstanpy - INFO - Chain [1] start processing 14:03:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 346:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.839221 10.363994 57.751769
31 2025-08-31 33.722976 8.417620 56.315240
32 2025-09-30 33.610481 9.928689 57.152869
33 2025-10-31 33.494237 7.920637 57.347769
34 2025-11-30 33.381741 11.437421 58.521388
Forecast for Europe and Product 347:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.944043 17.274952 60.280962
31 2025-08-31 39.973946 19.365709 60.825137
32 2025-09-30 40.002884 19.080823 61.432632
33 2025-10-31 40.032787 18.833760 60.231877
34 2025-11-30 40.061725 20.668517 61.328272
14:03:32 - cmdstanpy - INFO - Chain [1] start processing 14:03:32 - cmdstanpy - INFO - Chain [1] done processing 14:03:32 - cmdstanpy - INFO - Chain [1] start processing 14:03:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 348:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.459162 10.336983 55.212299
31 2025-08-31 30.871144 9.483330 52.375505
32 2025-09-30 30.302095 6.976037 52.708482
33 2025-10-31 29.714078 8.155038 50.551107
34 2025-11-30 29.145028 6.312933 51.267916
Forecast for Europe and Product 349:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.099254 20.679192 48.268208
31 2025-08-31 34.908875 21.347255 48.265643
32 2025-09-30 34.724637 21.488239 48.998005
33 2025-10-31 34.534257 21.048943 49.088493
34 2025-11-30 34.350019 19.925239 47.562306
14:03:32 - cmdstanpy - INFO - Chain [1] start processing 14:03:32 - cmdstanpy - INFO - Chain [1] done processing 14:03:32 - cmdstanpy - INFO - Chain [1] start processing 14:03:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 350:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.509374 24.000866 51.320300
31 2025-08-31 37.478525 24.125699 51.180825
32 2025-09-30 37.448670 24.723846 51.939438
33 2025-10-31 37.417820 23.814210 51.219280
34 2025-11-30 37.387966 24.442550 50.215462
Forecast for Europe and Product 351:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.711213 20.113965 53.400383
31 2025-08-31 36.316470 18.752228 53.433990
32 2025-09-30 35.934461 17.509040 52.680398
33 2025-10-31 35.539718 19.536978 52.334745
34 2025-11-30 35.157709 18.264706 51.022931
14:03:33 - cmdstanpy - INFO - Chain [1] start processing 14:03:33 - cmdstanpy - INFO - Chain [1] done processing 14:03:33 - cmdstanpy - INFO - Chain [1] start processing 14:03:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 352:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.806566 17.518042 62.590827
31 2025-08-31 38.877955 15.597793 62.029861
32 2025-09-30 38.947041 15.999469 61.874190
33 2025-10-31 39.018430 12.703596 61.882870
34 2025-11-30 39.087516 16.457554 63.062462
Forecast for Europe and Product 353:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.433562 16.646826 60.758558
31 2025-08-31 37.214491 16.275523 58.773869
32 2025-09-30 37.002487 14.074844 59.313266
33 2025-10-31 36.783416 14.253532 58.027875
34 2025-11-30 36.571412 14.378199 58.572105
14:03:33 - cmdstanpy - INFO - Chain [1] start processing 14:03:33 - cmdstanpy - INFO - Chain [1] done processing 14:03:33 - cmdstanpy - INFO - Chain [1] start processing 14:03:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 354:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.047491 35.989251 68.312761
31 2025-08-31 52.632326 35.482193 69.255383
32 2025-09-30 53.198295 37.704925 69.278020
33 2025-10-31 53.783129 38.988077 69.617697
34 2025-11-30 54.349098 39.018755 70.584619
Forecast for Europe and Product 355:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.928769 39.134498 78.171719
31 2025-08-31 58.712450 38.920312 77.439034
32 2025-09-30 59.470852 38.609148 78.401038
33 2025-10-31 60.254534 38.162481 81.066551
34 2025-11-30 61.012935 40.747524 81.923446
14:03:33 - cmdstanpy - INFO - Chain [1] start processing 14:03:33 - cmdstanpy - INFO - Chain [1] done processing 14:03:33 - cmdstanpy - INFO - Chain [1] start processing 14:03:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 356:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.773677 32.193541 51.802426
31 2025-08-31 41.952556 30.750996 53.350941
32 2025-09-30 42.125664 31.462078 52.616228
33 2025-10-31 42.304543 31.852827 53.295822
34 2025-11-30 42.477652 31.279792 53.092762
Forecast for Europe and Product 357:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.530288 19.085612 52.776646
31 2025-08-31 36.554781 19.579123 52.418004
32 2025-09-30 36.578483 20.075826 53.422698
33 2025-10-31 36.602975 19.291445 52.361912
34 2025-11-30 36.626677 19.200389 52.887874
14:03:34 - cmdstanpy - INFO - Chain [1] start processing 14:03:34 - cmdstanpy - INFO - Chain [1] done processing 14:03:34 - cmdstanpy - INFO - Chain [1] start processing 14:03:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 358:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.809055 16.745156 67.227232
31 2025-08-31 41.802588 14.921050 66.216362
32 2025-09-30 41.796330 16.524462 66.439607
33 2025-10-31 41.789864 16.334126 68.131100
34 2025-11-30 41.783606 16.458444 66.279226
Forecast for Europe and Product 359:
ds yhat yhat_lower yhat_upper
30 2025-07-31 16.728631 -0.320519 34.096591
31 2025-08-31 15.449108 -3.002062 32.542653
32 2025-09-30 14.210859 -4.855239 33.394409
33 2025-10-31 12.931336 -5.531239 32.271916
34 2025-11-30 11.693088 -7.864707 31.107442
14:03:34 - cmdstanpy - INFO - Chain [1] start processing 14:03:34 - cmdstanpy - INFO - Chain [1] done processing 14:03:34 - cmdstanpy - INFO - Chain [1] start processing 14:03:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 360:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.888760 5.667442 45.757621
31 2025-08-31 25.025574 4.409900 46.241286
32 2025-09-30 24.190233 5.130717 44.265077
33 2025-10-31 23.327047 2.010884 43.738459
34 2025-11-30 22.491706 1.628010 40.502805
Forecast for Europe and Product 361:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.729225 11.221400 50.701974
31 2025-08-31 30.071779 9.517276 49.740877
32 2025-09-30 29.435542 9.918002 49.050577
33 2025-10-31 28.778097 9.633012 47.172436
34 2025-11-30 28.141859 9.071751 47.924801
14:03:34 - cmdstanpy - INFO - Chain [1] start processing 14:03:34 - cmdstanpy - INFO - Chain [1] done processing 14:03:34 - cmdstanpy - INFO - Chain [1] start processing 14:03:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 362:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.644638 18.930928 54.558100
31 2025-08-31 36.567495 18.136943 54.196988
32 2025-09-30 36.492841 18.062466 56.450084
33 2025-10-31 36.415698 18.441987 55.350031
34 2025-11-30 36.341043 19.632231 55.774195
Forecast for Europe and Product 363:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.478687 13.958186 60.319567
31 2025-08-31 37.219738 13.867920 58.373324
32 2025-09-30 36.969142 15.154132 60.921603
33 2025-10-31 36.710193 13.831354 61.803571
34 2025-11-30 36.459597 12.700099 60.789327
14:03:35 - cmdstanpy - INFO - Chain [1] start processing 14:03:35 - cmdstanpy - INFO - Chain [1] done processing 14:03:35 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Europe and Product 364:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.694986 9.045692 46.145925
31 2025-08-31 27.252245 9.964389 46.592275
32 2025-09-30 26.823787 9.551697 45.248362
33 2025-10-31 26.381046 8.680581 45.119814
34 2025-11-30 25.952588 7.966299 42.888404
14:03:35 - cmdstanpy - INFO - Chain [1] done processing 14:03:35 - cmdstanpy - INFO - Chain [1] start processing 14:03:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 365:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.096509 37.910052 71.152690
31 2025-08-31 55.890984 38.147946 71.768393
32 2025-09-30 56.659831 39.374049 72.156333
33 2025-10-31 57.454306 41.129626 73.982759
34 2025-11-30 58.223153 42.113102 74.889750
Forecast for Europe and Product 366:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.463140 21.912199 67.156039
31 2025-08-31 44.609206 21.734214 66.473478
32 2025-09-30 44.750560 22.018787 67.207556
33 2025-10-31 44.896626 23.282746 69.271528
34 2025-11-30 45.037980 21.609104 65.220252
14:03:35 - cmdstanpy - INFO - Chain [1] start processing 14:03:35 - cmdstanpy - INFO - Chain [1] done processing 14:03:35 - cmdstanpy - INFO - Chain [1] start processing 14:03:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 367:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.219455 30.629243 67.405743
31 2025-08-31 49.664493 30.817322 69.292351
32 2025-09-30 50.095175 31.976720 70.541201
33 2025-10-31 50.540213 31.512007 70.466127
34 2025-11-30 50.970895 31.436022 69.401275
Forecast for Europe and Product 368:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.494025 20.388838 52.193147
31 2025-08-31 36.416034 20.105018 51.227782
32 2025-09-30 36.340558 21.099892 52.589003
33 2025-10-31 36.262566 20.691998 52.863598
34 2025-11-30 36.187091 21.035725 52.501013
14:03:36 - cmdstanpy - INFO - Chain [1] start processing 14:03:36 - cmdstanpy - INFO - Chain [1] done processing 14:03:36 - cmdstanpy - INFO - Chain [1] start processing 14:03:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 369:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.334741 3.407207 44.118011
31 2025-08-31 21.418355 2.480944 42.493056
32 2025-09-30 20.531531 2.046861 39.338025
33 2025-10-31 19.615145 0.045281 38.942354
34 2025-11-30 18.728321 -0.644151 39.146604
Forecast for Europe and Product 370:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.881899 34.250177 65.212924
31 2025-08-31 49.357199 34.075523 65.017585
32 2025-09-30 49.817167 34.922138 66.174321
33 2025-10-31 50.292467 35.834541 65.978825
34 2025-11-30 50.752435 34.939583 66.554735
14:03:36 - cmdstanpy - INFO - Chain [1] start processing 14:03:36 - cmdstanpy - INFO - Chain [1] done processing 14:03:36 - cmdstanpy - INFO - Chain [1] start processing 14:03:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 371:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.474572 17.875490 56.253331
31 2025-08-31 38.266120 19.378452 57.314014
32 2025-09-30 38.064392 19.423060 57.641215
33 2025-10-31 37.855939 18.884967 57.262076
34 2025-11-30 37.654212 18.395880 57.917778
Forecast for Europe and Product 372:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.277955 16.929415 54.916540
31 2025-08-31 36.355938 17.430460 55.532525
32 2025-09-30 36.431406 18.177816 55.722808
33 2025-10-31 36.509389 18.065528 55.547519
34 2025-11-30 36.584856 17.205068 56.374617
14:03:36 - cmdstanpy - INFO - Chain [1] start processing 14:03:36 - cmdstanpy - INFO - Chain [1] done processing 14:03:36 - cmdstanpy - INFO - Chain [1] start processing 14:03:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 373:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.949417 7.257664 49.973125
31 2025-08-31 29.476836 6.497953 49.839529
32 2025-09-30 29.019499 7.584744 49.164952
33 2025-10-31 28.546918 5.720749 49.934281
34 2025-11-30 28.089581 7.138478 48.754354
Forecast for Europe and Product 374:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.426978 25.723970 59.893914
31 2025-08-31 42.710324 25.117400 60.420749
32 2025-09-30 42.984529 24.541270 59.843934
33 2025-10-31 43.267874 25.994099 60.946001
34 2025-11-30 43.542079 25.349468 61.007103
14:03:37 - cmdstanpy - INFO - Chain [1] start processing 14:03:37 - cmdstanpy - INFO - Chain [1] done processing 14:03:37 - cmdstanpy - INFO - Chain [1] start processing 14:03:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 375:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.832355 0.388044 45.446184
31 2025-08-31 21.559856 0.784264 42.826552
32 2025-09-30 20.328405 -0.315556 42.145442
33 2025-10-31 19.055906 -2.578830 40.816704
34 2025-11-30 17.824455 -5.642038 38.766012
Forecast for Europe and Product 376:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.144380 -0.987467 43.179290
31 2025-08-31 19.160816 -1.882556 41.696430
32 2025-09-30 18.208980 -2.926350 38.834143
33 2025-10-31 17.225416 -3.574380 39.589483
34 2025-11-30 16.273579 -4.803073 38.793536
14:03:37 - cmdstanpy - INFO - Chain [1] start processing 14:03:37 - cmdstanpy - INFO - Chain [1] done processing 14:03:37 - cmdstanpy - INFO - Chain [1] start processing 14:03:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 377:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.645715 22.848153 56.446926
31 2025-08-31 41.155734 25.381687 56.877949
32 2025-09-30 41.649301 24.472486 59.230108
33 2025-10-31 42.159320 25.495759 58.785290
34 2025-11-30 42.652887 25.718836 59.339657
Forecast for Europe and Product 378:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.624084 21.385767 60.726583
31 2025-08-31 41.627298 22.413709 60.164767
32 2025-09-30 41.630408 20.778969 59.116157
33 2025-10-31 41.633621 23.425430 61.851536
34 2025-11-30 41.636731 21.523720 60.213152
14:03:37 - cmdstanpy - INFO - Chain [1] start processing 14:03:37 - cmdstanpy - INFO - Chain [1] done processing 14:03:37 - cmdstanpy - INFO - Chain [1] start processing 14:03:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 379:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.881405 3.045461 40.437921
31 2025-08-31 20.732434 1.236764 40.507165
32 2025-09-30 19.620526 0.433388 39.155998
33 2025-10-31 18.471555 -1.816703 37.034418
34 2025-11-30 17.359647 -0.604043 37.166330
Forecast for Europe and Product 380:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.751860 33.221867 64.865051
31 2025-08-31 49.433016 31.787896 66.338130
32 2025-09-30 50.092199 33.869521 66.519042
33 2025-10-31 50.773354 34.813556 68.030642
34 2025-11-30 51.432537 36.558717 69.029369
14:03:38 - cmdstanpy - INFO - Chain [1] start processing 14:03:38 - cmdstanpy - INFO - Chain [1] done processing 14:03:38 - cmdstanpy - INFO - Chain [1] start processing 14:03:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 381:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.441916 34.593978 74.857912
31 2025-08-31 56.422045 35.979623 77.686600
32 2025-09-30 57.370557 37.166518 78.388343
33 2025-10-31 58.350685 38.026327 77.217861
34 2025-11-30 59.299197 39.132810 79.236233
Forecast for Europe and Product 382:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.149295 16.599641 49.557485
31 2025-08-31 32.972624 16.719881 49.137748
32 2025-09-30 32.801652 16.817154 49.629934
33 2025-10-31 32.624981 16.190253 47.725178
34 2025-11-30 32.454009 15.557336 48.049916
14:03:38 - cmdstanpy - INFO - Chain [1] start processing 14:03:38 - cmdstanpy - INFO - Chain [1] done processing 14:03:38 - cmdstanpy - INFO - Chain [1] start processing 14:03:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 383:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.245451 11.903623 55.360318
31 2025-08-31 33.920412 11.934989 56.537501
32 2025-09-30 33.605857 11.607747 55.594485
33 2025-10-31 33.280818 11.672543 56.366652
34 2025-11-30 32.966264 12.065261 54.579689
Forecast for Europe and Product 384:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.709260 18.264408 55.619950
31 2025-08-31 37.649518 18.630921 56.047905
32 2025-09-30 37.591704 18.119536 56.820577
33 2025-10-31 37.531963 18.436627 57.558292
34 2025-11-30 37.474148 19.588867 55.690333
14:03:38 - cmdstanpy - INFO - Chain [1] start processing 14:03:38 - cmdstanpy - INFO - Chain [1] done processing 14:03:39 - cmdstanpy - INFO - Chain [1] start processing 14:03:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 385:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.274520 5.008981 38.991517
31 2025-08-31 21.377663 3.472215 37.562473
32 2025-09-30 20.509736 3.390657 38.018354
33 2025-10-31 19.612878 1.826812 35.449408
34 2025-11-30 18.744952 3.082733 36.512539
Forecast for Europe and Product 386:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.378984 17.980941 54.768113
31 2025-08-31 35.428893 17.215511 53.743718
32 2025-09-30 35.477192 17.438139 52.494082
33 2025-10-31 35.527101 17.401383 55.646870
34 2025-11-30 35.575401 16.737266 54.015326
14:03:39 - cmdstanpy - INFO - Chain [1] start processing 14:03:39 - cmdstanpy - INFO - Chain [1] done processing 14:03:39 - cmdstanpy - INFO - Chain [1] start processing 14:03:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 387:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.682087 3.086199 50.901071
31 2025-08-31 27.013995 3.749379 51.354403
32 2025-09-30 26.367453 3.373112 47.647352
33 2025-10-31 25.699361 2.067260 50.113031
34 2025-11-30 25.052819 3.215921 48.006092
Forecast for Europe and Product 388:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.016214 29.797611 58.966905
31 2025-08-31 44.347938 30.548773 59.582606
32 2025-09-30 44.668961 29.761396 60.138517
33 2025-10-31 45.000685 31.145334 59.590264
34 2025-11-30 45.321709 30.937886 60.296764
14:03:39 - cmdstanpy - INFO - Chain [1] start processing 14:03:39 - cmdstanpy - INFO - Chain [1] done processing 14:03:39 - cmdstanpy - INFO - Chain [1] start processing 14:03:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 389:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.542005 26.762435 61.425370
31 2025-08-31 43.960331 26.346835 61.918062
32 2025-09-30 44.365163 27.335054 61.548540
33 2025-10-31 44.783489 27.833834 62.740519
34 2025-11-30 45.188321 28.463170 61.472846
Forecast for Europe and Product 390:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.876686 23.676896 68.505987
31 2025-08-31 46.171000 24.663665 69.013471
32 2025-09-30 46.455819 24.166886 69.338105
33 2025-10-31 46.750133 24.003451 70.635908
34 2025-11-30 47.034953 24.284558 69.285327
14:03:39 - cmdstanpy - INFO - Chain [1] start processing 14:03:39 - cmdstanpy - INFO - Chain [1] done processing 14:03:40 - cmdstanpy - INFO - Chain [1] start processing 14:03:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 391:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.222947 27.447703 66.173137
31 2025-08-31 47.353005 27.865866 68.649471
32 2025-09-30 47.478866 28.731190 67.329978
33 2025-10-31 47.608924 27.556287 66.417368
34 2025-11-30 47.734785 28.484013 66.165848
Forecast for Europe and Product 392:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.872032 28.178849 72.297142
31 2025-08-31 50.198655 27.556813 70.136372
32 2025-09-30 50.514741 29.408983 72.218023
33 2025-10-31 50.841364 30.500680 72.187585
34 2025-11-30 51.157451 29.161796 72.891325
14:03:40 - cmdstanpy - INFO - Chain [1] start processing 14:03:40 - cmdstanpy - INFO - Chain [1] done processing 14:03:40 - cmdstanpy - INFO - Chain [1] start processing 14:03:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 393:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.777405 44.808932 70.361878
31 2025-08-31 58.581640 46.949490 72.820015
32 2025-09-30 59.359932 46.742166 72.938247
33 2025-10-31 60.164167 48.193304 73.345685
34 2025-11-30 60.942458 48.610173 73.763161
Forecast for Europe and Product 394:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.824796 28.946100 55.815111
31 2025-08-31 41.960044 27.626711 56.595365
32 2025-09-30 42.090929 28.230078 55.523082
33 2025-10-31 42.226176 27.739243 56.528961
34 2025-11-30 42.357061 27.571456 55.987518
14:03:40 - cmdstanpy - INFO - Chain [1] start processing 14:03:40 - cmdstanpy - INFO - Chain [1] done processing 14:03:40 - cmdstanpy - INFO - Chain [1] start processing 14:03:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 395:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.214133 22.601478 66.481487
31 2025-08-31 45.411937 23.176474 67.378927
32 2025-09-30 45.603361 23.417175 67.288496
33 2025-10-31 45.801165 21.562322 68.190766
34 2025-11-30 45.992588 24.518658 67.482420
Forecast for Europe and Product 396:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.550823 1.290984 36.713077
31 2025-08-31 18.473540 2.010750 35.761290
32 2025-09-30 17.431009 0.685669 33.893241
33 2025-10-31 16.353726 0.548399 32.367047
34 2025-11-30 15.311195 -1.522744 31.913631
14:03:41 - cmdstanpy - INFO - Chain [1] start processing 14:03:41 - cmdstanpy - INFO - Chain [1] done processing 14:03:41 - cmdstanpy - INFO - Chain [1] start processing 14:03:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 397:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.977590 28.132920 69.667333
31 2025-08-31 49.337356 27.347339 69.303542
32 2025-09-30 49.685516 26.448238 70.962177
33 2025-10-31 50.045281 30.082391 72.516695
34 2025-11-30 50.393442 28.287878 72.350694
Forecast for Europe and Product 398:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.564346 34.038009 74.398032
31 2025-08-31 55.364136 36.805783 74.902722
32 2025-09-30 56.138125 36.778726 76.827072
33 2025-10-31 56.937915 38.359155 76.463351
34 2025-11-30 57.711904 38.104078 76.805347
14:03:41 - cmdstanpy - INFO - Chain [1] start processing 14:03:41 - cmdstanpy - INFO - Chain [1] done processing 14:03:41 - cmdstanpy - INFO - Chain [1] start processing 14:03:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 399:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.959808 23.824497 73.913073
31 2025-08-31 48.349483 23.642810 73.094672
32 2025-09-30 48.726587 25.048208 71.383520
33 2025-10-31 49.116261 25.767374 74.364896
34 2025-11-30 49.493365 23.952412 74.569431
Forecast for Europe and Product 400:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.764343 25.699817 62.252621
31 2025-08-31 44.088117 25.255435 62.212096
32 2025-09-30 44.401447 25.825224 61.629255
33 2025-10-31 44.725222 25.960069 63.512599
34 2025-11-30 45.038552 26.122426 64.011685
14:03:41 - cmdstanpy - INFO - Chain [1] start processing 14:03:41 - cmdstanpy - INFO - Chain [1] done processing 14:03:41 - cmdstanpy - INFO - Chain [1] start processing 14:03:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 401:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.097712 11.706176 48.666118
31 2025-08-31 30.040244 13.024658 47.154215
32 2025-09-30 29.984629 13.489988 49.015145
33 2025-10-31 29.927160 12.139992 47.748067
34 2025-11-30 29.871545 12.798480 47.735329
Forecast for Europe and Product 402:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.141258 32.465623 71.714586
31 2025-08-31 51.595821 33.060447 71.966931
32 2025-09-30 52.035721 32.352435 72.373589
33 2025-10-31 52.490284 32.224898 70.977851
34 2025-11-30 52.930184 33.387926 71.322891
14:03:42 - cmdstanpy - INFO - Chain [1] start processing 14:03:42 - cmdstanpy - INFO - Chain [1] done processing 14:03:42 - cmdstanpy - INFO - Chain [1] start processing 14:03:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 403:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.948705 40.887267 80.343710
31 2025-08-31 62.202079 44.857171 81.312576
32 2025-09-30 63.415021 44.105301 83.061457
33 2025-10-31 64.668395 45.687460 84.646096
34 2025-11-30 65.881338 46.802920 83.240763
Forecast for Europe and Product 404:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.008738 21.823030 59.008468
31 2025-08-31 41.077146 23.128565 60.695914
32 2025-09-30 41.143347 22.713197 60.727186
33 2025-10-31 41.211755 23.518985 59.739595
34 2025-11-30 41.277956 22.470586 59.685952
14:03:42 - cmdstanpy - INFO - Chain [1] start processing 14:03:42 - cmdstanpy - INFO - Chain [1] done processing 14:03:42 - cmdstanpy - INFO - Chain [1] start processing 14:03:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 405:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.712888 27.927101 65.582091
31 2025-08-31 48.195900 30.207678 67.229442
32 2025-09-30 48.663331 29.731805 67.063695
33 2025-10-31 49.146343 30.834756 68.124281
34 2025-11-30 49.613774 30.827130 68.526879
Forecast for Europe and Product 406:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.805501 16.471185 59.541414
31 2025-08-31 37.858146 17.630747 58.689602
32 2025-09-30 37.909092 17.359226 58.596027
33 2025-10-31 37.961737 18.885677 58.979101
34 2025-11-30 38.012684 19.878378 60.219530
14:03:42 - cmdstanpy - INFO - Chain [1] start processing 14:03:42 - cmdstanpy - INFO - Chain [1] done processing 14:03:42 - cmdstanpy - INFO - Chain [1] start processing 14:03:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 407:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.530550 21.056504 52.840260
31 2025-08-31 36.463689 21.553996 51.815938
32 2025-09-30 36.398985 21.679734 53.552016
33 2025-10-31 36.332124 20.976151 51.461520
34 2025-11-30 36.267421 20.210915 51.575539
Forecast for Europe and Product 408:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.832247 37.188660 74.926407
31 2025-08-31 57.626775 40.090292 78.556047
32 2025-09-30 58.395674 40.482085 76.433752
33 2025-10-31 59.190202 40.000209 77.805798
34 2025-11-30 59.959101 39.860901 79.095279
14:03:43 - cmdstanpy - INFO - Chain [1] start processing 14:03:43 - cmdstanpy - INFO - Chain [1] done processing 14:03:43 - cmdstanpy - INFO - Chain [1] start processing 14:03:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 409:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.054174 27.185778 57.912889
31 2025-08-31 42.222283 25.254435 57.142213
32 2025-09-30 42.384970 27.938385 57.745738
33 2025-10-31 42.553079 26.868959 59.152907
34 2025-11-30 42.715766 25.871407 58.683495
Forecast for Europe and Product 410:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.686062 19.430948 61.376356
31 2025-08-31 40.741643 19.855864 61.754557
32 2025-09-30 40.795430 19.854294 60.475477
33 2025-10-31 40.851010 19.799354 60.547777
34 2025-11-30 40.904797 18.313088 62.490520
14:03:43 - cmdstanpy - INFO - Chain [1] start processing 14:03:43 - cmdstanpy - INFO - Chain [1] done processing 14:03:43 - cmdstanpy - INFO - Chain [1] start processing 14:03:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 411:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.772498 5.563952 47.057443
31 2025-08-31 26.133615 5.791753 46.989772
32 2025-09-30 25.515342 5.332373 46.478683
33 2025-10-31 24.876459 5.713367 46.396442
34 2025-11-30 24.258186 2.878779 44.589250
Forecast for Europe and Product 412:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.292968 18.896009 54.634715
31 2025-08-31 36.073233 18.159298 54.483895
32 2025-09-30 35.860586 18.750023 54.840622
33 2025-10-31 35.640851 17.787388 52.726187
34 2025-11-30 35.428205 17.159803 52.754881
14:03:43 - cmdstanpy - INFO - Chain [1] start processing 14:03:43 - cmdstanpy - INFO - Chain [1] done processing 14:03:43 - cmdstanpy - INFO - Chain [1] start processing 14:03:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 413:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.157340 33.200114 71.644924
31 2025-08-31 53.815525 33.557152 74.072175
32 2025-09-30 54.452478 34.304349 74.562759
33 2025-10-31 55.110663 35.612460 74.716783
34 2025-11-30 55.747615 36.319042 75.869491
Forecast for Europe and Product 414:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.756726 24.041369 67.543341
31 2025-08-31 46.038176 24.084081 68.021702
32 2025-09-30 46.310547 22.858296 67.034898
33 2025-10-31 46.591998 23.647712 68.731824
34 2025-11-30 46.864369 24.278044 68.781280
14:03:44 - cmdstanpy - INFO - Chain [1] start processing 14:03:44 - cmdstanpy - INFO - Chain [1] done processing 14:03:44 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Europe and Product 415:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.763413 -1.351874 41.174295
31 2025-08-31 20.010210 0.030183 39.289386
32 2025-09-30 19.281303 -1.653803 41.262607
33 2025-10-31 18.528100 -1.093518 39.937376
34 2025-11-30 17.799193 -3.950303 38.879079
14:03:44 - cmdstanpy - INFO - Chain [1] done processing 14:03:44 - cmdstanpy - INFO - Chain [1] start processing 14:03:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 416:
ds yhat yhat_lower yhat_upper
30 2025-07-31 62.680315 46.696695 80.969017
31 2025-08-31 63.679123 46.628546 81.307574
32 2025-09-30 64.645711 47.745614 81.615202
33 2025-10-31 65.644519 49.151486 83.126125
34 2025-11-30 66.611107 49.157817 83.588693
Forecast for Europe and Product 417:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.018202 33.044107 73.400660
31 2025-08-31 53.505601 32.543983 73.066899
32 2025-09-30 53.977277 34.754279 74.172478
33 2025-10-31 54.464676 33.950127 75.207644
34 2025-11-30 54.936353 35.294937 75.952340
14:03:44 - cmdstanpy - INFO - Chain [1] start processing 14:03:44 - cmdstanpy - INFO - Chain [1] done processing 14:03:44 - cmdstanpy - INFO - Chain [1] start processing 14:03:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 418:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.948273 14.292210 43.831777
31 2025-08-31 27.591154 13.829031 41.998954
32 2025-09-30 27.245555 12.651590 40.554662
33 2025-10-31 26.888436 13.003403 40.698549
34 2025-11-30 26.542837 12.440178 41.794962
Forecast for Europe and Product 419:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.871321 19.109421 49.162604
31 2025-08-31 33.493907 17.192249 48.213574
32 2025-09-30 33.128668 17.759364 47.563433
33 2025-10-31 32.751254 18.003454 48.195990
34 2025-11-30 32.386014 17.250263 47.873156
14:03:45 - cmdstanpy - INFO - Chain [1] start processing 14:03:45 - cmdstanpy - INFO - Chain [1] done processing 14:03:45 - cmdstanpy - INFO - Chain [1] start processing 14:03:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 420:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.351797 17.711423 51.127678
31 2025-08-31 33.998396 16.785088 50.775732
32 2025-09-30 33.656395 15.280482 49.869007
33 2025-10-31 33.302994 17.327464 51.307174
34 2025-11-30 32.960993 16.256165 49.811577
Forecast for Europe and Product 421:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.658765 26.823763 60.085413
31 2025-08-31 43.936534 28.164995 59.217881
32 2025-09-30 44.205343 28.239312 60.274109
33 2025-10-31 44.483112 27.305689 62.708685
34 2025-11-30 44.751921 29.053608 61.925149
14:03:45 - cmdstanpy - INFO - Chain [1] start processing 14:03:45 - cmdstanpy - INFO - Chain [1] done processing 14:03:45 - cmdstanpy - INFO - Chain [1] start processing 14:03:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 422:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.774130 31.113804 59.866495
31 2025-08-31 45.859233 31.964458 60.525564
32 2025-09-30 45.941591 30.432719 59.488248
33 2025-10-31 46.026694 31.316659 59.825373
34 2025-11-30 46.109052 32.283886 60.193976
14:03:45 - cmdstanpy - INFO - Chain [1] start processing 14:03:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 423:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.601392 19.570764 59.684194
31 2025-08-31 39.572478 20.763535 58.492719
32 2025-09-30 39.544496 20.628648 58.276482
33 2025-10-31 39.515581 20.439768 60.225526
34 2025-11-30 39.487600 19.081653 58.717416
Forecast for Europe and Product 424:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.936814 29.778755 65.774930
31 2025-08-31 48.322980 29.614378 67.465207
32 2025-09-30 48.696688 30.662205 66.915154
33 2025-10-31 49.082853 30.355901 67.900867
34 2025-11-30 49.456562 31.988450 67.323698
14:03:45 - cmdstanpy - INFO - Chain [1] start processing 14:03:46 - cmdstanpy - INFO - Chain [1] done processing 14:03:46 - cmdstanpy - INFO - Chain [1] start processing 14:03:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 425:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.075472 43.273404 69.273247
31 2025-08-31 56.498351 42.915597 69.800791
32 2025-09-30 56.907588 43.354944 70.014735
33 2025-10-31 57.330466 44.924449 69.844137
34 2025-11-30 57.739703 45.287065 71.036013
Forecast for Europe and Product 426:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.430847 43.343128 76.029249
31 2025-08-31 60.516693 45.088792 75.904008
32 2025-09-30 61.567512 45.883777 77.527324
33 2025-10-31 62.653359 47.069010 77.284344
34 2025-11-30 63.704178 47.632929 77.721161
14:03:46 - cmdstanpy - INFO - Chain [1] start processing 14:03:46 - cmdstanpy - INFO - Chain [1] done processing 14:03:46 - cmdstanpy - INFO - Chain [1] start processing 14:03:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 427:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.869695 10.929882 46.023638
31 2025-08-31 28.286024 10.601817 45.588379
32 2025-09-30 27.721182 9.992384 45.407461
33 2025-10-31 27.137512 9.050898 44.437380
34 2025-11-30 26.572670 9.081098 44.119147
Forecast for Europe and Product 428:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.768419 17.168248 48.994521
31 2025-08-31 33.651712 17.664201 48.526176
32 2025-09-30 33.538770 17.621737 49.458378
33 2025-10-31 33.422063 17.371214 49.440500
34 2025-11-30 33.309121 16.402957 49.278707
14:03:46 - cmdstanpy - INFO - Chain [1] start processing 14:03:46 - cmdstanpy - INFO - Chain [1] done processing 14:03:46 - cmdstanpy - INFO - Chain [1] start processing 14:03:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 429:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.980381 15.187612 44.654337
31 2025-08-31 29.578088 17.011349 44.580445
32 2025-09-30 29.188773 14.473310 43.537332
33 2025-10-31 28.786480 14.030392 42.463852
34 2025-11-30 28.397165 13.431746 42.329923
Forecast for Europe and Product 430:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.278236 17.057675 58.127391
31 2025-08-31 36.850369 17.760857 56.117577
32 2025-09-30 36.436304 16.673383 55.686542
33 2025-10-31 36.008437 18.365879 56.031384
34 2025-11-30 35.594372 16.730142 53.585267
14:03:47 - cmdstanpy - INFO - Chain [1] start processing 14:03:47 - cmdstanpy - INFO - Chain [1] done processing 14:03:47 - cmdstanpy - INFO - Chain [1] start processing 14:03:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 431:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.247972 15.559522 50.848308
31 2025-08-31 31.725474 14.202793 49.043374
32 2025-09-30 31.219831 13.793098 49.352807
33 2025-10-31 30.697333 11.465462 48.805451
34 2025-11-30 30.191690 13.893101 49.031162
Forecast for Europe and Product 432:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.261142 25.457803 57.800279
31 2025-08-31 42.369467 26.227130 58.082106
32 2025-09-30 42.474297 25.701899 59.020785
33 2025-10-31 42.582622 27.676574 59.486747
34 2025-11-30 42.687452 27.108433 59.883414
14:03:47 - cmdstanpy - INFO - Chain [1] start processing 14:03:47 - cmdstanpy - INFO - Chain [1] done processing 14:03:47 - cmdstanpy - INFO - Chain [1] start processing 14:03:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 433:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.718250 13.509895 60.196250
31 2025-08-31 36.582140 15.934071 59.961043
32 2025-09-30 36.450421 13.564578 58.074913
33 2025-10-31 36.314310 13.147345 60.042914
34 2025-11-30 36.182591 13.651785 59.672392
Forecast for Europe and Product 434:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.949264 12.619033 49.085670
31 2025-08-31 30.384082 12.178286 49.016002
32 2025-09-30 29.837131 12.657168 46.781537
33 2025-10-31 29.271949 11.047644 45.691179
34 2025-11-30 28.724999 10.926846 47.480531
14:03:47 - cmdstanpy - INFO - Chain [1] start processing 14:03:47 - cmdstanpy - INFO - Chain [1] done processing 14:03:47 - cmdstanpy - INFO - Chain [1] start processing 14:03:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 435:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.138940 26.057239 63.154906
31 2025-08-31 44.299115 25.739089 61.263464
32 2025-09-30 44.454122 26.620948 61.836434
33 2025-10-31 44.614296 27.548358 62.539537
34 2025-11-30 44.769303 26.287171 62.089852
Forecast for Europe and Product 436:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.848412 26.140193 57.315689
31 2025-08-31 42.198324 26.947060 59.546629
32 2025-09-30 42.536947 25.673041 59.709572
33 2025-10-31 42.886859 26.474772 59.211047
34 2025-11-30 43.225482 27.122498 60.030462
14:03:48 - cmdstanpy - INFO - Chain [1] start processing 14:03:48 - cmdstanpy - INFO - Chain [1] done processing 14:03:48 - cmdstanpy - INFO - Chain [1] start processing 14:03:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 437:
ds yhat yhat_lower yhat_upper
30 2025-07-31 74.051422 58.625700 90.746470
31 2025-08-31 75.535955 58.734091 91.427917
32 2025-09-30 76.972600 59.825030 93.997248
33 2025-10-31 78.457132 62.301841 94.762397
34 2025-11-30 79.893777 62.364676 95.727679
Forecast for Europe and Product 438:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.453614 17.990883 58.412561
31 2025-08-31 38.367031 16.882044 58.298867
32 2025-09-30 38.283241 17.728028 58.389280
33 2025-10-31 38.196658 17.648729 57.979834
34 2025-11-30 38.112869 17.134484 59.611388
14:03:48 - cmdstanpy - INFO - Chain [1] start processing 14:03:48 - cmdstanpy - INFO - Chain [1] done processing 14:03:48 - cmdstanpy - INFO - Chain [1] start processing 14:03:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 439:
ds yhat yhat_lower yhat_upper
30 2025-07-31 17.874691 -4.121511 40.453585
31 2025-08-31 16.858407 -4.155072 36.575727
32 2025-09-30 15.874906 -5.755169 36.515428
33 2025-10-31 14.858622 -8.235085 34.760893
34 2025-11-30 13.875122 -8.382587 35.152154
Forecast for Europe and Product 440:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.237076 19.268995 54.429113
31 2025-08-31 36.020275 18.366600 53.425701
32 2025-09-30 35.810467 19.463877 54.148948
33 2025-10-31 35.593666 18.833889 53.747670
34 2025-11-30 35.383858 16.295039 54.238446
14:03:48 - cmdstanpy - INFO - Chain [1] start processing 14:03:48 - cmdstanpy - INFO - Chain [1] done processing 14:03:48 - cmdstanpy - INFO - Chain [1] start processing 14:03:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 441:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.270151 14.304735 47.885182
31 2025-08-31 30.921870 14.377256 47.154470
32 2025-09-30 30.584824 15.030910 47.041171
33 2025-10-31 30.236543 13.862682 45.285393
34 2025-11-30 29.899497 14.566156 44.670896
Forecast for Europe and Product 442:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.594165 16.825630 61.989989
31 2025-08-31 39.512628 17.483719 63.041810
32 2025-09-30 39.433720 18.700607 61.807963
33 2025-10-31 39.352183 19.025331 60.522177
34 2025-11-30 39.273275 18.608400 60.724710
14:03:49 - cmdstanpy - INFO - Chain [1] start processing 14:03:49 - cmdstanpy - INFO - Chain [1] done processing 14:03:49 - cmdstanpy - INFO - Chain [1] start processing 14:03:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 443:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.983144 8.869772 50.399835
31 2025-08-31 30.651411 9.415719 50.591126
32 2025-09-30 30.330380 11.216229 50.016520
33 2025-10-31 29.998647 9.793813 50.653263
34 2025-11-30 29.677616 10.380079 50.517767
Forecast for Europe and Product 444:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.661594 38.902023 77.694965
31 2025-08-31 58.393576 40.278783 76.470607
32 2025-09-30 59.101946 40.819652 77.626353
33 2025-10-31 59.833929 41.840649 78.251907
34 2025-11-30 60.542299 39.949873 79.544210
14:03:49 - cmdstanpy - INFO - Chain [1] start processing 14:03:49 - cmdstanpy - INFO - Chain [1] done processing 14:03:49 - cmdstanpy - INFO - Chain [1] start processing 14:03:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 445:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.595573 32.501498 66.246002
31 2025-08-31 49.766087 31.917171 66.403220
32 2025-09-30 49.931101 32.662609 67.711455
33 2025-10-31 50.101616 34.382922 67.122243
34 2025-11-30 50.266630 32.467015 66.013108
Forecast for Europe and Product 446:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.769837 36.896788 62.694027
31 2025-08-31 50.254824 36.362336 63.563004
32 2025-09-30 50.724167 37.569973 64.223791
33 2025-10-31 51.209154 37.818285 63.967747
34 2025-11-30 51.678497 38.003682 65.450979
14:03:49 - cmdstanpy - INFO - Chain [1] start processing 14:03:49 - cmdstanpy - INFO - Chain [1] done processing 14:03:49 - cmdstanpy - INFO - Chain [1] start processing 14:03:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 447:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.314733 30.877892 66.468084
31 2025-08-31 49.666405 29.479381 67.309775
32 2025-09-30 50.006732 32.937591 67.938210
33 2025-10-31 50.358404 33.724780 68.771705
34 2025-11-30 50.698732 33.045947 68.167118
Forecast for Europe and Product 448:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.791967 12.980930 60.461309
31 2025-08-31 35.173873 10.709234 60.895653
32 2025-09-30 34.575718 8.377519 59.243430
33 2025-10-31 33.957624 8.483251 59.161775
34 2025-11-30 33.359468 6.043206 57.824665
14:03:50 - cmdstanpy - INFO - Chain [1] start processing 14:03:50 - cmdstanpy - INFO - Chain [1] done processing 14:03:50 - cmdstanpy - INFO - Chain [1] start processing 14:03:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 449:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.249128 19.386270 53.862196
31 2025-08-31 37.152644 19.302028 55.652936
32 2025-09-30 37.059272 19.627877 54.043661
33 2025-10-31 36.962788 20.526151 54.513132
34 2025-11-30 36.869416 18.763267 54.585649
Forecast for Europe and Product 450:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.484948 16.658971 63.950783
31 2025-08-31 41.381584 18.494839 63.835021
32 2025-09-30 41.281554 18.390356 64.030472
33 2025-10-31 41.178190 18.148235 61.969037
34 2025-11-30 41.078160 18.402369 63.920055
14:03:50 - cmdstanpy - INFO - Chain [1] start processing 14:03:50 - cmdstanpy - INFO - Chain [1] done processing 14:03:50 - cmdstanpy - INFO - Chain [1] start processing 14:03:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 451:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.886505 30.612873 57.810954
31 2025-08-31 45.168213 31.940278 57.491667
32 2025-09-30 45.440833 32.497473 57.981470
33 2025-10-31 45.722541 33.226705 58.794508
34 2025-11-30 45.995162 33.905889 58.836903
Forecast for Europe and Product 452:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.837969 24.181296 58.261052
31 2025-08-31 40.935171 23.772997 59.571640
32 2025-09-30 41.029237 22.584103 60.084879
33 2025-10-31 41.126439 24.327991 59.485942
34 2025-11-30 41.220505 23.011614 59.603299
14:03:50 - cmdstanpy - INFO - Chain [1] start processing 14:03:50 - cmdstanpy - INFO - Chain [1] done processing 14:03:50 - cmdstanpy - INFO - Chain [1] start processing 14:03:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 453:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.533438 27.500639 64.762042
31 2025-08-31 47.789227 29.595121 66.888173
32 2025-09-30 48.036764 28.790370 68.027237
33 2025-10-31 48.292553 30.458077 66.733492
34 2025-11-30 48.540091 29.714432 67.930187
Forecast for Europe and Product 454:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.139319 15.456360 62.139771
31 2025-08-31 38.020238 13.996489 60.125981
32 2025-09-30 37.904998 14.220296 61.381080
33 2025-10-31 37.785917 14.352404 61.062631
34 2025-11-30 37.670677 15.325188 61.675406
14:03:51 - cmdstanpy - INFO - Chain [1] start processing 14:03:51 - cmdstanpy - INFO - Chain [1] done processing 14:03:51 - cmdstanpy - INFO - Chain [1] start processing 14:03:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 455:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.355882 16.782203 50.474792
31 2025-08-31 33.864875 17.590223 51.305846
32 2025-09-30 33.389706 18.794547 50.162635
33 2025-10-31 32.898699 17.917897 50.446047
34 2025-11-30 32.423531 16.565687 49.655357
Forecast for Europe and Product 456:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.358865 9.667606 45.123995
31 2025-08-31 26.613879 8.339454 43.988725
32 2025-09-30 25.892926 8.186010 43.656614
33 2025-10-31 25.147940 8.424473 43.244520
34 2025-11-30 24.426986 7.336835 41.862260
14:03:51 - cmdstanpy - INFO - Chain [1] start processing 14:03:51 - cmdstanpy - INFO - Chain [1] done processing 14:03:51 - cmdstanpy - INFO - Chain [1] start processing 14:03:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 457:
ds yhat yhat_lower yhat_upper
29 2025-07-31 55.946753 39.036575 74.556495
30 2025-08-31 56.699744 40.733055 74.816676
31 2025-09-30 57.428445 40.033211 75.978309
32 2025-10-31 58.181436 41.374751 75.508592
33 2025-11-30 58.910137 41.634448 76.361224
Forecast for Europe and Product 458:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.186324 15.562795 54.253331
31 2025-08-31 34.725105 15.507192 53.526175
32 2025-09-30 34.278764 15.275129 52.976667
33 2025-10-31 33.817544 15.189219 51.301422
34 2025-11-30 33.371203 13.370224 53.275294
14:03:51 - cmdstanpy - INFO - Chain [1] start processing 14:03:51 - cmdstanpy - INFO - Chain [1] done processing 14:03:52 - cmdstanpy - INFO - Chain [1] start processing 14:03:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 459:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.873473 22.070961 55.724091
31 2025-08-31 38.794073 21.946523 55.281676
32 2025-09-30 38.717234 21.418028 54.690743
33 2025-10-31 38.637834 22.421204 54.591044
34 2025-11-30 38.560995 21.006793 54.451211
Forecast for Europe and Product 460:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.998328 11.597447 58.913605
31 2025-08-31 35.506350 12.078999 60.342692
32 2025-09-30 35.030243 11.058679 60.142521
33 2025-10-31 34.538265 13.087642 58.320439
34 2025-11-30 34.062157 10.363259 58.082214
14:03:52 - cmdstanpy - INFO - Chain [1] start processing 14:03:52 - cmdstanpy - INFO - Chain [1] done processing 14:03:52 - cmdstanpy - INFO - Chain [1] start processing 14:03:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 461:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.381160 27.754488 72.488170
31 2025-08-31 50.769566 29.046923 72.965370
32 2025-09-30 51.145442 29.956346 74.632338
33 2025-10-31 51.533848 29.866920 73.823711
34 2025-11-30 51.909724 28.174736 73.658990
Forecast for Europe and Product 462:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.431715 22.239843 62.948878
31 2025-08-31 41.358972 21.860354 62.893504
32 2025-09-30 41.288575 20.644589 59.648962
33 2025-10-31 41.215832 20.564841 62.055878
34 2025-11-30 41.145435 20.455458 62.302318
14:03:52 - cmdstanpy - INFO - Chain [1] start processing 14:03:52 - cmdstanpy - INFO - Chain [1] done processing 14:03:52 - cmdstanpy - INFO - Chain [1] start processing 14:03:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 463:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.623465 28.210173 67.231522
31 2025-08-31 49.059134 29.336443 69.301503
32 2025-09-30 49.480749 29.410788 68.238757
33 2025-10-31 49.916417 30.062739 67.409758
34 2025-11-30 50.338032 31.385816 71.068603
Forecast for Europe and Product 464:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.286937 10.113161 47.410384
31 2025-08-31 28.720619 7.646996 48.772529
32 2025-09-30 28.172569 7.800618 48.698708
33 2025-10-31 27.606251 7.765751 48.587657
34 2025-11-30 27.058201 6.990701 48.648149
14:03:52 - cmdstanpy - INFO - Chain [1] start processing 14:03:52 - cmdstanpy - INFO - Chain [1] done processing 14:03:53 - cmdstanpy - INFO - Chain [1] start processing 14:03:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 465:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.661505 18.448448 53.418561
31 2025-08-31 35.530323 18.926999 54.198969
32 2025-09-30 35.403372 17.744538 52.512649
33 2025-10-31 35.272190 16.929299 51.806875
34 2025-11-30 35.145239 16.902495 53.496337
Forecast for Europe and Product 466:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.930774 25.300176 63.470670
31 2025-08-31 44.123038 25.121609 63.962984
32 2025-09-30 44.309100 24.275320 62.434069
33 2025-10-31 44.501365 26.106194 63.670561
34 2025-11-30 44.687427 24.630450 63.907116
14:03:53 - cmdstanpy - INFO - Chain [1] start processing 14:03:53 - cmdstanpy - INFO - Chain [1] done processing 14:03:53 - cmdstanpy - INFO - Chain [1] start processing 14:03:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 467:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.236340 19.634470 55.368764
31 2025-08-31 38.106822 20.654122 57.516389
32 2025-09-30 37.981482 19.865563 55.627329
33 2025-10-31 37.851964 19.878972 56.112679
34 2025-11-30 37.726624 19.600998 56.307997
Forecast for Europe and Product 468:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.360694 28.443853 77.414494
31 2025-08-31 53.557046 28.359929 79.052935
32 2025-09-30 53.747063 29.006595 78.603401
33 2025-10-31 53.943415 30.152765 77.075028
34 2025-11-30 54.133433 29.189636 77.683797
14:03:53 - cmdstanpy - INFO - Chain [1] start processing 14:03:53 - cmdstanpy - INFO - Chain [1] done processing 14:03:53 - cmdstanpy - INFO - Chain [1] start processing 14:03:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 469:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.142903 13.596025 48.354744
31 2025-08-31 30.689448 13.281154 47.522575
32 2025-09-30 30.250620 12.254269 46.646449
33 2025-10-31 29.797164 11.657024 46.087380
34 2025-11-30 29.358336 10.840976 47.139578
Forecast for Europe and Product 470:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.254877 18.320458 62.227323
31 2025-08-31 39.164208 17.501752 61.284363
32 2025-09-30 39.076464 18.738386 63.115651
33 2025-10-31 38.985796 17.636862 60.065767
34 2025-11-30 38.898052 17.210417 62.721433
14:03:54 - cmdstanpy - INFO - Chain [1] start processing 14:03:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 471:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.458828 30.419833 65.189981
31 2025-08-31 47.928271 29.645144 64.782181
32 2025-09-30 48.382570 32.358898 65.572806
33 2025-10-31 48.852012 31.900956 65.775073
34 2025-11-30 49.306311 31.407602 68.895197
14:03:54 - cmdstanpy - INFO - Chain [1] start processing 14:03:54 - cmdstanpy - INFO - Chain [1] done processing 14:03:54 - cmdstanpy - INFO - Chain [1] start processing 14:03:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 472:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.719055 13.912902 50.705575
31 2025-08-31 31.244335 13.199352 49.132547
32 2025-09-30 30.784928 12.581538 47.468928
33 2025-10-31 30.310208 12.118382 47.835625
34 2025-11-30 29.850801 11.849307 47.831701
Forecast for Europe and Product 473:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.945754 21.512282 51.592168
31 2025-08-31 35.769497 19.609437 50.493668
32 2025-09-30 35.598925 20.572375 50.555902
33 2025-10-31 35.422668 20.663006 51.177220
34 2025-11-30 35.252096 20.664210 50.930852
14:03:54 - cmdstanpy - INFO - Chain [1] start processing 14:03:54 - cmdstanpy - INFO - Chain [1] done processing 14:03:54 - cmdstanpy - INFO - Chain [1] start processing 14:03:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 474:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.500125 20.679223 59.270753
31 2025-08-31 40.013312 20.906375 59.932952
32 2025-09-30 40.509945 20.931454 60.361819
33 2025-10-31 41.023132 22.159073 59.140015
34 2025-11-30 41.519765 23.192294 60.376677
Forecast for Europe and Product 475:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.283935 14.795704 60.129707
31 2025-08-31 36.837405 15.671619 59.441497
32 2025-09-30 36.405279 16.306443 58.601847
33 2025-10-31 35.958749 13.834031 58.226955
34 2025-11-30 35.526623 13.868503 57.665472
14:03:55 - cmdstanpy - INFO - Chain [1] start processing 14:03:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 476:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.869304 34.005484 70.405989
31 2025-08-31 52.514886 34.641987 71.046216
32 2025-09-30 53.139643 35.633158 71.528320
33 2025-10-31 53.785225 36.573555 70.899809
34 2025-11-30 54.409982 37.572298 71.807857
14:03:55 - cmdstanpy - INFO - Chain [1] start processing 14:03:55 - cmdstanpy - INFO - Chain [1] done processing 14:03:55 - cmdstanpy - INFO - Chain [1] start processing 14:03:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 477:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.113342 29.665173 61.644737
31 2025-08-31 46.427317 29.799785 63.175306
32 2025-09-30 46.731163 30.730130 63.254778
33 2025-10-31 47.045138 29.557026 62.422674
34 2025-11-30 47.348984 30.441551 63.562314
Forecast for Europe and Product 478:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.787963 2.004163 38.801783
31 2025-08-31 20.005415 -0.223767 38.991583
32 2025-09-30 19.248111 -0.113958 38.409657
33 2025-10-31 18.465563 -0.071909 37.166774
34 2025-11-30 17.708259 -0.704634 36.315408
14:03:55 - cmdstanpy - INFO - Chain [1] start processing 14:03:55 - cmdstanpy - INFO - Chain [1] done processing 14:03:55 - cmdstanpy - INFO - Chain [1] start processing 14:03:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 479:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.733166 29.335643 68.443910
31 2025-08-31 49.996295 31.510332 70.372316
32 2025-09-30 50.250935 30.240130 70.483279
33 2025-10-31 50.514063 31.680113 70.682493
34 2025-11-30 50.768703 32.142954 71.083874
Forecast for Europe and Product 480:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.726194 38.395651 79.977512
31 2025-08-31 60.494511 38.815957 81.987507
32 2025-09-30 61.238045 40.299239 82.770342
33 2025-10-31 62.006363 40.281254 83.276850
34 2025-11-30 62.749896 40.610829 83.202872
14:03:56 - cmdstanpy - INFO - Chain [1] start processing 14:03:56 - cmdstanpy - INFO - Chain [1] done processing 14:03:56 - cmdstanpy - INFO - Chain [1] start processing 14:03:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 481:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.901168 21.099157 56.898074
31 2025-08-31 38.583755 21.348765 56.199897
32 2025-09-30 38.276581 20.025310 56.352749
33 2025-10-31 37.959167 20.226690 54.360378
34 2025-11-30 37.651993 19.412404 55.944265
Forecast for Europe and Product 482:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.100158 18.716154 64.839657
31 2025-08-31 40.845174 16.466058 63.455522
32 2025-09-30 40.598416 16.202035 64.053610
33 2025-10-31 40.343432 16.971054 64.092407
34 2025-11-30 40.096673 15.791444 63.909347
14:03:56 - cmdstanpy - INFO - Chain [1] start processing 14:03:56 - cmdstanpy - INFO - Chain [1] done processing 14:03:56 - cmdstanpy - INFO - Chain [1] start processing 14:03:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 483:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.597148 31.819160 71.276918
31 2025-08-31 51.873458 33.898295 71.511669
32 2025-09-30 52.140855 32.764588 72.241393
33 2025-10-31 52.417165 33.606314 72.202471
34 2025-11-30 52.684561 34.131659 72.075622
Forecast for Europe and Product 484:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.125880 22.209981 63.857024
31 2025-08-31 43.442673 23.622956 62.830392
32 2025-09-30 43.749248 23.498878 63.517409
33 2025-10-31 44.066041 22.072339 64.274450
34 2025-11-30 44.372616 24.903909 62.917482
14:03:56 - cmdstanpy - INFO - Chain [1] start processing 14:03:56 - cmdstanpy - INFO - Chain [1] done processing 14:03:56 - cmdstanpy - INFO - Chain [1] start processing 14:03:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 485:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.032274 24.839780 53.015368
31 2025-08-31 38.963911 24.535053 53.171542
32 2025-09-30 38.897753 25.812445 51.750891
33 2025-10-31 38.829390 26.050353 52.801008
34 2025-11-30 38.763233 25.476927 52.569751
Forecast for Europe and Product 486:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.905111 5.444555 40.694533
31 2025-08-31 22.251394 5.064688 38.920530
32 2025-09-30 21.618765 4.657435 37.458839
33 2025-10-31 20.965048 3.850135 36.911379
34 2025-11-30 20.332419 2.459473 36.748548
14:03:57 - cmdstanpy - INFO - Chain [1] start processing 14:03:57 - cmdstanpy - INFO - Chain [1] done processing 14:03:57 - cmdstanpy - INFO - Chain [1] start processing 14:03:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 487:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.180604 19.027701 57.625383
31 2025-08-31 37.905679 18.937683 58.175258
32 2025-09-30 37.639622 18.188728 58.511724
33 2025-10-31 37.364697 16.876288 57.874870
34 2025-11-30 37.098641 15.693664 55.839328
Forecast for Europe and Product 488:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.578364 21.568376 69.146358
31 2025-08-31 44.810334 22.194703 68.837673
32 2025-09-30 45.034822 21.858346 69.916159
33 2025-10-31 45.266792 23.161312 69.561083
34 2025-11-30 45.491280 22.463484 68.912352
14:03:57 - cmdstanpy - INFO - Chain [1] start processing 14:03:57 - cmdstanpy - INFO - Chain [1] done processing 14:03:57 - cmdstanpy - INFO - Chain [1] start processing 14:03:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 489:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.603511 9.424127 42.586169
31 2025-08-31 25.083773 9.144157 40.209105
32 2025-09-30 24.580800 8.393307 40.459989
33 2025-10-31 24.061061 7.801364 40.683900
34 2025-11-30 23.558088 7.135454 40.543243
Forecast for Europe and Product 490:
ds yhat yhat_lower yhat_upper
30 2025-07-31 4.685003 -15.667169 24.511223
31 2025-08-31 3.001307 -15.933159 23.803117
32 2025-09-30 1.371923 -19.397295 19.031124
33 2025-10-31 -0.311773 -20.320840 19.797342
34 2025-11-30 -1.941157 -20.968832 16.228866
14:03:57 - cmdstanpy - INFO - Chain [1] start processing 14:03:57 - cmdstanpy - INFO - Chain [1] done processing 14:03:57 - cmdstanpy - INFO - Chain [1] start processing 14:03:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 491:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.790611 5.030079 39.165635
31 2025-08-31 22.190109 4.487070 39.339232
32 2025-09-30 21.608977 3.733568 38.217987
33 2025-10-31 21.008475 3.788569 39.074024
34 2025-11-30 20.427343 3.761645 38.393377
Forecast for Europe and Product 492:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.622061 39.386255 75.996479
31 2025-08-31 57.664513 38.818198 75.326444
32 2025-09-30 58.673338 39.630377 78.478622
33 2025-10-31 59.715790 41.403053 79.404242
34 2025-11-30 60.724615 42.790104 79.671835
14:03:58 - cmdstanpy - INFO - Chain [1] start processing 14:03:58 - cmdstanpy - INFO - Chain [1] done processing 14:03:58 - cmdstanpy - INFO - Chain [1] start processing 14:03:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 493:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.859037 4.492541 47.556231
31 2025-08-31 24.294472 0.704920 45.574029
32 2025-09-30 23.748119 0.957964 45.694245
33 2025-10-31 23.183554 1.659823 44.115864
34 2025-11-30 22.637200 -0.973469 45.486004
Forecast for Europe and Product 494:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.013020 24.355664 51.916433
31 2025-08-31 38.040787 24.789310 51.670712
32 2025-09-30 38.067657 24.384715 51.619977
33 2025-10-31 38.095424 25.189127 50.931164
34 2025-11-30 38.122294 24.517741 51.432090
14:03:58 - cmdstanpy - INFO - Chain [1] start processing 14:03:58 - cmdstanpy - INFO - Chain [1] done processing 14:03:58 - cmdstanpy - INFO - Chain [1] start processing 14:03:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 495:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.574834 0.831162 36.313012
31 2025-08-31 17.492134 1.335717 34.524797
32 2025-09-30 16.444361 -0.938498 33.315463
33 2025-10-31 15.361661 -2.523709 33.700910
34 2025-11-30 14.313887 -3.003894 31.689123
Forecast for Europe and Product 496:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.379685 27.218956 60.756023
31 2025-08-31 44.439830 27.308438 61.290855
32 2025-09-30 44.498035 27.186239 61.892107
33 2025-10-31 44.558181 28.571464 61.045770
34 2025-11-30 44.616386 27.180367 61.671194
14:03:58 - cmdstanpy - INFO - Chain [1] start processing 14:03:58 - cmdstanpy - INFO - Chain [1] done processing 14:03:58 - cmdstanpy - INFO - Chain [1] start processing 14:03:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 497:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.585211 17.491509 47.828861
31 2025-08-31 32.278291 16.313596 48.455340
32 2025-09-30 31.981272 15.250383 48.235098
33 2025-10-31 31.674353 16.101438 48.847234
34 2025-11-30 31.377334 15.212983 47.041299
Forecast for Europe and Product 498:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.561854 21.961919 64.084628
31 2025-08-31 42.465661 20.338937 63.646880
32 2025-09-30 42.372570 18.562437 62.862915
33 2025-10-31 42.276377 19.802299 62.568430
34 2025-11-30 42.183286 21.878959 62.210618
14:03:59 - cmdstanpy - INFO - Chain [1] start processing 14:03:59 - cmdstanpy - INFO - Chain [1] done processing 14:03:59 - cmdstanpy - INFO - Chain [1] start processing 14:03:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 499:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.774500 13.217556 62.800874
31 2025-08-31 37.596986 12.767813 64.833024
32 2025-09-30 37.425197 13.161744 62.603680
33 2025-10-31 37.247682 11.387464 62.072531
34 2025-11-30 37.075893 12.005933 61.403259
Forecast for Europe and Product 500:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.351103 18.588518 61.187906
31 2025-08-31 40.416203 18.135787 60.525589
32 2025-09-30 40.479203 19.295826 62.188685
33 2025-10-31 40.544303 19.391386 60.726830
34 2025-11-30 40.607303 19.104510 60.416568
14:03:59 - cmdstanpy - INFO - Chain [1] start processing 14:03:59 - cmdstanpy - INFO - Chain [1] done processing 14:03:59 - cmdstanpy - INFO - Chain [1] start processing 14:03:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 501:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.022662 16.858687 55.481699
31 2025-08-31 35.977103 18.882764 54.486430
32 2025-09-30 35.933014 17.542269 53.793052
33 2025-10-31 35.887455 18.259367 53.566328
34 2025-11-30 35.843366 18.641746 54.754921
Forecast for Europe and Product 502:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.608567 46.004516 70.225356
31 2025-08-31 58.585013 46.641192 70.608718
32 2025-09-30 59.529960 47.027731 71.098206
33 2025-10-31 60.506405 48.696730 72.936931
34 2025-11-30 61.451352 49.676864 73.562047
14:03:59 - cmdstanpy - INFO - Chain [1] start processing 14:03:59 - cmdstanpy - INFO - Chain [1] done processing 14:03:59 - cmdstanpy - INFO - Chain [1] start processing 14:04:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 503:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.496484 -6.449413 45.571417
31 2025-08-31 17.108844 -6.805162 42.673513
32 2025-09-30 15.765967 -9.740232 43.555573
33 2025-10-31 14.378327 -11.382813 39.965670
34 2025-11-30 13.035449 -12.454360 38.632501
Forecast for Europe and Product 504:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.932473 39.680396 74.956839
31 2025-08-31 57.704727 39.183890 76.845900
32 2025-09-30 58.452070 38.452312 76.361950
33 2025-10-31 59.224323 40.214326 77.251606
34 2025-11-30 59.971666 41.045483 78.161807
14:04:00 - cmdstanpy - INFO - Chain [1] start processing 14:04:00 - cmdstanpy - INFO - Chain [1] done processing 14:04:00 - cmdstanpy - INFO - Chain [1] start processing 14:04:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 505:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.359108 24.734763 63.534156
31 2025-08-31 44.439110 23.113731 64.128052
32 2025-09-30 44.516531 24.019296 63.754573
33 2025-10-31 44.596533 23.796944 64.287149
34 2025-11-30 44.673955 23.288103 65.589097
Forecast for Europe and Product 506:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.484322 39.682157 78.120590
31 2025-08-31 60.449188 41.093549 80.230978
32 2025-09-30 61.382928 42.312098 79.644718
33 2025-10-31 62.347794 42.603115 81.114391
34 2025-11-30 63.281534 44.975970 83.974953
14:04:00 - cmdstanpy - INFO - Chain [1] start processing 14:04:00 - cmdstanpy - INFO - Chain [1] done processing 14:04:00 - cmdstanpy - INFO - Chain [1] start processing 14:04:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 507:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.445461 18.753833 56.014933
31 2025-08-31 37.267102 17.400950 56.253184
32 2025-09-30 37.094497 17.667980 55.794154
33 2025-10-31 36.916138 17.411265 56.389152
34 2025-11-30 36.743533 17.514739 54.868106
Forecast for Europe and Product 508:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.903952 2.171795 45.735701
31 2025-08-31 23.952279 3.030885 46.535267
32 2025-09-30 23.031305 1.300347 46.367780
33 2025-10-31 22.079631 -1.019217 44.578368
34 2025-11-30 21.158657 -0.452072 41.038717
14:04:00 - cmdstanpy - INFO - Chain [1] start processing 14:04:00 - cmdstanpy - INFO - Chain [1] done processing 14:04:01 - cmdstanpy - INFO - Chain [1] start processing 14:04:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 509:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.563080 23.255097 62.686139
31 2025-08-31 41.257111 21.327543 59.354845
32 2025-09-30 40.961011 20.217274 61.107612
33 2025-10-31 40.655042 21.069494 59.859542
34 2025-11-30 40.358943 21.086654 60.600794
Forecast for Europe and Product 510:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.173317 6.556615 42.302758
31 2025-08-31 23.295129 6.762026 41.135232
32 2025-09-30 22.445269 4.084112 40.369303
33 2025-10-31 21.567081 3.641844 38.232979
34 2025-11-30 20.717221 3.825436 38.961341
14:04:01 - cmdstanpy - INFO - Chain [1] start processing 14:04:01 - cmdstanpy - INFO - Chain [1] done processing 14:04:01 - cmdstanpy - INFO - Chain [1] start processing 14:04:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 511:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.337201 15.246496 49.224413
31 2025-08-31 31.989495 12.991566 49.446179
32 2025-09-30 31.653004 14.656978 49.540938
33 2025-10-31 31.305298 13.524412 48.751172
34 2025-11-30 30.968808 13.343769 47.447024
14:04:01 - cmdstanpy - INFO - Chain [1] start processing 14:04:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 512:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.248791 26.098479 59.014126
31 2025-08-31 42.603873 26.470044 57.972799
32 2025-09-30 42.947502 27.365474 59.250038
33 2025-10-31 43.302585 27.758960 60.051365
34 2025-11-30 43.646213 28.830808 58.939713
Forecast for Europe and Product 513:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.106854 15.976778 51.057001
31 2025-08-31 32.766558 16.430805 49.815087
32 2025-09-30 32.437239 14.497093 49.601133
33 2025-10-31 32.096943 14.877463 48.832150
34 2025-11-30 31.767625 15.129098 49.664260
14:04:01 - cmdstanpy - INFO - Chain [1] start processing 14:04:01 - cmdstanpy - INFO - Chain [1] done processing 14:04:02 - cmdstanpy - INFO - Chain [1] start processing 14:04:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 514:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.304468 7.804396 55.916562
31 2025-08-31 32.717844 9.201019 56.027645
32 2025-09-30 32.150143 7.737879 53.645305
33 2025-10-31 31.563519 9.019364 55.330311
34 2025-11-30 30.995819 6.450071 54.098762
Forecast for Europe and Product 515:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.751292 -6.690982 47.411534
31 2025-08-31 18.601507 -8.704224 45.621944
32 2025-09-30 17.488812 -10.198356 44.921197
33 2025-10-31 16.339028 -12.687314 42.708416
34 2025-11-30 15.226333 -9.595201 42.217973
14:04:02 - cmdstanpy - INFO - Chain [1] start processing 14:04:02 - cmdstanpy - INFO - Chain [1] done processing 14:04:02 - cmdstanpy - INFO - Chain [1] start processing 14:04:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 516:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.205302 2.766419 45.935927
31 2025-08-31 24.580334 1.980341 47.309565
32 2025-09-30 23.975527 0.726456 44.786934
33 2025-10-31 23.350560 0.998810 45.181550
34 2025-11-30 22.745753 0.526348 44.962759
Forecast for Europe and Product 517:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.815532 11.821622 63.568334
31 2025-08-31 38.682449 14.747988 63.176999
32 2025-09-30 38.553658 14.715966 63.015634
33 2025-10-31 38.420575 14.068210 63.839370
34 2025-11-30 38.291784 11.824962 63.985134
14:04:02 - cmdstanpy - INFO - Chain [1] start processing 14:04:02 - cmdstanpy - INFO - Chain [1] done processing 14:04:02 - cmdstanpy - INFO - Chain [1] start processing 14:04:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 518:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.362769 22.318852 66.346454
31 2025-08-31 43.639624 22.069526 65.551240
32 2025-09-30 43.907548 21.081116 67.683489
33 2025-10-31 44.184402 22.343055 67.535327
34 2025-11-30 44.452326 21.157177 68.155278
Forecast for Europe and Product 519:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.745571 14.635299 51.669093
31 2025-08-31 32.412215 12.762934 51.836947
32 2025-09-30 32.089612 13.578479 51.157071
33 2025-10-31 31.756255 14.285945 52.351745
34 2025-11-30 31.433652 12.872965 49.486556
14:04:02 - cmdstanpy - INFO - Chain [1] start processing 14:04:02 - cmdstanpy - INFO - Chain [1] done processing 14:04:03 - cmdstanpy - INFO - Chain [1] start processing 14:04:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 520:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.312597 20.155996 54.369254
31 2025-08-31 38.656661 22.906677 55.213712
32 2025-09-30 38.989626 22.246310 55.938323
33 2025-10-31 39.333689 22.136445 55.815955
34 2025-11-30 39.666654 21.732466 56.570408
Forecast for Europe and Product 521:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.275260 17.583272 52.927932
31 2025-08-31 35.091803 17.592687 52.452676
32 2025-09-30 34.914265 17.122662 51.791748
33 2025-10-31 34.730809 16.444094 51.568037
34 2025-11-30 34.553271 16.074575 52.612045
14:04:03 - cmdstanpy - INFO - Chain [1] start processing 14:04:03 - cmdstanpy - INFO - Chain [1] done processing 14:04:03 - cmdstanpy - INFO - Chain [1] start processing 14:04:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 522:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.910106 20.182021 65.712986
31 2025-08-31 42.847380 18.603010 65.550766
32 2025-09-30 42.786677 21.087661 65.998101
33 2025-10-31 42.723950 18.853561 66.835567
34 2025-11-30 42.663247 20.563650 66.118082
Forecast for Europe and Product 523:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.781701 24.343283 63.285280
31 2025-08-31 44.038109 24.259869 62.374672
32 2025-09-30 44.286246 27.487948 64.063547
33 2025-10-31 44.542654 26.251629 63.125998
34 2025-11-30 44.790791 26.620880 63.544089
14:04:03 - cmdstanpy - INFO - Chain [1] start processing 14:04:03 - cmdstanpy - INFO - Chain [1] done processing 14:04:03 - cmdstanpy - INFO - Chain [1] start processing 14:04:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 524:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.991180 21.772285 65.278732
31 2025-08-31 44.153947 23.626296 67.224976
32 2025-09-30 44.311463 21.649713 66.901431
33 2025-10-31 44.474230 20.562605 66.365320
34 2025-11-30 44.631746 21.177582 67.575931
Forecast for Europe and Product 525:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.114070 12.163601 52.367238
31 2025-08-31 32.737114 11.777319 52.970374
32 2025-09-30 32.372317 11.776866 51.099778
33 2025-10-31 31.995361 13.340930 52.513480
34 2025-11-30 31.630565 14.178049 52.585198
14:04:03 - cmdstanpy - INFO - Chain [1] start processing 14:04:03 - cmdstanpy - INFO - Chain [1] done processing 14:04:04 - cmdstanpy - INFO - Chain [1] start processing 14:04:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 526:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.929909 32.993770 65.982825
31 2025-08-31 49.212093 30.750888 67.219996
32 2025-09-30 49.485174 32.869183 66.545417
33 2025-10-31 49.767359 33.550125 66.895301
34 2025-11-30 50.040440 32.536620 66.946375
Forecast for Europe and Product 527:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.939316 18.003248 50.491108
31 2025-08-31 35.026490 19.149598 50.548254
32 2025-09-30 35.110851 19.543090 50.185919
33 2025-10-31 35.198024 19.261009 50.818196
34 2025-11-30 35.282386 19.671426 51.565946
14:04:04 - cmdstanpy - INFO - Chain [1] start processing 14:04:04 - cmdstanpy - INFO - Chain [1] done processing 14:04:04 - cmdstanpy - INFO - Chain [1] start processing 14:04:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 528:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.902947 15.046749 53.938793
31 2025-08-31 33.603140 14.337383 53.420289
32 2025-09-30 33.313005 13.088246 54.645315
33 2025-10-31 33.013199 13.393834 52.914823
34 2025-11-30 32.723064 12.278337 52.437074
Forecast for Europe and Product 529:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.677859 9.127341 54.841473
31 2025-08-31 31.176038 8.584999 53.950720
32 2025-09-30 30.690404 5.881659 52.555295
33 2025-10-31 30.188583 6.677596 51.798362
34 2025-11-30 29.702950 8.677322 51.876316
14:04:04 - cmdstanpy - INFO - Chain [1] start processing 14:04:04 - cmdstanpy - INFO - Chain [1] done processing 14:04:04 - cmdstanpy - INFO - Chain [1] start processing 14:04:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 530:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.465203 17.865137 62.915297
31 2025-08-31 40.634592 18.376743 64.004179
32 2025-09-30 40.798516 18.074811 63.140910
33 2025-10-31 40.967905 17.052284 62.695940
34 2025-11-30 41.131829 18.120975 62.604179
Forecast for Europe and Product 531:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.697292 11.370292 55.821860
31 2025-08-31 32.388379 8.802177 54.635620
32 2025-09-30 32.089431 8.732318 55.682334
33 2025-10-31 31.780518 10.446362 54.173112
34 2025-11-30 31.481570 9.500538 53.244533
14:04:04 - cmdstanpy - INFO - Chain [1] start processing 14:04:04 - cmdstanpy - INFO - Chain [1] done processing 14:04:05 - cmdstanpy - INFO - Chain [1] start processing 14:04:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 532:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.683063 13.775228 51.257117
31 2025-08-31 31.308960 13.105516 50.390096
32 2025-09-30 30.946925 11.345860 47.845063
33 2025-10-31 30.572822 11.199034 48.952034
34 2025-11-30 30.210787 10.909723 47.940772
Forecast for Europe and Product 533:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.786589 21.776667 55.587100
31 2025-08-31 38.702476 23.630491 55.043637
32 2025-09-30 38.621077 20.935858 55.396004
33 2025-10-31 38.536964 20.668795 55.398732
34 2025-11-30 38.455565 21.585088 55.259454
14:04:05 - cmdstanpy - INFO - Chain [1] start processing 14:04:05 - cmdstanpy - INFO - Chain [1] done processing 14:04:05 - cmdstanpy - INFO - Chain [1] start processing 14:04:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 534:
ds yhat yhat_lower yhat_upper
30 2025-07-31 13.985158 0.568374 25.560328
31 2025-08-31 13.058442 0.265740 27.260754
32 2025-09-30 12.161619 -1.077946 24.345136
33 2025-10-31 11.234903 -1.579683 23.871254
34 2025-11-30 10.338080 -2.269485 23.586240
Forecast for Europe and Product 535:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.436318 17.026488 50.644057
31 2025-08-31 33.019975 15.615195 49.047527
32 2025-09-30 32.617062 16.546954 51.037307
33 2025-10-31 32.200719 14.199110 48.717576
34 2025-11-30 31.797807 14.434754 49.716555
14:04:05 - cmdstanpy - INFO - Chain [1] start processing 14:04:05 - cmdstanpy - INFO - Chain [1] done processing 14:04:05 - cmdstanpy - INFO - Chain [1] start processing 14:04:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 536:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.621297 17.501649 52.684429
31 2025-08-31 34.610642 15.352130 53.149074
32 2025-09-30 34.600330 15.693334 51.450925
33 2025-10-31 34.589675 15.400359 51.123185
34 2025-11-30 34.579364 16.860481 52.228442
Forecast for Europe and Product 537:
ds yhat yhat_lower yhat_upper
30 2025-07-31 66.180073 49.459802 81.790988
31 2025-08-31 67.282352 48.499300 83.622576
32 2025-09-30 68.349074 51.814561 85.267233
33 2025-10-31 69.451354 52.384205 86.301171
34 2025-11-30 70.518076 53.257953 87.834321
14:04:05 - cmdstanpy - INFO - Chain [1] start processing 14:04:05 - cmdstanpy - INFO - Chain [1] done processing 14:04:06 - cmdstanpy - INFO - Chain [1] start processing 14:04:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 538:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.227183 9.903009 48.066899
31 2025-08-31 29.666271 10.711491 49.645937
32 2025-09-30 29.123453 9.971649 47.680357
33 2025-10-31 28.562541 9.902360 47.536118
34 2025-11-30 28.019723 8.898980 46.714137
Forecast for Europe and Product 539:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.291739 13.830938 54.719851
31 2025-08-31 33.969627 13.516044 54.668194
32 2025-09-30 33.657906 12.203424 54.990313
33 2025-10-31 33.335795 12.086701 54.469575
34 2025-11-30 33.024074 11.335313 53.801781
14:04:06 - cmdstanpy - INFO - Chain [1] start processing 14:04:06 - cmdstanpy - INFO - Chain [1] done processing 14:04:06 - cmdstanpy - INFO - Chain [1] start processing 14:04:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 540:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.994052 18.283816 54.642763
31 2025-08-31 36.039104 17.997423 55.230803
32 2025-09-30 36.082703 17.336523 55.272006
33 2025-10-31 36.127755 16.681414 54.891852
34 2025-11-30 36.171354 16.394535 53.901064
Forecast for Europe and Product 541:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.196157 25.962009 59.927305
31 2025-08-31 43.523843 25.401054 60.054785
32 2025-09-30 43.840959 26.850547 61.809000
33 2025-10-31 44.168645 26.675315 61.742752
34 2025-11-30 44.485761 27.004372 62.018659
14:04:06 - cmdstanpy - INFO - Chain [1] start processing 14:04:06 - cmdstanpy - INFO - Chain [1] done processing 14:04:06 - cmdstanpy - INFO - Chain [1] start processing 14:04:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 542:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.388596 10.582196 49.895848
31 2025-08-31 30.873820 9.465373 49.262631
32 2025-09-30 30.375649 10.402243 52.381716
33 2025-10-31 29.860872 9.916825 49.366136
34 2025-11-30 29.362701 8.712160 48.184441
Forecast for Europe and Product 543:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.302863 1.908509 50.283893
31 2025-08-31 26.755732 0.826361 49.323963
32 2025-09-30 26.226249 1.831093 49.900018
33 2025-10-31 25.679118 0.178009 50.560999
34 2025-11-30 25.149635 0.387749 48.845580
14:04:06 - cmdstanpy - INFO - Chain [1] start processing 14:04:07 - cmdstanpy - INFO - Chain [1] done processing 14:04:07 - cmdstanpy - INFO - Chain [1] start processing 14:04:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 544:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.663106 8.131425 45.273098
31 2025-08-31 25.060014 4.976038 43.746016
32 2025-09-30 24.476377 5.259514 43.263849
33 2025-10-31 23.873285 3.852700 43.529714
34 2025-11-30 23.289648 3.868459 43.687570
Forecast for Europe and Product 545:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.519722 25.901876 64.462434
31 2025-08-31 45.898802 25.748111 64.653573
32 2025-09-30 46.265653 28.021734 66.667828
33 2025-10-31 46.644732 26.336705 66.451871
34 2025-11-30 47.011583 26.270144 66.851328
14:04:07 - cmdstanpy - INFO - Chain [1] start processing 14:04:07 - cmdstanpy - INFO - Chain [1] done processing 14:04:07 - cmdstanpy - INFO - Chain [1] start processing 14:04:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 546:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.691895 21.387246 53.639775
31 2025-08-31 37.680004 21.291684 53.782186
32 2025-09-30 37.668497 21.438392 54.333159
33 2025-10-31 37.656606 19.452453 52.774504
34 2025-11-30 37.645099 21.303482 53.629884
Forecast for Europe and Product 547:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.568631 21.506662 54.859355
31 2025-08-31 37.399960 20.512517 54.090727
32 2025-09-30 37.236730 21.122659 54.280637
33 2025-10-31 37.068059 19.684858 53.864730
34 2025-11-30 36.904829 20.135597 53.055279
14:04:07 - cmdstanpy - INFO - Chain [1] start processing 14:04:07 - cmdstanpy - INFO - Chain [1] done processing 14:04:07 - cmdstanpy - INFO - Chain [1] start processing 14:04:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 548:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.356861 18.065476 63.785012
31 2025-08-31 40.107173 19.419920 62.460048
32 2025-09-30 39.865540 19.209544 62.143242
33 2025-10-31 39.615853 16.288609 62.205796
34 2025-11-30 39.374220 17.094528 60.830451
Forecast for Europe and Product 549:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.055781 12.014097 52.846185
31 2025-08-31 31.674372 10.902387 50.838653
32 2025-09-30 31.305266 11.364289 51.519063
33 2025-10-31 30.923857 10.053375 51.582190
34 2025-11-30 30.554751 10.425818 49.273953
14:04:08 - cmdstanpy - INFO - Chain [1] start processing 14:04:08 - cmdstanpy - INFO - Chain [1] done processing 14:04:08 - cmdstanpy - INFO - Chain [1] start processing 14:04:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 550:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.336261 29.917803 71.128452
31 2025-08-31 50.672360 28.919538 72.452132
32 2025-09-30 50.997617 30.623759 71.278983
33 2025-10-31 51.333716 30.646890 71.253588
34 2025-11-30 51.658974 32.751746 71.300484
Forecast for Europe and Product 551:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.550112 13.322655 50.231167
31 2025-08-31 31.330497 11.069253 49.436677
32 2025-09-30 31.117967 11.707822 50.521604
33 2025-10-31 30.898352 12.130092 50.616412
34 2025-11-30 30.685821 10.813635 49.088848
14:04:08 - cmdstanpy - INFO - Chain [1] start processing 14:04:08 - cmdstanpy - INFO - Chain [1] done processing 14:04:08 - cmdstanpy - INFO - Chain [1] start processing 14:04:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 552:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.367059 13.162650 57.687802
31 2025-08-31 35.237880 15.120532 56.800813
32 2025-09-30 35.112868 14.611924 57.170200
33 2025-10-31 34.983688 11.789550 56.460259
34 2025-11-30 34.858676 14.449275 56.446447
Forecast for Europe and Product 553:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.750802 16.189643 59.681538
31 2025-08-31 39.005594 17.128564 61.608001
32 2025-09-30 39.252167 16.785590 60.903595
33 2025-10-31 39.506958 17.224492 60.122318
34 2025-11-30 39.753531 17.055598 61.464531
14:04:08 - cmdstanpy - INFO - Chain [1] start processing 14:04:08 - cmdstanpy - INFO - Chain [1] done processing 14:04:08 - cmdstanpy - INFO - Chain [1] start processing 14:04:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 554:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.130213 4.294441 50.551212
31 2025-08-31 27.557034 4.152605 50.482220
32 2025-09-30 27.002346 5.782392 48.385942
33 2025-10-31 26.429167 4.368742 49.412483
34 2025-11-30 25.874478 4.429492 47.899096
14:04:09 - cmdstanpy - INFO - Chain [1] start processing 14:04:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 555:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.105583 22.494388 55.489594
31 2025-08-31 39.122528 22.756894 55.495695
32 2025-09-30 39.138927 22.003407 54.096287
33 2025-10-31 39.155872 22.352452 56.363894
34 2025-11-30 39.172270 23.081751 55.637720
Forecast for Europe and Product 556:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.661306 23.238782 52.417458
31 2025-08-31 37.763529 22.938719 53.063380
32 2025-09-30 37.862455 22.875573 52.327735
33 2025-10-31 37.964679 24.011715 52.228595
34 2025-11-30 38.063605 24.032665 53.283121
14:04:09 - cmdstanpy - INFO - Chain [1] start processing 14:04:09 - cmdstanpy - INFO - Chain [1] done processing 14:04:09 - cmdstanpy - INFO - Chain [1] start processing 14:04:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 557:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.734487 24.186397 59.959965
31 2025-08-31 41.624582 24.361410 59.780280
32 2025-09-30 41.518222 23.653508 58.826981
33 2025-10-31 41.408318 22.782142 58.312928
34 2025-11-30 41.301958 22.964276 58.556667
Forecast for Europe and Product 558:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.872575 23.685292 63.030259
31 2025-08-31 42.803030 22.668020 61.760452
32 2025-09-30 42.735728 24.463833 60.927948
33 2025-10-31 42.666182 23.072233 61.154372
34 2025-11-30 42.598880 22.200507 63.105899
14:04:09 - cmdstanpy - INFO - Chain [1] start processing 14:04:09 - cmdstanpy - INFO - Chain [1] done processing 14:04:09 - cmdstanpy - INFO - Chain [1] start processing 14:04:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 559:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.519870 20.332943 61.503694
31 2025-08-31 40.547695 20.088654 62.917116
32 2025-09-30 40.574623 20.389957 60.793139
33 2025-10-31 40.602448 19.570829 59.813363
34 2025-11-30 40.629376 20.520270 61.784661
Forecast for Europe and Product 560:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.833617 46.645239 73.046961
31 2025-08-31 60.824921 48.544712 74.198969
32 2025-09-30 61.784247 48.880273 74.807364
33 2025-10-31 62.775551 49.979390 77.356992
34 2025-11-30 63.734877 50.597511 77.344482
14:04:09 - cmdstanpy - INFO - Chain [1] start processing 14:04:10 - cmdstanpy - INFO - Chain [1] done processing 14:04:10 - cmdstanpy - INFO - Chain [1] start processing 14:04:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 561:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.702423 9.087955 53.029285
31 2025-08-31 32.262754 10.485190 52.795445
32 2025-09-30 31.837268 8.654789 52.424861
33 2025-10-31 31.397599 11.075158 53.494082
34 2025-11-30 30.972112 8.682664 53.049506
Forecast for Europe and Product 562:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.818906 8.187946 56.044526
31 2025-08-31 31.505930 9.122664 54.799028
32 2025-09-30 31.203049 7.881144 54.635832
33 2025-10-31 30.890073 8.631238 53.882219
34 2025-11-30 30.587192 7.538842 52.882969
14:04:10 - cmdstanpy - INFO - Chain [1] start processing 14:04:10 - cmdstanpy - INFO - Chain [1] done processing 14:04:10 - cmdstanpy - INFO - Chain [1] start processing 14:04:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 563:
ds yhat yhat_lower yhat_upper
30 2025-07-31 14.663660 -5.598876 33.039526
31 2025-08-31 13.068484 -6.518546 33.158026
32 2025-09-30 11.524765 -8.128046 30.655210
33 2025-10-31 9.929589 -9.841425 29.122233
34 2025-11-30 8.385870 -10.815961 27.716365
Forecast for Europe and Product 564:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.495780 18.215125 59.285629
31 2025-08-31 38.303514 18.198430 59.452800
32 2025-09-30 38.117451 18.543956 59.044415
33 2025-10-31 37.925185 16.600330 58.968193
34 2025-11-30 37.739121 17.580179 59.179503
14:04:10 - cmdstanpy - INFO - Chain [1] start processing 14:04:10 - cmdstanpy - INFO - Chain [1] done processing 14:04:10 - cmdstanpy - INFO - Chain [1] start processing 14:04:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 565:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.661051 16.621478 53.323369
31 2025-08-31 34.340109 16.765243 53.345823
32 2025-09-30 34.029520 14.734943 52.434111
33 2025-10-31 33.708577 14.416683 51.138596
34 2025-11-30 33.397988 15.792014 52.056431
Forecast for Europe and Product 566:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.506719 11.095257 57.959716
31 2025-08-31 34.126283 11.553778 58.740494
32 2025-09-30 33.758120 10.264736 57.038531
33 2025-10-31 33.377684 10.129045 56.943566
34 2025-11-30 33.009521 8.549478 56.063297
14:04:10 - cmdstanpy - INFO - Chain [1] start processing 14:04:11 - cmdstanpy - INFO - Chain [1] done processing 14:04:11 - cmdstanpy - INFO - Chain [1] start processing 14:04:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 567:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.679322 15.214445 51.834296
31 2025-08-31 33.224290 13.301666 52.727239
32 2025-09-30 32.783937 13.337933 51.317322
33 2025-10-31 32.328905 13.088067 52.481952
34 2025-11-30 31.888551 12.714008 50.835202
Forecast for Europe and Product 568:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.370997 24.335359 72.525272
31 2025-08-31 47.643706 23.923859 72.293030
32 2025-09-30 47.907617 23.212533 70.832021
33 2025-10-31 48.180326 24.490845 73.764783
34 2025-11-30 48.444238 25.641131 72.591218
14:04:11 - cmdstanpy - INFO - Chain [1] start processing 14:04:11 - cmdstanpy - INFO - Chain [1] done processing 14:04:11 - cmdstanpy - INFO - Chain [1] start processing 14:04:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 569:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.343171 13.256684 54.982244
31 2025-08-31 33.933514 13.200404 55.870184
32 2025-09-30 33.537072 12.490410 54.351866
33 2025-10-31 33.127415 9.354205 53.782967
34 2025-11-30 32.730972 10.311147 55.330913
Forecast for Europe and Product 570:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.124470 12.281194 50.940497
31 2025-08-31 31.576743 13.562045 51.955970
32 2025-09-30 31.046685 11.912335 50.284740
33 2025-10-31 30.498958 12.292623 48.825152
34 2025-11-30 29.968899 10.871207 49.819925
14:04:11 - cmdstanpy - INFO - Chain [1] start processing 14:04:11 - cmdstanpy - INFO - Chain [1] done processing 14:04:11 - cmdstanpy - INFO - Chain [1] start processing 14:04:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 571:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.571438 11.181150 47.061581
31 2025-08-31 29.133338 10.819610 47.283099
32 2025-09-30 28.709371 11.168516 47.272590
33 2025-10-31 28.271271 10.448542 47.351584
34 2025-11-30 27.847304 7.960537 46.835166
Forecast for Europe and Product 572:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.216422 23.275540 56.769715
31 2025-08-31 39.981873 23.304982 57.761192
32 2025-09-30 39.754889 22.344015 57.445005
33 2025-10-31 39.520339 22.098052 56.406816
34 2025-11-30 39.293356 21.811653 56.702529
14:04:11 - cmdstanpy - INFO - Chain [1] start processing 14:04:12 - cmdstanpy - INFO - Chain [1] done processing 14:04:12 - cmdstanpy - INFO - Chain [1] start processing 14:04:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 573:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.333875 19.082438 58.227551
31 2025-08-31 40.288995 19.597816 59.981140
32 2025-09-30 40.245562 20.891050 61.282389
33 2025-10-31 40.200681 20.074464 60.838378
34 2025-11-30 40.157249 18.867762 61.252245
Forecast for Europe and Product 574:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.240161 9.587038 42.772297
31 2025-08-31 25.509890 8.812802 42.406469
32 2025-09-30 24.803176 9.859484 40.935708
33 2025-10-31 24.072905 7.146385 40.373088
34 2025-11-30 23.366192 7.704101 40.818777
14:04:12 - cmdstanpy - INFO - Chain [1] start processing 14:04:12 - cmdstanpy - INFO - Chain [1] done processing 14:04:12 - cmdstanpy - INFO - Chain [1] start processing 14:04:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 575:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.471614 15.118934 54.389337
31 2025-08-31 34.010016 14.834686 53.831240
32 2025-09-30 33.563309 11.922319 53.085230
33 2025-10-31 33.101711 15.010445 53.713676
34 2025-11-30 32.655004 13.354250 53.073328
Forecast for Europe and Product 576:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.721310 42.175524 76.816183
31 2025-08-31 60.459354 43.727061 76.947322
32 2025-09-30 61.173591 43.660963 78.515965
33 2025-10-31 61.911636 44.682709 79.077348
34 2025-11-30 62.625873 44.187408 78.663958
14:04:12 - cmdstanpy - INFO - Chain [1] start processing 14:04:12 - cmdstanpy - INFO - Chain [1] done processing 14:04:12 - cmdstanpy - INFO - Chain [1] start processing 14:04:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 577:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.671113 18.008421 58.687408
31 2025-08-31 37.502676 16.948406 58.860085
32 2025-09-30 37.339673 17.970541 59.075513
33 2025-10-31 37.171237 16.572283 56.800235
34 2025-11-30 37.008234 17.290860 59.282100
Forecast for Europe and Product 578:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.442668 17.807354 52.262449
31 2025-08-31 35.271080 17.477714 51.732177
32 2025-09-30 35.105027 18.273741 52.175919
33 2025-10-31 34.933439 18.173716 52.319654
34 2025-11-30 34.767387 17.164663 51.868638
14:04:13 - cmdstanpy - INFO - Chain [1] start processing 14:04:13 - cmdstanpy - INFO - Chain [1] done processing 14:04:13 - cmdstanpy - INFO - Chain [1] start processing 14:04:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 579:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.521409 37.459913 70.343915
31 2025-08-31 54.382478 37.566300 71.315765
32 2025-09-30 55.215771 38.738268 72.728434
33 2025-10-31 56.076840 38.750142 73.309563
34 2025-11-30 56.910133 40.193862 74.485109
Forecast for Europe and Product 580:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.468245 23.176772 52.292874
31 2025-08-31 37.605786 23.830979 53.723952
32 2025-09-30 37.738889 23.305145 52.678616
33 2025-10-31 37.876430 22.066883 52.105082
34 2025-11-30 38.009533 23.846622 53.662089
14:04:13 - cmdstanpy - INFO - Chain [1] start processing 14:04:13 - cmdstanpy - INFO - Chain [1] done processing 14:04:13 - cmdstanpy - INFO - Chain [1] start processing 14:04:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 581:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.493035 8.315964 50.802949
31 2025-08-31 30.212842 8.452615 51.567290
32 2025-09-30 29.941689 9.369936 52.196907
33 2025-10-31 29.661496 9.997603 50.376696
34 2025-11-30 29.390342 9.499281 51.431411
Forecast for Europe and Product 582:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.931220 14.351697 53.173590
31 2025-08-31 33.812884 15.519447 53.576235
32 2025-09-30 33.698365 16.315064 50.977645
33 2025-10-31 33.580029 14.307030 52.059671
34 2025-11-30 33.465510 14.389650 53.506526
14:04:13 - cmdstanpy - INFO - Chain [1] start processing 14:04:13 - cmdstanpy - INFO - Chain [1] done processing 14:04:13 - cmdstanpy - INFO - Chain [1] start processing 14:04:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 583:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.624520 17.225280 60.590537
31 2025-08-31 38.879558 17.466234 59.585120
32 2025-09-30 39.126368 18.138986 59.722350
33 2025-10-31 39.381406 19.969690 59.536668
34 2025-11-30 39.628217 19.031177 60.251126
Forecast for Europe and Product 584:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.512773 35.106649 69.885817
31 2025-08-31 54.256620 36.791244 71.537975
32 2025-09-30 54.976473 37.604983 70.821020
33 2025-10-31 55.720321 38.909628 72.569490
34 2025-11-30 56.440173 38.506598 74.087310
14:04:14 - cmdstanpy - INFO - Chain [1] start processing 14:04:14 - cmdstanpy - INFO - Chain [1] done processing 14:04:14 - cmdstanpy - INFO - Chain [1] start processing 14:04:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 585:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.678290 24.851186 54.850440
31 2025-08-31 39.801210 23.795239 54.851482
32 2025-09-30 39.920166 23.900765 57.028571
33 2025-10-31 40.043086 24.580976 55.707685
34 2025-11-30 40.162041 23.962758 56.015867
Forecast for Europe and Product 586:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.932189 10.350474 42.321639
31 2025-08-31 25.381138 9.928156 40.151009
32 2025-09-30 24.847862 9.237484 40.789863
33 2025-10-31 24.296811 8.832079 39.773978
34 2025-11-30 23.763536 8.467257 39.192780
14:04:14 - cmdstanpy - INFO - Chain [1] start processing 14:04:14 - cmdstanpy - INFO - Chain [1] done processing 14:04:14 - cmdstanpy - INFO - Chain [1] start processing 14:04:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 587:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.665271 22.172350 68.452928
31 2025-08-31 44.680108 22.696022 68.443773
32 2025-09-30 44.694466 21.705543 66.360374
33 2025-10-31 44.709302 22.196801 68.214365
34 2025-11-30 44.723660 21.912299 68.137187
Forecast for Europe and Product 588:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.279053 38.445793 72.012531
31 2025-08-31 56.205364 38.386419 72.158613
32 2025-09-30 57.101794 40.365272 74.037876
33 2025-10-31 58.028106 41.660005 74.857015
34 2025-11-30 58.924536 40.665433 75.838552
14:04:14 - cmdstanpy - INFO - Chain [1] start processing 14:04:14 - cmdstanpy - INFO - Chain [1] done processing 14:04:14 - cmdstanpy - INFO - Chain [1] start processing 14:04:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 589:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.230712 28.293451 60.449833
31 2025-08-31 44.511197 28.104949 60.300374
32 2025-09-30 44.782634 27.956511 60.818542
33 2025-10-31 45.063119 28.425352 61.687347
34 2025-11-30 45.334556 29.716708 61.869371
Forecast for Europe and Product 590:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.559382 9.229074 54.357254
31 2025-08-31 32.167724 10.685192 54.470956
32 2025-09-30 31.788700 10.417826 56.753246
33 2025-10-31 31.397042 6.406268 52.611622
34 2025-11-30 31.018018 7.843881 52.144753
14:04:15 - cmdstanpy - INFO - Chain [1] start processing 14:04:15 - cmdstanpy - INFO - Chain [1] done processing 14:04:15 - cmdstanpy - INFO - Chain [1] start processing 14:04:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 591:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.880569 8.844333 50.527642
31 2025-08-31 29.401048 9.355229 49.650872
32 2025-09-30 28.936995 9.018512 49.024752
33 2025-10-31 28.457474 9.654950 46.654371
34 2025-11-30 27.993421 7.656348 46.674988
Forecast for Europe and Product 592:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.466494 14.648469 48.130453
31 2025-08-31 31.012910 14.841183 47.742111
32 2025-09-30 30.573959 14.770321 45.906552
33 2025-10-31 30.120375 13.402592 46.592083
34 2025-11-30 29.681423 12.871262 46.325427
14:04:15 - cmdstanpy - INFO - Chain [1] start processing 14:04:15 - cmdstanpy - INFO - Chain [1] done processing 14:04:15 - cmdstanpy - INFO - Chain [1] start processing 14:04:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 593:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.225342 23.539858 54.509438
31 2025-08-31 39.347033 23.904260 55.174986
32 2025-09-30 39.464798 23.144973 54.454045
33 2025-10-31 39.586489 25.434647 55.653455
34 2025-11-30 39.704254 23.889010 55.760586
Forecast for Europe and Product 594:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.924926 33.028178 67.237228
31 2025-08-31 51.511559 33.861272 68.193804
32 2025-09-30 52.079268 35.166376 68.917860
33 2025-10-31 52.665901 36.635638 69.451291
34 2025-11-30 53.233610 36.755809 70.787784
14:04:15 - cmdstanpy - INFO - Chain [1] start processing 14:04:15 - cmdstanpy - INFO - Chain [1] done processing 14:04:15 - cmdstanpy - INFO - Chain [1] start processing 14:04:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 595:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.883349 11.433011 52.645930
31 2025-08-31 32.396728 13.493975 52.665883
32 2025-09-30 31.925805 11.148640 51.902872
33 2025-10-31 31.439184 13.837348 49.244166
34 2025-11-30 30.968260 11.336080 49.879398
Forecast for Europe and Product 596:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.337104 23.450926 58.233822
31 2025-08-31 40.226844 24.066814 58.390976
32 2025-09-30 40.120142 21.046057 57.076079
33 2025-10-31 40.009882 22.776849 56.557109
34 2025-11-30 39.903180 23.014672 57.292433
14:04:16 - cmdstanpy - INFO - Chain [1] start processing 14:04:16 - cmdstanpy - INFO - Chain [1] done processing 14:04:16 - cmdstanpy - INFO - Chain [1] start processing 14:04:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 597:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.85832 34.083559 65.975283
31 2025-08-31 50.51056 34.578205 66.140845
32 2025-09-30 51.14176 35.860339 66.506656
33 2025-10-31 51.79400 36.636784 66.709532
34 2025-11-30 52.42520 37.480221 67.402101
Forecast for Europe and Product 598:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.592974 13.271314 57.635440
31 2025-08-31 34.284576 11.086638 56.731890
32 2025-09-30 33.986126 9.644332 54.753642
33 2025-10-31 33.677728 12.020616 57.416039
34 2025-11-30 33.379278 12.210308 55.907085
14:04:16 - cmdstanpy - INFO - Chain [1] start processing 14:04:16 - cmdstanpy - INFO - Chain [1] done processing 14:04:16 - cmdstanpy - INFO - Chain [1] start processing 14:04:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 599:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.255055 8.789214 47.222746
31 2025-08-31 28.199284 9.610578 48.308309
32 2025-09-30 28.145312 7.652599 45.619400
33 2025-10-31 28.089541 8.604495 47.285997
34 2025-11-30 28.035569 8.818553 47.933498
Forecast for Europe and Product 600:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.991398 12.343433 55.046972
31 2025-08-31 31.227371 10.833412 51.537729
32 2025-09-30 30.487990 8.810851 50.562896
33 2025-10-31 29.723963 8.801440 52.734682
34 2025-11-30 28.984582 7.527086 49.524972
14:04:16 - cmdstanpy - INFO - Chain [1] start processing 14:04:16 - cmdstanpy - INFO - Chain [1] done processing 14:04:17 - cmdstanpy - INFO - Chain [1] start processing 14:04:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 601:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.325815 12.092879 53.041679
31 2025-08-31 32.793537 13.690112 54.322458
32 2025-09-30 32.278429 11.576118 53.270083
33 2025-10-31 31.746151 11.531402 51.127545
34 2025-11-30 31.231043 11.371057 51.152199
Forecast for Europe and Product 602:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.610410 17.681200 53.129851
31 2025-08-31 35.171138 18.037534 55.381021
32 2025-09-30 34.746035 17.783027 53.598588
33 2025-10-31 34.306763 16.093747 52.423826
34 2025-11-30 33.881661 16.229672 52.203812
14:04:17 - cmdstanpy - INFO - Chain [1] start processing 14:04:17 - cmdstanpy - INFO - Chain [1] done processing 14:04:17 - cmdstanpy - INFO - Chain [1] start processing 14:04:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 603:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.343233 26.143345 63.679548
31 2025-08-31 44.776214 27.010001 62.060187
32 2025-09-30 45.195228 25.456052 61.727793
33 2025-10-31 45.628209 26.271479 63.876380
34 2025-11-30 46.047222 26.983083 63.247065
Forecast for Europe and Product 604:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.450811 15.576664 59.987542
31 2025-08-31 37.284048 14.867587 59.007710
32 2025-09-30 37.122665 14.076213 58.073213
33 2025-10-31 36.955902 11.815319 57.657938
34 2025-11-30 36.794519 14.888885 59.978879
14:04:17 - cmdstanpy - INFO - Chain [1] start processing 14:04:17 - cmdstanpy - INFO - Chain [1] done processing 14:04:17 - cmdstanpy - INFO - Chain [1] start processing 14:04:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 605:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.739224 2.113615 49.454696
31 2025-08-31 25.115473 1.476496 48.267148
32 2025-09-30 24.511844 0.001913 47.194001
33 2025-10-31 23.888094 0.194502 49.543500
34 2025-11-30 23.284465 0.721923 47.564794
Forecast for Europe and Product 606:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.364755 27.632941 66.537377
31 2025-08-31 47.470645 28.472320 66.517119
32 2025-09-30 47.573118 28.644379 66.460286
33 2025-10-31 47.679008 29.485022 66.476860
34 2025-11-30 47.781482 28.404838 67.652978
14:04:17 - cmdstanpy - INFO - Chain [1] start processing 14:04:17 - cmdstanpy - INFO - Chain [1] done processing 14:04:18 - cmdstanpy - INFO - Chain [1] start processing 14:04:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 607:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.230758 21.283477 48.656348
31 2025-08-31 34.852188 22.081025 48.244561
32 2025-09-30 34.485830 19.744951 47.220141
33 2025-10-31 34.107259 20.885409 47.529260
34 2025-11-30 33.740901 20.091833 47.635463
Forecast for Europe and Product 608:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.868484 20.555003 60.054047
31 2025-08-31 39.994460 20.306656 60.152329
32 2025-09-30 40.116372 20.862546 60.189804
33 2025-10-31 40.242348 19.901520 60.954512
34 2025-11-30 40.364260 21.706030 59.934275
14:04:18 - cmdstanpy - INFO - Chain [1] start processing 14:04:18 - cmdstanpy - INFO - Chain [1] done processing 14:04:18 - cmdstanpy - INFO - Chain [1] start processing 14:04:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 609:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.147066 7.170728 46.597077
31 2025-08-31 27.528192 6.944389 45.837306
32 2025-09-30 26.929281 7.077000 46.914688
33 2025-10-31 26.310407 6.433711 47.352265
34 2025-11-30 25.711496 5.932906 44.097410
Forecast for Europe and Product 610:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.065751 12.865142 49.074147
31 2025-08-31 31.725311 14.505788 48.404590
32 2025-09-30 31.395853 12.208665 49.207252
33 2025-10-31 31.055413 13.975411 49.014406
34 2025-11-30 30.725955 13.709873 48.701779
14:04:18 - cmdstanpy - INFO - Chain [1] start processing 14:04:18 - cmdstanpy - INFO - Chain [1] done processing 14:04:18 - cmdstanpy - INFO - Chain [1] start processing 14:04:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 611:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.973094 22.246655 52.730052
31 2025-08-31 37.032176 22.118625 52.810117
32 2025-09-30 37.089351 21.430865 52.882579
33 2025-10-31 37.148432 22.523111 53.975174
34 2025-11-30 37.205608 21.018561 51.493576
Forecast for Europe and Product 612:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.599838 18.318578 57.849655
31 2025-08-31 38.228343 18.206371 56.786338
32 2025-09-30 37.868832 17.295330 57.617509
33 2025-10-31 37.497337 19.148800 57.606580
34 2025-11-30 37.137825 17.880942 54.963642
14:04:18 - cmdstanpy - INFO - Chain [1] start processing 14:04:18 - cmdstanpy - INFO - Chain [1] done processing 14:04:19 - cmdstanpy - INFO - Chain [1] start processing 14:04:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 613:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.642455 9.898357 50.534008
31 2025-08-31 30.425167 10.339363 53.066099
32 2025-09-30 30.214887 10.112013 51.972643
33 2025-10-31 29.997599 8.181483 50.266456
34 2025-11-30 29.787319 10.422024 52.730880
Forecast for Europe and Product 614:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.172760 1.158684 37.090222
31 2025-08-31 18.963454 1.645291 38.143330
32 2025-09-30 17.793157 0.203849 35.644903
33 2025-10-31 16.583851 -2.013539 35.464073
34 2025-11-30 15.413555 -2.339591 34.013189
14:04:19 - cmdstanpy - INFO - Chain [1] start processing 14:04:19 - cmdstanpy - INFO - Chain [1] done processing 14:04:19 - cmdstanpy - INFO - Chain [1] start processing 14:04:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 615:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.688636 23.104069 61.520905
31 2025-08-31 41.782979 23.159302 60.287950
32 2025-09-30 41.874279 24.316064 62.583070
33 2025-10-31 41.968622 23.187883 59.765857
34 2025-11-30 42.059922 24.659040 59.632366
Forecast for Europe and Product 616:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.108512 13.724020 64.564906
31 2025-08-31 38.898025 13.058674 62.729157
32 2025-09-30 38.694328 13.970424 64.163560
33 2025-10-31 38.483842 13.358270 61.856523
34 2025-11-30 38.280145 13.946803 62.349037
14:04:19 - cmdstanpy - INFO - Chain [1] start processing 14:04:19 - cmdstanpy - INFO - Chain [1] done processing 14:04:19 - cmdstanpy - INFO - Chain [1] start processing 14:04:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 617:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.121528 15.561080 52.526876
31 2025-08-31 33.741377 15.757252 52.372188
32 2025-09-30 33.373489 14.331993 49.929468
33 2025-10-31 32.993338 14.671861 51.441057
34 2025-11-30 32.625450 15.390711 51.139930
Forecast for Europe and Product 618:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.508920 23.291499 66.726710
31 2025-08-31 44.457010 23.795570 65.700492
32 2025-09-30 44.406775 23.328518 66.779699
33 2025-10-31 44.354865 23.190472 67.429139
34 2025-11-30 44.304630 22.688155 65.636927
14:04:19 - cmdstanpy - INFO - Chain [1] start processing 14:04:20 - cmdstanpy - INFO - Chain [1] done processing 14:04:20 - cmdstanpy - INFO - Chain [1] start processing 14:04:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 619:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.821373 21.132898 64.523501
31 2025-08-31 42.935022 23.378896 61.483971
32 2025-09-30 43.045006 22.096950 64.651569
33 2025-10-31 43.158655 23.112699 64.689268
34 2025-11-30 43.268638 22.278161 62.941667
Forecast for Europe and Product 620:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.015618 11.937250 46.591544
31 2025-08-31 28.607486 11.168476 45.557876
32 2025-09-30 28.212521 9.776371 46.550911
33 2025-10-31 27.804389 10.618574 44.255109
34 2025-11-30 27.409424 9.281266 44.719613
14:04:20 - cmdstanpy - INFO - Chain [1] start processing 14:04:20 - cmdstanpy - INFO - Chain [1] done processing 14:04:20 - cmdstanpy - INFO - Chain [1] start processing 14:04:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 621:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.677236 23.007831 54.404936
31 2025-08-31 38.619117 22.573915 54.327510
32 2025-09-30 38.562873 21.071292 53.870390
33 2025-10-31 38.504754 24.042216 54.881276
34 2025-11-30 38.448509 21.948671 56.273808
14:04:20 - cmdstanpy - INFO - Chain [1] start processing 14:04:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 622:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.568736 31.152231 67.816550
31 2025-08-31 49.878611 31.724190 67.883621
32 2025-09-30 50.178489 31.524079 67.427565
33 2025-10-31 50.488364 33.048642 69.013834
34 2025-11-30 50.788243 33.703554 68.878009
Forecast for Europe and Product 623:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.276053 31.754806 59.721056
31 2025-08-31 45.889312 30.811477 60.496939
32 2025-09-30 46.482788 32.378816 61.693037
33 2025-10-31 47.096047 31.892065 60.474042
34 2025-11-30 47.689523 33.820549 62.836619
14:04:20 - cmdstanpy - INFO - Chain [1] start processing 14:04:20 - cmdstanpy - INFO - Chain [1] done processing 14:04:21 - cmdstanpy - INFO - Chain [1] start processing 14:04:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 624:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.979140 18.286150 51.238620
31 2025-08-31 34.888285 18.044389 51.464492
32 2025-09-30 34.800361 19.046099 51.128924
33 2025-10-31 34.709506 17.123667 52.024945
34 2025-11-30 34.621582 18.375167 51.299499
Forecast for Europe and Product 625:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.379209 31.722848 72.679488
31 2025-08-31 52.881254 33.581789 73.592743
32 2025-09-30 53.367104 32.301741 73.097761
33 2025-10-31 53.869148 33.641662 72.851317
34 2025-11-30 54.354998 34.365193 75.357374
14:04:21 - cmdstanpy - INFO - Chain [1] start processing 14:04:21 - cmdstanpy - INFO - Chain [1] done processing 14:04:21 - cmdstanpy - INFO - Chain [1] start processing 14:04:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 626:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.715618 7.046737 45.706820
31 2025-08-31 26.172194 7.224156 45.843869
32 2025-09-30 25.646300 7.126225 45.412725
33 2025-10-31 25.102876 4.956397 46.215814
34 2025-11-30 24.576981 5.315372 43.532965
Forecast for Europe and Product 627:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.488888 4.139551 42.484600
31 2025-08-31 22.566799 3.257138 41.073914
32 2025-09-30 21.674456 2.527421 39.349190
33 2025-10-31 20.752368 1.424661 39.457373
34 2025-11-30 19.860025 0.458043 39.590999
14:04:21 - cmdstanpy - INFO - Chain [1] start processing 14:04:21 - cmdstanpy - INFO - Chain [1] done processing 14:04:21 - cmdstanpy - INFO - Chain [1] start processing 14:04:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 628:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.295525 30.435419 61.432306
31 2025-08-31 45.868828 31.540213 60.739428
32 2025-09-30 46.423637 31.580220 62.476345
33 2025-10-31 46.996940 32.232248 61.837129
34 2025-11-30 47.551750 32.398773 63.110732
Forecast for Europe and Product 629:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.867314 39.648958 70.123019
31 2025-08-31 55.596622 39.198423 70.572716
32 2025-09-30 56.302405 40.538763 71.560503
33 2025-10-31 57.031713 40.060422 70.987523
34 2025-11-30 57.737495 42.310685 73.482851
14:04:21 - cmdstanpy - INFO - Chain [1] start processing 14:04:22 - cmdstanpy - INFO - Chain [1] done processing 14:04:22 - cmdstanpy - INFO - Chain [1] start processing 14:04:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 630:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.319781 24.325828 65.836327
31 2025-08-31 45.489340 26.714173 66.885648
32 2025-09-30 45.653429 25.502060 65.690924
33 2025-10-31 45.822987 23.767037 67.130076
34 2025-11-30 45.987076 26.173978 66.202261
Forecast for Europe and Product 631:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.672983 30.528138 66.503046
31 2025-08-31 50.217160 33.437029 66.825228
32 2025-09-30 50.743783 33.194143 67.598897
33 2025-10-31 51.287959 32.936456 68.380550
34 2025-11-30 51.814582 34.621109 68.078875
14:04:22 - cmdstanpy - INFO - Chain [1] start processing 14:04:22 - cmdstanpy - INFO - Chain [1] done processing 14:04:22 - cmdstanpy - INFO - Chain [1] start processing 14:04:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 632:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.055308 19.317665 50.762281
31 2025-08-31 35.853117 21.344941 51.838957
32 2025-09-30 35.657449 20.172406 51.472257
33 2025-10-31 35.455258 18.988096 50.912319
34 2025-11-30 35.259590 19.704456 50.244170
Forecast for Europe and Product 633:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.010770 13.719491 61.517015
31 2025-08-31 37.722374 12.981308 63.893396
32 2025-09-30 37.443280 13.490014 63.401177
33 2025-10-31 37.154884 13.255046 63.086302
34 2025-11-30 36.875791 12.641449 62.682774
14:04:22 - cmdstanpy - INFO - Chain [1] start processing 14:04:22 - cmdstanpy - INFO - Chain [1] done processing 14:04:22 - cmdstanpy - INFO - Chain [1] start processing 14:04:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 634:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.518218 28.554467 66.086786
31 2025-08-31 47.877710 30.301586 68.577950
32 2025-09-30 48.225606 28.731181 67.891448
33 2025-10-31 48.585098 28.986450 67.329294
34 2025-11-30 48.932994 27.848996 66.128050
Forecast for Europe and Product 635:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.929019 28.041298 59.182232
31 2025-08-31 44.391334 29.935911 60.147197
32 2025-09-30 44.838735 29.933767 59.477814
33 2025-10-31 45.301049 30.308991 61.409882
34 2025-11-30 45.748450 31.063299 61.761844
14:04:22 - cmdstanpy - INFO - Chain [1] start processing 14:04:23 - cmdstanpy - INFO - Chain [1] done processing 14:04:23 - cmdstanpy - INFO - Chain [1] start processing 14:04:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 636:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.255343 20.506859 65.499284
31 2025-08-31 42.118792 20.283063 64.129596
32 2025-09-30 41.986646 19.583438 62.981680
33 2025-10-31 41.850095 18.562898 63.494556
34 2025-11-30 41.717949 18.941445 64.721269
Forecast for Europe and Product 637:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.208182 25.120855 72.210695
31 2025-08-31 48.582898 25.385034 72.161179
32 2025-09-30 48.945526 26.160115 71.073644
33 2025-10-31 49.320242 24.882558 72.520785
34 2025-11-30 49.682870 27.090003 71.791558
14:04:23 - cmdstanpy - INFO - Chain [1] start processing 14:04:23 - cmdstanpy - INFO - Chain [1] done processing 14:04:23 - cmdstanpy - INFO - Chain [1] start processing 14:04:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 638:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.318989 18.281796 65.028494
31 2025-08-31 42.298356 19.858997 65.449865
32 2025-09-30 42.278390 18.072397 65.478693
33 2025-10-31 42.257758 18.766597 64.640148
34 2025-11-30 42.237791 19.078589 65.979431
14:04:23 - cmdstanpy - INFO - Chain [1] start processing 14:04:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 639:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.746528 19.167594 45.621010
31 2025-08-31 31.989397 19.235419 44.180948
32 2025-09-30 31.256689 18.592726 44.210590
33 2025-10-31 30.499558 16.901902 44.162765
34 2025-11-30 29.766851 15.946289 42.606200
Forecast for Europe and Product 640:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.923671 22.967638 72.491305
31 2025-08-31 46.955309 22.358399 69.645895
32 2025-09-30 46.985926 23.369869 71.342099
33 2025-10-31 47.017564 23.229981 70.099673
34 2025-11-30 47.048182 22.652575 70.727851
14:04:23 - cmdstanpy - INFO - Chain [1] start processing 14:04:23 - cmdstanpy - INFO - Chain [1] done processing 14:04:24 - cmdstanpy - INFO - Chain [1] start processing 14:04:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 641:
ds yhat yhat_lower yhat_upper
29 2025-07-31 30.069781 -0.979718 60.054091
30 2025-08-31 29.000514 -1.344222 57.977965
31 2025-09-30 27.965740 -0.438087 57.015126
32 2025-10-31 26.896474 -1.297406 56.622757
33 2025-11-30 25.861700 -3.221590 54.239545
Forecast for Europe and Product 642:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.967816 25.009075 62.227855
31 2025-08-31 43.458994 24.859400 61.995908
32 2025-09-30 43.934327 27.513117 63.017436
33 2025-10-31 44.425505 27.113366 63.612777
34 2025-11-30 44.900838 24.313077 63.797409
14:04:24 - cmdstanpy - INFO - Chain [1] start processing 14:04:24 - cmdstanpy - INFO - Chain [1] done processing 14:04:24 - cmdstanpy - INFO - Chain [1] start processing 14:04:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 643:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.312868 27.090859 66.426939
31 2025-08-31 46.285939 27.431609 66.690783
32 2025-09-30 46.259878 27.659381 64.946867
33 2025-10-31 46.232948 26.630962 66.305887
34 2025-11-30 46.206887 27.246137 64.538051
Forecast for Europe and Product 644:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.369199 27.368725 52.222301
31 2025-08-31 39.461623 26.828855 51.238493
32 2025-09-30 39.551065 26.954398 52.160500
33 2025-10-31 39.643489 26.720521 52.013009
34 2025-11-30 39.732931 27.330569 51.410460
14:04:24 - cmdstanpy - INFO - Chain [1] start processing 14:04:24 - cmdstanpy - INFO - Chain [1] done processing 14:04:24 - cmdstanpy - INFO - Chain [1] start processing 14:04:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 645:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.787553 22.248486 62.862979
31 2025-08-31 43.083884 22.389839 63.538658
32 2025-09-30 43.370655 23.415234 64.729829
33 2025-10-31 43.666986 23.804203 61.699994
34 2025-11-30 43.953757 24.097086 63.371823
Forecast for Europe and Product 646:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.046822 24.184524 61.637146
31 2025-08-31 42.929127 23.854357 60.732418
32 2025-09-30 42.815228 23.296425 61.403530
33 2025-10-31 42.697533 24.150161 60.480148
34 2025-11-30 42.583635 23.823301 62.026910
14:04:24 - cmdstanpy - INFO - Chain [1] start processing 14:04:24 - cmdstanpy - INFO - Chain [1] done processing 14:04:25 - cmdstanpy - INFO - Chain [1] start processing 14:04:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 647:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.785547 28.865711 61.452393
31 2025-08-31 45.207598 29.146495 60.542787
32 2025-09-30 45.616034 29.317199 61.834007
33 2025-10-31 46.038085 30.271453 63.247264
34 2025-11-30 46.446521 30.034472 61.073922
Forecast for Europe and Product 648:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.418728 10.850852 51.107357
31 2025-08-31 29.924076 11.571310 49.989922
32 2025-09-30 29.445380 8.782045 51.012467
33 2025-10-31 28.950728 9.634650 49.198768
34 2025-11-30 28.472033 9.140512 50.062799
14:04:25 - cmdstanpy - INFO - Chain [1] start processing 14:04:25 - cmdstanpy - INFO - Chain [1] done processing 14:04:25 - cmdstanpy - INFO - Chain [1] start processing 14:04:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 649:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.854980 13.426789 51.300404
31 2025-08-31 32.320685 11.654973 50.606940
32 2025-09-30 31.803625 12.823895 51.600521
33 2025-10-31 31.269330 12.609002 51.326350
34 2025-11-30 30.752270 9.759122 48.420150
Forecast for Europe and Product 650:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.776322 7.835675 60.394754
31 2025-08-31 35.316897 6.998418 63.274413
32 2025-09-30 34.872291 8.577362 61.717225
33 2025-10-31 34.412866 7.312923 60.620575
34 2025-11-30 33.968261 6.013141 61.209940
14:04:25 - cmdstanpy - INFO - Chain [1] start processing 14:04:25 - cmdstanpy - INFO - Chain [1] done processing 14:04:25 - cmdstanpy - INFO - Chain [1] start processing 14:04:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 651:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.468367 30.407546 77.198757
31 2025-08-31 54.045892 32.038564 74.829412
32 2025-09-30 54.604788 32.636358 77.512136
33 2025-10-31 55.182314 34.855043 76.913117
34 2025-11-30 55.741210 33.774492 75.933683
Forecast for Europe and Product 652:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.213499 15.173091 74.742223
31 2025-08-31 44.429047 16.846194 74.807376
32 2025-09-30 44.637643 15.557630 71.705458
33 2025-10-31 44.853191 14.430968 74.914932
34 2025-11-30 45.061787 13.035197 73.389979
14:04:26 - cmdstanpy - INFO - Chain [1] start processing 14:04:26 - cmdstanpy - INFO - Chain [1] done processing 14:04:26 - cmdstanpy - INFO - Chain [1] start processing 14:04:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 653:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.988241 19.444451 58.592318
31 2025-08-31 39.124141 19.275525 59.013405
32 2025-09-30 39.255656 19.679102 58.231273
33 2025-10-31 39.391555 19.821048 59.232465
34 2025-11-30 39.523071 20.327579 60.749208
Forecast for Europe and Product 654:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.107981 18.828561 70.557678
31 2025-08-31 45.188463 21.066355 70.365320
32 2025-09-30 45.266348 19.616129 69.365269
33 2025-10-31 45.346829 20.622301 69.090646
34 2025-11-30 45.424714 19.759262 70.909830
14:04:26 - cmdstanpy - INFO - Chain [1] start processing 14:04:26 - cmdstanpy - INFO - Chain [1] done processing 14:04:26 - cmdstanpy - INFO - Chain [1] start processing 14:04:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 655:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.734626 5.362745 47.013632
31 2025-08-31 24.964584 5.335047 45.399881
32 2025-09-30 24.219382 3.871585 44.611604
33 2025-10-31 23.449340 3.571778 43.086007
34 2025-11-30 22.704138 1.469695 43.788570
Forecast for Europe and Product 656:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.200576 29.575522 68.927086
31 2025-08-31 49.723559 30.321901 70.554212
32 2025-09-30 50.229671 30.748276 72.067229
33 2025-10-31 50.752653 29.160647 69.071171
34 2025-11-30 51.258765 32.089059 71.335702
14:04:26 - cmdstanpy - INFO - Chain [1] start processing 14:04:26 - cmdstanpy - INFO - Chain [1] done processing 14:04:26 - cmdstanpy - INFO - Chain [1] start processing 14:04:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 657:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.529747 17.902421 60.697141
31 2025-08-31 39.306871 17.374097 61.158643
32 2025-09-30 39.091185 17.762093 60.379269
33 2025-10-31 38.868309 18.194939 60.864632
34 2025-11-30 38.652623 15.398518 60.259126
Forecast for Europe and Product 658:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.856817 26.505902 60.254195
31 2025-08-31 45.198885 27.347696 61.384470
32 2025-09-30 45.529919 28.672521 62.253619
33 2025-10-31 45.871987 29.105498 61.710140
34 2025-11-30 46.203021 27.360906 61.185081
14:04:27 - cmdstanpy - INFO - Chain [1] start processing 14:04:27 - cmdstanpy - INFO - Chain [1] done processing 14:04:27 - cmdstanpy - INFO - Chain [1] start processing 14:04:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 659:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.441714 23.805356 58.609736
31 2025-08-31 41.539277 23.409121 59.937164
32 2025-09-30 41.633693 22.977733 60.228760
33 2025-10-31 41.731255 24.568450 60.106311
34 2025-11-30 41.825671 22.529427 59.402305
Forecast for Europe and Product 660:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.687432 25.509478 61.221007
31 2025-08-31 43.862650 25.275038 61.908664
32 2025-09-30 44.032215 26.794644 62.786981
33 2025-10-31 44.207433 27.037799 62.336887
34 2025-11-30 44.376998 26.109122 63.875241
14:04:27 - cmdstanpy - INFO - Chain [1] start processing 14:04:27 - cmdstanpy - INFO - Chain [1] done processing 14:04:27 - cmdstanpy - INFO - Chain [1] start processing 14:04:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 661:
ds yhat yhat_lower yhat_upper
30 2025-07-31 66.321534 46.537182 87.399049
31 2025-08-31 67.608926 47.843368 87.560906
32 2025-09-30 68.854788 49.541059 89.985939
33 2025-10-31 70.142179 49.263877 90.166495
34 2025-11-30 71.388042 49.709698 89.265945
Forecast for Europe and Product 662:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.237471 -4.274896 45.162413
31 2025-08-31 19.316973 -4.064394 41.855084
32 2025-09-30 18.426170 -4.470423 44.537201
33 2025-10-31 17.505672 -8.528137 40.780011
34 2025-11-30 16.614868 -7.413181 40.871090
14:04:27 - cmdstanpy - INFO - Chain [1] start processing 14:04:27 - cmdstanpy - INFO - Chain [1] done processing 14:04:27 - cmdstanpy - INFO - Chain [1] start processing 14:04:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 663:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.149624 26.830781 56.598195
31 2025-08-31 41.184560 25.581873 56.057811
32 2025-09-30 41.218369 25.450138 56.350729
33 2025-10-31 41.253305 27.664724 56.834411
34 2025-11-30 41.287115 25.704361 55.826187
Forecast for Europe and Product 664:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.268468 24.850712 58.099242
31 2025-08-31 41.457745 23.421743 57.109809
32 2025-09-30 41.640916 25.061826 60.087675
33 2025-10-31 41.830193 24.708508 58.817785
34 2025-11-30 42.013364 25.482150 58.811270
14:04:28 - cmdstanpy - INFO - Chain [1] start processing 14:04:28 - cmdstanpy - INFO - Chain [1] done processing 14:04:28 - cmdstanpy - INFO - Chain [1] start processing 14:04:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 665:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.277725 30.356817 66.307732
31 2025-08-31 48.358131 30.721125 66.235573
32 2025-09-30 48.435943 30.219903 66.460076
33 2025-10-31 48.516349 27.772493 66.705754
34 2025-11-30 48.594161 30.718692 68.201791
Forecast for Europe and Product 666:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.543768 14.977840 56.853628
31 2025-08-31 35.305171 12.782084 57.905894
32 2025-09-30 35.074272 12.300287 56.335004
33 2025-10-31 34.835675 13.670162 55.396886
34 2025-11-30 34.604775 13.778059 54.915520
14:04:28 - cmdstanpy - INFO - Chain [1] start processing 14:04:28 - cmdstanpy - INFO - Chain [1] done processing 14:04:28 - cmdstanpy - INFO - Chain [1] start processing 14:04:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 667:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.277696 28.502063 64.100563
31 2025-08-31 45.655317 28.226203 63.151813
32 2025-09-30 46.020757 27.876576 64.148112
33 2025-10-31 46.398378 28.114205 64.503129
34 2025-11-30 46.763818 29.268546 64.336316
Forecast for Europe and Product 668:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.858238 23.421582 61.410196
31 2025-08-31 42.079634 21.574932 60.714303
32 2025-09-30 42.293888 22.802602 61.273802
33 2025-10-31 42.515284 23.446606 59.791378
34 2025-11-30 42.729538 22.343530 62.327748
14:04:28 - cmdstanpy - INFO - Chain [1] start processing 14:04:28 - cmdstanpy - INFO - Chain [1] done processing 14:04:29 - cmdstanpy - INFO - Chain [1] start processing 14:04:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 669:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.299605 26.758452 59.439593
31 2025-08-31 43.668083 28.281760 58.841855
32 2025-09-30 44.024675 28.085943 58.852817
33 2025-10-31 44.393153 27.947296 61.079041
34 2025-11-30 44.749745 29.443952 60.407362
Forecast for Europe and Product 670:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.412755 27.658313 54.967264
31 2025-08-31 41.505597 27.943322 55.639250
32 2025-09-30 41.595444 27.367200 55.448914
33 2025-10-31 41.688285 27.936982 55.646481
34 2025-11-30 41.778132 27.352439 56.898655
14:04:29 - cmdstanpy - INFO - Chain [1] start processing 14:04:29 - cmdstanpy - INFO - Chain [1] done processing 14:04:29 - cmdstanpy - INFO - Chain [1] start processing 14:04:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 671:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.450223 7.726936 43.237225
31 2025-08-31 24.806533 7.592320 41.564459
32 2025-09-30 24.183607 5.351325 40.864502
33 2025-10-31 23.539917 4.825711 41.761032
34 2025-11-30 22.916991 4.512451 39.613595
Forecast for Europe and Product 672:
ds yhat yhat_lower yhat_upper
30 2025-07-31 16.211083 -1.035930 33.487454
31 2025-08-31 15.080296 -0.808344 31.567802
32 2025-09-30 13.985985 -1.928288 31.023331
33 2025-10-31 12.855198 -3.485226 29.020383
34 2025-11-30 11.760887 -5.819636 29.076820
14:04:29 - cmdstanpy - INFO - Chain [1] start processing 14:04:29 - cmdstanpy - INFO - Chain [1] done processing 14:04:29 - cmdstanpy - INFO - Chain [1] start processing 14:04:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 673:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.120257 19.321259 65.642160
31 2025-08-31 43.212239 20.662034 65.528559
32 2025-09-30 43.301253 20.824371 69.609873
33 2025-10-31 43.393235 18.766680 67.322836
34 2025-11-30 43.482249 21.209433 67.757932
Forecast for Europe and Product 674:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.830594 38.693622 85.490693
31 2025-08-31 61.655959 37.898806 83.673487
32 2025-09-30 62.454699 38.820815 86.231183
33 2025-10-31 63.280063 40.773205 86.918065
34 2025-11-30 64.078803 42.100183 85.911911
14:04:29 - cmdstanpy - INFO - Chain [1] start processing 14:04:29 - cmdstanpy - INFO - Chain [1] done processing 14:04:30 - cmdstanpy - INFO - Chain [1] start processing 14:04:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 675:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.063443 25.318723 57.615838
31 2025-08-31 41.400178 24.725320 58.006378
32 2025-09-30 41.726050 24.731158 58.957142
33 2025-10-31 42.062785 24.884355 58.392634
34 2025-11-30 42.388658 27.104256 59.554979
Forecast for Europe and Product 676:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.913880 20.613929 47.561811
31 2025-08-31 32.540677 17.400127 46.103214
32 2025-09-30 32.179512 19.299468 45.941173
33 2025-10-31 31.806309 18.076577 45.619397
34 2025-11-30 31.445144 17.830000 45.414167
14:04:30 - cmdstanpy - INFO - Chain [1] start processing 14:04:30 - cmdstanpy - INFO - Chain [1] done processing 14:04:30 - cmdstanpy - INFO - Chain [1] start processing 14:04:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 677:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.157929 22.872625 56.650853
31 2025-08-31 40.331783 22.475008 56.529902
32 2025-09-30 40.500028 23.885007 56.989995
33 2025-10-31 40.673881 24.021616 57.944606
34 2025-11-30 40.842126 23.946719 56.701569
Forecast for Europe and Product 678:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.975585 21.515064 59.727319
31 2025-08-31 40.062583 21.028791 60.272169
32 2025-09-30 40.146774 21.611513 59.497671
33 2025-10-31 40.233771 20.414394 60.343824
34 2025-11-30 40.317962 21.846791 59.935545
14:04:30 - cmdstanpy - INFO - Chain [1] start processing 14:04:30 - cmdstanpy - INFO - Chain [1] done processing 14:04:30 - cmdstanpy - INFO - Chain [1] start processing 14:04:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 679:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.304070 29.208261 73.135651
31 2025-08-31 51.764976 30.067693 72.280275
32 2025-09-30 52.211013 32.237705 74.503649
33 2025-10-31 52.671919 30.327837 74.098722
34 2025-11-30 53.117957 29.303005 75.955486
Forecast for Europe and Product 680:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.088773 13.854749 54.411245
31 2025-08-31 33.626730 12.939850 54.488656
32 2025-09-30 33.179593 12.297557 52.984878
33 2025-10-31 32.717551 13.072966 53.514004
34 2025-11-30 32.270413 11.395599 52.877295
14:04:30 - cmdstanpy - INFO - Chain [1] start processing 14:04:30 - cmdstanpy - INFO - Chain [1] done processing 14:04:31 - cmdstanpy - INFO - Chain [1] start processing 14:04:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 681:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.969862 22.363645 56.901301
31 2025-08-31 38.704092 22.735016 55.603020
32 2025-09-30 38.446896 22.980005 55.684382
33 2025-10-31 38.181127 22.473613 54.456405
34 2025-11-30 37.923931 20.040640 55.586242
Forecast for Europe and Product 682:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.152536 26.146368 67.889142
31 2025-08-31 47.446321 27.275672 68.775805
32 2025-09-30 47.730628 26.345636 68.083386
33 2025-10-31 48.024412 28.702921 69.004834
34 2025-11-30 48.308720 27.519056 68.868775
14:04:31 - cmdstanpy - INFO - Chain [1] start processing 14:04:31 - cmdstanpy - INFO - Chain [1] done processing 14:04:31 - cmdstanpy - INFO - Chain [1] start processing 14:04:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 683:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.913778 21.496395 64.988662
31 2025-08-31 44.151725 23.265254 65.475480
32 2025-09-30 44.381995 23.947454 67.461305
33 2025-10-31 44.619942 23.652493 68.303673
34 2025-11-30 44.850212 21.425571 63.814247
Forecast for Europe and Product 684:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.659150 41.872079 74.645401
31 2025-08-31 59.603195 42.089430 76.585604
32 2025-09-30 60.516786 44.175141 76.683730
33 2025-10-31 61.460830 44.852889 77.159289
34 2025-11-30 62.374422 46.943335 79.521118
14:04:31 - cmdstanpy - INFO - Chain [1] start processing 14:04:31 - cmdstanpy - INFO - Chain [1] done processing 14:04:31 - cmdstanpy - INFO - Chain [1] start processing 14:04:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 685:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.363315 5.055387 56.342401
31 2025-08-31 29.944932 2.620818 55.525292
32 2025-09-30 29.540045 4.806868 55.734729
33 2025-10-31 29.121662 3.619802 55.839867
34 2025-11-30 28.716775 3.922219 55.735677
Forecast for Europe and Product 686:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.058756 9.166151 46.632307
31 2025-08-31 27.446718 7.983777 45.634233
32 2025-09-30 26.854423 8.776289 45.097357
33 2025-10-31 26.242385 6.575867 45.109433
34 2025-11-30 25.650091 6.719083 45.368820
14:04:31 - cmdstanpy - INFO - Chain [1] start processing 14:04:32 - cmdstanpy - INFO - Chain [1] done processing 14:04:32 - cmdstanpy - INFO - Chain [1] start processing 14:04:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 687:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.469807 13.310709 49.591789
31 2025-08-31 31.101385 14.406180 48.845001
32 2025-09-30 30.744848 12.414832 47.931588
33 2025-10-31 30.376426 12.043627 48.378825
34 2025-11-30 30.019888 11.085856 47.884945
Forecast for Europe and Product 688:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.537401 24.417198 62.252959
31 2025-08-31 43.755927 26.016949 62.209201
32 2025-09-30 43.967403 24.839241 62.553753
33 2025-10-31 44.185928 25.916471 63.832484
34 2025-11-30 44.397404 25.514581 63.493097
14:04:32 - cmdstanpy - INFO - Chain [1] start processing 14:04:32 - cmdstanpy - INFO - Chain [1] done processing 14:04:32 - cmdstanpy - INFO - Chain [1] start processing 14:04:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 689:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.988702 20.559238 54.187655
31 2025-08-31 36.827519 20.908758 55.105096
32 2025-09-30 36.671536 19.902211 53.315466
33 2025-10-31 36.510354 20.038873 53.987777
34 2025-11-30 36.354370 18.869997 53.440456
Forecast for Europe and Product 690:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.535516 29.648041 73.244085
31 2025-08-31 53.044374 30.335029 74.649185
32 2025-09-30 53.536817 31.849118 75.338857
33 2025-10-31 54.045674 32.340382 75.750915
34 2025-11-30 54.538117 32.417023 75.562014
14:04:32 - cmdstanpy - INFO - Chain [1] start processing 14:04:32 - cmdstanpy - INFO - Chain [1] done processing 14:04:32 - cmdstanpy - INFO - Chain [1] start processing 14:04:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 691:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.260992 21.041145 68.143729
31 2025-08-31 44.510024 20.468774 68.084990
32 2025-09-30 44.751023 22.536700 67.514230
33 2025-10-31 45.000055 22.169546 67.412348
34 2025-11-30 45.241054 23.144593 68.316478
Forecast for Europe and Product 692:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.864250 31.819649 67.205922
31 2025-08-31 49.141350 31.776723 66.720946
32 2025-09-30 49.409512 30.747258 66.350328
33 2025-10-31 49.686612 31.012129 67.218027
34 2025-11-30 49.954773 31.827128 67.635576
14:04:33 - cmdstanpy - INFO - Chain [1] start processing 14:04:33 - cmdstanpy - INFO - Chain [1] done processing 14:04:33 - cmdstanpy - INFO - Chain [1] start processing 14:04:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 693:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.947199 9.482290 57.736327
31 2025-08-31 33.751126 8.713168 58.835290
32 2025-09-30 33.561378 8.208949 59.952006
33 2025-10-31 33.365305 9.563043 59.207856
34 2025-11-30 33.175557 9.574910 56.795881
Forecast for Europe and Product 694:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.091313 7.917973 52.814460
31 2025-08-31 29.577927 8.978683 52.048205
32 2025-09-30 29.081102 8.155347 52.470485
33 2025-10-31 28.567716 5.567374 51.067448
34 2025-11-30 28.070891 6.653908 50.397235
14:04:33 - cmdstanpy - INFO - Chain [1] start processing 14:04:33 - cmdstanpy - INFO - Chain [1] done processing 14:04:33 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Europe and Product 695:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.043347 25.139292 56.879340
31 2025-08-31 42.263790 25.752864 59.150639
32 2025-09-30 42.477121 26.093462 58.274846
33 2025-10-31 42.697564 28.570527 60.290390
34 2025-11-30 42.910896 28.145112 58.670301
14:04:33 - cmdstanpy - INFO - Chain [1] done processing 14:04:33 - cmdstanpy - INFO - Chain [1] start processing 14:04:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 696:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.668986 43.350639 76.722836
31 2025-08-31 60.536468 45.503227 75.594374
32 2025-09-30 61.375967 43.343363 78.461864
33 2025-10-31 62.243450 44.866382 78.758583
34 2025-11-30 63.082949 46.437175 79.485098
Forecast for Europe and Product 697:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.231589 19.523628 50.745350
31 2025-08-31 35.212884 19.545564 49.613976
32 2025-09-30 35.194782 18.771712 50.312012
33 2025-10-31 35.176077 21.747867 49.762349
34 2025-11-30 35.157975 19.465670 50.020108
14:04:34 - cmdstanpy - INFO - Chain [1] start processing 14:04:34 - cmdstanpy - INFO - Chain [1] done processing 14:04:34 - cmdstanpy - INFO - Chain [1] start processing 14:04:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 698:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.507474 22.245907 59.479495
31 2025-08-31 41.711921 23.278816 59.165322
32 2025-09-30 41.909774 22.482808 60.721265
33 2025-10-31 42.114221 24.301487 60.412987
34 2025-11-30 42.312074 24.144658 60.179589
Forecast for Europe and Product 699:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.826891 16.399509 55.735839
31 2025-08-31 34.498391 15.454533 54.893509
32 2025-09-30 34.180487 15.285984 52.763472
33 2025-10-31 33.851987 14.171390 54.227238
34 2025-11-30 33.534083 13.533600 52.569124
14:04:34 - cmdstanpy - INFO - Chain [1] start processing 14:04:34 - cmdstanpy - INFO - Chain [1] done processing 14:04:34 - cmdstanpy - INFO - Chain [1] start processing 14:04:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 700:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.034399 11.683565 55.097707
31 2025-08-31 33.755299 12.579345 55.605145
32 2025-09-30 33.485201 11.016668 53.806136
33 2025-10-31 33.206100 10.741695 56.199001
34 2025-11-30 32.936002 12.648383 53.331841
Forecast for Europe and Product 701:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.792032 11.142538 50.958267
31 2025-08-31 31.401295 12.124291 51.118267
32 2025-09-30 31.023161 12.106387 52.072193
33 2025-10-31 30.632424 11.010893 50.777296
34 2025-11-30 30.254290 10.389977 49.502084
14:04:34 - cmdstanpy - INFO - Chain [1] start processing 14:04:34 - cmdstanpy - INFO - Chain [1] done processing 14:04:34 - cmdstanpy - INFO - Chain [1] start processing 14:04:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 702:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.086155 20.937123 58.667152
31 2025-08-31 40.124423 22.416642 57.783156
32 2025-09-30 40.161457 21.010162 59.311461
33 2025-10-31 40.199725 22.510511 60.753342
34 2025-11-30 40.236759 21.172288 59.213565
Forecast for Europe and Product 703:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.367370 12.574486 46.945708
31 2025-08-31 29.137731 12.326681 45.661481
32 2025-09-30 28.915499 11.644548 44.789761
33 2025-10-31 28.685859 12.194273 47.046710
34 2025-11-30 28.463627 10.618011 44.500251
14:04:35 - cmdstanpy - INFO - Chain [1] start processing 14:04:35 - cmdstanpy - INFO - Chain [1] done processing 14:04:35 - cmdstanpy - INFO - Chain [1] start processing 14:04:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 704:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.345397 14.763391 57.141116
31 2025-08-31 35.007911 14.584437 55.405827
32 2025-09-30 34.681312 15.106390 55.618726
33 2025-10-31 34.343826 14.568953 54.150551
34 2025-11-30 34.017227 14.345812 54.925652
Forecast for Europe and Product 705:
ds yhat yhat_lower yhat_upper
30 2025-07-31 17.902451 -2.845236 37.157455
31 2025-08-31 16.759888 -3.858809 37.415399
32 2025-09-30 15.654182 -4.019033 36.181456
33 2025-10-31 14.511620 -7.240220 34.902535
34 2025-11-30 13.405914 -4.706619 33.956430
14:04:35 - cmdstanpy - INFO - Chain [1] start processing 14:04:35 - cmdstanpy - INFO - Chain [1] done processing 14:04:35 - cmdstanpy - INFO - Chain [1] start processing 14:04:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 706:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.557051 10.547794 49.241057
31 2025-08-31 28.873583 11.008652 47.652210
32 2025-09-30 28.212162 9.647460 45.940173
33 2025-10-31 27.528693 9.586092 46.889167
34 2025-11-30 26.867272 6.639745 46.450515
Forecast for Europe and Product 707:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.173502 36.280589 69.608990
31 2025-08-31 53.789088 36.016900 69.431392
32 2025-09-30 54.384817 38.271242 70.354298
33 2025-10-31 55.000403 39.108724 71.519666
34 2025-11-30 55.596131 39.044374 70.905119
14:04:35 - cmdstanpy - INFO - Chain [1] start processing 14:04:35 - cmdstanpy - INFO - Chain [1] done processing 14:04:35 - cmdstanpy - INFO - Chain [1] start processing 14:04:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 708:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.614083 10.136807 46.173432
31 2025-08-31 27.617043 10.291245 44.356229
32 2025-09-30 26.652167 7.262737 44.457918
33 2025-10-31 25.655127 7.759182 43.775298
34 2025-11-30 24.690250 5.898957 42.484636
Forecast for Europe and Product 709:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.652045 20.810357 46.481983
31 2025-08-31 33.230892 20.102699 45.743458
32 2025-09-30 32.823324 21.066374 47.433550
33 2025-10-31 32.402171 21.107601 45.645777
34 2025-11-30 31.994604 18.092267 45.459283
14:04:36 - cmdstanpy - INFO - Chain [1] start processing 14:04:36 - cmdstanpy - INFO - Chain [1] done processing 14:04:36 - cmdstanpy - INFO - Chain [1] start processing 14:04:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 710:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.477477 28.473428 63.202950
31 2025-08-31 45.748471 28.599110 63.776937
32 2025-09-30 46.010723 29.039835 62.587598
33 2025-10-31 46.281717 29.022830 64.547676
34 2025-11-30 46.543969 29.709347 64.644944
Forecast for Europe and Product 711:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.120737 21.426179 62.056808
31 2025-08-31 41.200371 19.969224 61.187702
32 2025-09-30 41.277436 20.205334 61.057296
33 2025-10-31 41.357070 19.976937 63.212264
34 2025-11-30 41.434135 21.348253 62.167180
14:04:36 - cmdstanpy - INFO - Chain [1] start processing 14:04:36 - cmdstanpy - INFO - Chain [1] done processing 14:04:36 - cmdstanpy - INFO - Chain [1] start processing 14:04:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 712:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.490887 40.515378 72.446182
31 2025-08-31 56.451734 40.541405 71.893348
32 2025-09-30 57.381587 42.735269 71.500862
33 2025-10-31 58.342435 43.801055 72.544601
34 2025-11-30 59.272288 44.396906 74.669211
Forecast for Europe and Product 713:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.789708 25.902982 60.105778
31 2025-08-31 42.998717 25.222234 60.766098
32 2025-09-30 43.200985 26.131774 60.411028
33 2025-10-31 43.409994 26.507914 61.393173
34 2025-11-30 43.612262 26.669339 60.651037
14:04:36 - cmdstanpy - INFO - Chain [1] start processing 14:04:36 - cmdstanpy - INFO - Chain [1] done processing 14:04:37 - cmdstanpy - INFO - Chain [1] start processing 14:04:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 714:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.445667 9.285148 48.338593
31 2025-08-31 27.929186 9.414496 47.345161
32 2025-09-30 27.429366 7.365231 47.163014
33 2025-10-31 26.912886 7.708244 47.456650
34 2025-11-30 26.413066 6.247625 46.225232
Forecast for Europe and Product 715:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.106716 37.519627 77.006753
31 2025-08-31 57.968498 38.113844 77.168698
32 2025-09-30 58.802482 38.464704 78.755748
33 2025-10-31 59.664265 38.804533 79.236489
34 2025-11-30 60.498248 39.476626 81.156653
14:04:37 - cmdstanpy - INFO - Chain [1] start processing 14:04:37 - cmdstanpy - INFO - Chain [1] done processing 14:04:37 - cmdstanpy - INFO - Chain [1] start processing 14:04:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 716:
ds yhat yhat_lower yhat_upper
30 2025-07-31 61.720659 39.912999 84.235626
31 2025-08-31 62.483731 41.604416 83.954839
32 2025-09-30 63.222188 41.431968 85.275877
33 2025-10-31 63.985260 42.653320 85.167518
34 2025-11-30 64.723717 41.999851 87.375105
Forecast for Europe and Product 717:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.036614 35.407851 65.654866
31 2025-08-31 51.519101 37.782947 65.778752
32 2025-09-30 51.986025 38.415799 66.635487
33 2025-10-31 52.468512 37.926049 66.419261
34 2025-11-30 52.935435 38.372490 67.552746
14:04:37 - cmdstanpy - INFO - Chain [1] start processing 14:04:37 - cmdstanpy - INFO - Chain [1] done processing 14:04:37 - cmdstanpy - INFO - Chain [1] start processing 14:04:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 718:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.185904 14.393421 57.882389
31 2025-08-31 34.960029 11.181016 58.532912
32 2025-09-30 34.741440 12.828998 55.040318
33 2025-10-31 34.515564 9.596135 57.508374
34 2025-11-30 34.296975 13.064594 56.395491
Forecast for Europe and Product 719:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.618226 17.442001 60.883224
31 2025-08-31 39.616538 18.481230 61.595421
32 2025-09-30 39.614904 18.135600 61.326080
33 2025-10-31 39.613215 17.925440 61.442986
34 2025-11-30 39.611581 18.731504 61.061096
14:04:37 - cmdstanpy - INFO - Chain [1] start processing 14:04:37 - cmdstanpy - INFO - Chain [1] done processing 14:04:38 - cmdstanpy - INFO - Chain [1] start processing 14:04:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 720:
ds yhat yhat_lower yhat_upper
29 2025-07-31 55.807772 38.354443 73.976053
30 2025-08-31 56.503188 39.917973 74.604360
31 2025-09-30 57.176171 41.391495 75.795662
32 2025-10-31 57.871586 40.657159 76.050990
33 2025-11-30 58.544569 41.965137 75.001123
Forecast for Europe and Product 721:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.426402 29.970656 83.353480
31 2025-08-31 58.227524 30.515440 86.652470
32 2025-09-30 59.002803 33.969892 86.099848
33 2025-10-31 59.803925 33.503425 87.287421
34 2025-11-30 60.579204 33.427929 89.049271
14:04:38 - cmdstanpy - INFO - Chain [1] start processing 14:04:38 - cmdstanpy - INFO - Chain [1] done processing 14:04:38 - cmdstanpy - INFO - Chain [1] start processing 14:04:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 722:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.131454 21.936570 62.260194
31 2025-08-31 42.087562 20.200374 62.068707
32 2025-09-30 42.045086 21.076132 62.522048
33 2025-10-31 42.001195 21.274637 64.097734
34 2025-11-30 41.958719 21.143123 63.522098
Forecast for Europe and Product 723:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.767750 24.178709 67.355661
31 2025-08-31 46.135149 23.953033 68.307969
32 2025-09-30 46.490697 25.061374 66.665766
33 2025-10-31 46.858096 24.954415 69.710229
34 2025-11-30 47.213643 25.887917 67.686416
14:04:38 - cmdstanpy - INFO - Chain [1] start processing 14:04:38 - cmdstanpy - INFO - Chain [1] done processing 14:04:38 - cmdstanpy - INFO - Chain [1] start processing 14:04:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 724:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.492744 1.154559 45.020184
31 2025-08-31 21.458950 0.312293 43.739323
32 2025-09-30 20.458503 -0.559503 40.796894
33 2025-10-31 19.424709 -1.543199 40.990515
34 2025-11-30 18.424263 -2.702649 39.496046
Forecast for Europe and Product 725:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.427588 23.941489 61.257575
31 2025-08-31 41.525268 22.689695 59.692294
32 2025-09-30 41.619796 22.281420 61.109738
33 2025-10-31 41.717476 21.973347 60.290048
34 2025-11-30 41.812004 22.195012 58.490483
14:04:38 - cmdstanpy - INFO - Chain [1] start processing 14:04:38 - cmdstanpy - INFO - Chain [1] done processing 14:04:39 - cmdstanpy - INFO - Chain [1] start processing 14:04:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 726:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.201237 25.755469 77.721954
31 2025-08-31 51.374231 26.588729 75.585399
32 2025-09-30 51.541645 28.986072 75.348422
33 2025-10-31 51.714639 26.898422 76.185695
34 2025-11-30 51.882053 27.353265 73.500430
Forecast for Europe and Product 727:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.482307 29.588883 62.754997
31 2025-08-31 46.736652 30.458193 62.421859
32 2025-09-30 46.982791 30.242221 63.611728
33 2025-10-31 47.237136 29.598924 63.270116
34 2025-11-30 47.483275 31.310198 64.486978
14:04:39 - cmdstanpy - INFO - Chain [1] start processing 14:04:39 - cmdstanpy - INFO - Chain [1] done processing 14:04:39 - cmdstanpy - INFO - Chain [1] start processing 14:04:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 728:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.568184 -2.174160 43.733856
31 2025-08-31 21.601275 0.119625 43.523838
32 2025-09-30 20.665557 -1.518585 43.628056
33 2025-10-31 19.698648 -2.958149 43.864400
34 2025-11-30 18.762930 -3.899332 41.680101
Forecast for Europe and Product 729:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.814117 23.194458 60.530467
31 2025-08-31 41.891289 21.289963 61.841187
32 2025-09-30 41.965971 23.534818 61.093468
33 2025-10-31 42.043143 21.283730 62.483750
34 2025-11-30 42.117826 23.228898 60.745308
14:04:39 - cmdstanpy - INFO - Chain [1] start processing 14:04:39 - cmdstanpy - INFO - Chain [1] done processing 14:04:39 - cmdstanpy - INFO - Chain [1] start processing 14:04:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 730:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.853167 4.530610 47.890258
31 2025-08-31 26.056229 4.719731 47.279715
32 2025-09-30 25.285000 5.063714 46.716009
33 2025-10-31 24.488062 4.043244 45.167783
34 2025-11-30 23.716832 3.458037 45.768788
Forecast for Europe and Product 731:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.255850 5.761198 49.575948
31 2025-08-31 26.729165 5.889086 48.125054
32 2025-09-30 26.219470 4.345670 48.988009
33 2025-10-31 25.692785 5.124107 48.347630
34 2025-11-30 25.183090 3.689499 45.661688
14:04:39 - cmdstanpy - INFO - Chain [1] start processing 14:04:39 - cmdstanpy - INFO - Chain [1] done processing 14:04:40 - cmdstanpy - INFO - Chain [1] start processing 14:04:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 732:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.945398 8.595395 48.556591
31 2025-08-31 27.448753 8.198579 47.620941
32 2025-09-30 26.968129 6.505678 45.978313
33 2025-10-31 26.471485 8.545184 46.672079
34 2025-11-30 25.990861 6.534543 44.844185
Forecast for Europe and Product 733:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.873172 25.330357 65.737340
31 2025-08-31 46.193945 27.021352 66.099983
32 2025-09-30 46.504371 26.694701 67.997293
33 2025-10-31 46.825145 27.788424 67.416147
34 2025-11-30 47.135571 27.725623 66.186964
14:04:40 - cmdstanpy - INFO - Chain [1] start processing 14:04:40 - cmdstanpy - INFO - Chain [1] done processing 14:04:40 - cmdstanpy - INFO - Chain [1] start processing 14:04:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 734:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.188781 41.495790 77.746276
31 2025-08-31 60.032532 43.311128 77.265924
32 2025-09-30 60.849066 43.684556 79.265793
33 2025-10-31 61.692818 44.483756 79.931774
34 2025-11-30 62.509352 44.086696 80.368673
Forecast for Europe and Product 735:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.588362 11.694733 57.518450
31 2025-08-31 33.043788 8.651597 56.896236
32 2025-09-30 32.516781 9.785758 55.856279
33 2025-10-31 31.972207 8.990980 56.455335
34 2025-11-30 31.445199 8.929450 53.494455
14:04:40 - cmdstanpy - INFO - Chain [1] start processing 14:04:40 - cmdstanpy - INFO - Chain [1] done processing 14:04:40 - cmdstanpy - INFO - Chain [1] start processing 14:04:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 736:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.247327 14.935696 53.805773
31 2025-08-31 33.920552 14.398330 52.582670
32 2025-09-30 33.604317 14.267615 53.045289
33 2025-10-31 33.277542 13.106608 53.253799
34 2025-11-30 32.961308 13.513049 53.622344
Forecast for Europe and Product 737:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.373045 5.442026 45.370503
31 2025-08-31 25.649596 5.477373 47.194532
32 2025-09-30 24.949483 2.701167 46.558596
33 2025-10-31 24.226034 2.517211 45.760903
34 2025-11-30 23.525921 2.432681 44.402489
14:04:40 - cmdstanpy - INFO - Chain [1] start processing 14:04:40 - cmdstanpy - INFO - Chain [1] done processing 14:04:41 - cmdstanpy - INFO - Chain [1] start processing 14:04:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 738:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.011111 3.794790 37.425265
31 2025-08-31 20.221868 3.293191 35.452534
32 2025-09-30 19.458085 3.124093 37.200571
33 2025-10-31 18.668842 1.737966 36.267709
34 2025-11-30 17.905059 1.389685 34.302758
Forecast for Europe and Product 739:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.124762 16.686996 57.980420
31 2025-08-31 38.153937 18.379836 58.873251
32 2025-09-30 38.182172 17.295655 58.707003
33 2025-10-31 38.211348 17.815493 57.891100
34 2025-11-30 38.239582 17.521167 58.923547
14:04:41 - cmdstanpy - INFO - Chain [1] start processing 14:04:41 - cmdstanpy - INFO - Chain [1] done processing 14:04:41 - cmdstanpy - INFO - Chain [1] start processing 14:04:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 740:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.728241 14.910311 54.239634
31 2025-08-31 33.700547 12.473189 54.377642
32 2025-09-30 33.673746 12.965345 53.776587
33 2025-10-31 33.646052 13.600627 55.360468
34 2025-11-30 33.619252 14.440590 52.670328
Forecast for Europe and Product 741:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.320117 12.665778 47.956528
31 2025-08-31 29.633788 12.903346 47.721593
32 2025-09-30 28.969599 11.224506 45.099201
33 2025-10-31 28.283271 10.843464 46.097790
34 2025-11-30 27.619082 10.131055 45.175279
14:04:41 - cmdstanpy - INFO - Chain [1] start processing 14:04:41 - cmdstanpy - INFO - Chain [1] done processing 14:04:41 - cmdstanpy - INFO - Chain [1] start processing 14:04:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 742:
ds yhat yhat_lower yhat_upper
30 2025-07-31 14.726826 -8.399144 37.574108
31 2025-08-31 13.488651 -10.024187 36.994829
32 2025-09-30 12.290418 -12.626141 36.415691
33 2025-10-31 11.052243 -12.870257 33.201195
34 2025-11-30 9.854010 -12.662762 33.546633
Forecast for Europe and Product 743:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.056808 8.519683 43.594252
31 2025-08-31 25.441620 6.039361 42.883877
32 2025-09-30 24.846277 6.750271 43.250858
33 2025-10-31 24.231089 5.760840 41.011450
34 2025-11-30 23.635745 4.620722 41.805799
14:04:42 - cmdstanpy - INFO - Chain [1] start processing 14:04:42 - cmdstanpy - INFO - Chain [1] done processing 14:04:42 - cmdstanpy - INFO - Chain [1] start processing 14:04:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 744:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.265778 14.914907 46.557807
31 2025-08-31 30.854559 14.339709 47.071929
32 2025-09-30 30.456604 13.372862 46.861636
33 2025-10-31 30.045384 14.861059 47.473866
34 2025-11-30 29.647429 13.416285 45.063223
Forecast for Europe and Product 745:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.148578 7.744763 55.642692
31 2025-08-31 31.815834 8.098774 56.654543
32 2025-09-30 31.493823 6.490405 56.718934
33 2025-10-31 31.161078 6.394009 54.283690
34 2025-11-30 30.839067 7.518999 54.405216
14:04:42 - cmdstanpy - INFO - Chain [1] start processing 14:04:42 - cmdstanpy - INFO - Chain [1] done processing 14:04:42 - cmdstanpy - INFO - Chain [1] start processing 14:04:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 746:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.066310 13.393001 47.476100
31 2025-08-31 29.527022 11.063293 46.820132
32 2025-09-30 29.005131 10.943796 46.118905
33 2025-10-31 28.465843 10.384337 46.763139
34 2025-11-30 27.943951 10.231322 45.221292
Forecast for Europe and Product 747:
ds yhat yhat_lower yhat_upper
30 2025-07-31 17.982284 0.578126 36.068648
31 2025-08-31 17.085295 -0.163730 34.750792
32 2025-09-30 16.217241 -0.135466 32.494164
33 2025-10-31 15.320252 -2.629320 32.701592
34 2025-11-30 14.452198 -2.613600 32.827343
14:04:42 - cmdstanpy - INFO - Chain [1] start processing 14:04:42 - cmdstanpy - INFO - Chain [1] done processing 14:04:42 - cmdstanpy - INFO - Chain [1] start processing 14:04:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 748:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.066970 10.510592 42.761931
31 2025-08-31 26.625642 10.723346 41.645175
32 2025-09-30 26.198551 9.297532 42.207138
33 2025-10-31 25.757224 9.791483 42.479072
34 2025-11-30 25.330133 9.082663 40.483657
Forecast for Europe and Product 749:
ds yhat yhat_lower yhat_upper
30 2025-07-31 62.479259 40.491811 83.910459
31 2025-08-31 63.333352 39.794599 85.021856
32 2025-09-30 64.159894 42.680662 87.556963
33 2025-10-31 65.013987 42.204468 89.406622
34 2025-11-30 65.840528 42.429087 88.118445
14:04:43 - cmdstanpy - INFO - Chain [1] start processing 14:04:43 - cmdstanpy - INFO - Chain [1] done processing 14:04:43 - cmdstanpy - INFO - Chain [1] start processing 14:04:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 750:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.804027 8.542941 40.714434
31 2025-08-31 23.668121 8.127884 40.669842
32 2025-09-30 22.568856 6.282322 39.028582
33 2025-10-31 21.432950 5.139178 38.847105
34 2025-11-30 20.333685 3.454010 36.070838
Forecast for Europe and Product 751:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.288267 3.652422 41.269592
31 2025-08-31 21.624266 1.740901 40.129706
32 2025-09-30 20.981684 3.469329 40.179112
33 2025-10-31 20.317683 -0.050520 39.004682
34 2025-11-30 19.675101 0.128016 37.119546
14:04:43 - cmdstanpy - INFO - Chain [1] start processing 14:04:43 - cmdstanpy - INFO - Chain [1] done processing 14:04:43 - cmdstanpy - INFO - Chain [1] start processing 14:04:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 752:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.735672 11.777531 54.187938
31 2025-08-31 33.182487 11.091683 54.011847
32 2025-09-30 32.647148 13.060434 54.065393
33 2025-10-31 32.093963 11.577842 53.781808
34 2025-11-30 31.558623 11.290980 52.442803
Forecast for Europe and Product 753:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.300851 22.770119 65.564990
31 2025-08-31 44.415338 22.891878 64.485943
32 2025-09-30 44.526132 22.633844 64.720816
33 2025-10-31 44.640619 23.824680 65.756956
34 2025-11-30 44.751413 23.430505 65.474527
14:04:43 - cmdstanpy - INFO - Chain [1] start processing 14:04:43 - cmdstanpy - INFO - Chain [1] done processing 14:04:43 - cmdstanpy - INFO - Chain [1] start processing 14:04:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 754:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.203037 14.339077 58.331385
31 2025-08-31 35.960628 14.669160 57.984401
32 2025-09-30 35.726039 14.228961 57.087186
33 2025-10-31 35.483630 13.416125 56.377264
34 2025-11-30 35.249041 14.008654 56.692761
Forecast for Europe and Product 755:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.028468 12.343509 53.319331
31 2025-08-31 32.431307 12.228248 53.839768
32 2025-09-30 31.853409 11.471355 55.062627
33 2025-10-31 31.256248 8.555633 52.500044
34 2025-11-30 30.678351 10.802034 52.261150
14:04:44 - cmdstanpy - INFO - Chain [1] start processing 14:04:44 - cmdstanpy - INFO - Chain [1] done processing 14:04:44 - cmdstanpy - INFO - Chain [1] start processing 14:04:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 756:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.769955 41.289624 71.653484
31 2025-08-31 56.791736 41.884224 72.778229
32 2025-09-30 57.780556 42.886845 73.291774
33 2025-10-31 58.802336 44.477076 73.628662
34 2025-11-30 59.791156 44.175286 75.797009
Forecast for Europe and Product 757:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.825722 9.553695 41.084650
31 2025-08-31 24.229843 7.728653 40.062303
32 2025-09-30 23.653187 7.893497 38.126081
33 2025-10-31 23.057308 6.615304 38.159640
34 2025-11-30 22.480652 5.817110 38.505722
14:04:44 - cmdstanpy - INFO - Chain [1] start processing 14:04:44 - cmdstanpy - INFO - Chain [1] done processing 14:04:44 - cmdstanpy - INFO - Chain [1] start processing 14:04:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 758:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.089487 29.778415 62.742922
31 2025-08-31 47.399695 30.071435 63.922160
32 2025-09-30 47.699896 30.715114 64.223407
33 2025-10-31 48.010104 31.458758 63.497624
34 2025-11-30 48.310306 31.328989 64.790736
Forecast for Europe and Product 759:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.607879 9.338772 55.970713
31 2025-08-31 33.169947 9.545086 58.628246
32 2025-09-30 32.746142 10.790071 58.824710
33 2025-10-31 32.308210 8.001608 57.917714
34 2025-11-30 31.884404 7.123198 57.467245
14:04:44 - cmdstanpy - INFO - Chain [1] start processing 14:04:44 - cmdstanpy - INFO - Chain [1] done processing 14:04:44 - cmdstanpy - INFO - Chain [1] start processing 14:04:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 760:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.925640 28.881711 60.267946
31 2025-08-31 44.282927 28.284646 60.243374
32 2025-09-30 44.628689 29.355723 59.594178
33 2025-10-31 44.985977 30.326738 60.000071
34 2025-11-30 45.331739 31.287215 60.019313
Forecast for Europe and Product 761:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.957278 16.858438 58.395614
31 2025-08-31 36.987137 14.993468 58.259542
32 2025-09-30 37.016032 15.708932 58.124630
33 2025-10-31 37.045891 15.542608 57.202122
34 2025-11-30 37.074786 15.866392 57.955186
14:04:45 - cmdstanpy - INFO - Chain [1] start processing 14:04:45 - cmdstanpy - INFO - Chain [1] done processing 14:04:45 - cmdstanpy - INFO - Chain [1] start processing 14:04:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 762:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.692734 31.012921 79.532045
31 2025-08-31 57.310080 31.268393 83.717003
32 2025-09-30 57.907512 32.272922 84.278956
33 2025-10-31 58.524858 32.508945 84.258741
34 2025-11-30 59.122290 34.706370 84.781063
Forecast for Europe and Product 763:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.547518 22.519620 63.026837
31 2025-08-31 42.711914 23.030962 62.802681
32 2025-09-30 42.871006 22.510906 62.809218
33 2025-10-31 43.035401 23.167839 61.452282
34 2025-11-30 43.194493 23.915922 62.326284
14:04:45 - cmdstanpy - INFO - Chain [1] start processing 14:04:45 - cmdstanpy - INFO - Chain [1] done processing 14:04:45 - cmdstanpy - INFO - Chain [1] start processing 14:04:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 764:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.331853 43.320001 79.314419
31 2025-08-31 61.306494 44.431415 79.146587
32 2025-09-30 62.249696 45.254617 79.227995
33 2025-10-31 63.224337 45.814381 80.329174
34 2025-11-30 64.167538 46.069183 81.418489
Forecast for Europe and Product 765:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.928477 22.416173 58.810100
31 2025-08-31 40.044233 22.529596 57.358994
32 2025-09-30 40.156256 21.978605 58.900288
33 2025-10-31 40.272012 22.418485 57.253085
34 2025-11-30 40.384035 21.046289 58.373324
14:04:45 - cmdstanpy - INFO - Chain [1] start processing 14:04:45 - cmdstanpy - INFO - Chain [1] done processing 14:04:46 - cmdstanpy - INFO - Chain [1] start processing 14:04:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 766:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.032660 18.103889 67.440375
31 2025-08-31 41.952979 16.972947 66.461626
32 2025-09-30 41.875867 17.982778 67.578594
33 2025-10-31 41.796185 17.801100 67.187765
34 2025-11-30 41.719074 15.520956 66.617519
Forecast for Europe and Product 767:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.991104 4.417806 39.335843
31 2025-08-31 22.524788 4.450567 39.354612
32 2025-09-30 22.073514 3.600911 40.967068
33 2025-10-31 21.607198 3.565210 39.187772
34 2025-11-30 21.155924 3.802441 38.761714
14:04:46 - cmdstanpy - INFO - Chain [1] start processing 14:04:46 - cmdstanpy - INFO - Chain [1] done processing 14:04:46 - cmdstanpy - INFO - Chain [1] start processing 14:04:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 768:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.509892 17.650204 60.974373
31 2025-08-31 38.335827 15.618640 62.433809
32 2025-09-30 38.167377 15.011052 60.395321
33 2025-10-31 37.993311 16.096334 62.554039
34 2025-11-30 37.824861 14.150500 59.966923
14:04:46 - cmdstanpy - INFO - Chain [1] start processing 14:04:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 769:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.132447 30.629729 62.368612
31 2025-08-31 46.491552 31.882208 61.303888
32 2025-09-30 46.839073 31.402028 61.157427
33 2025-10-31 47.198179 29.578060 62.523319
34 2025-11-30 47.545700 32.158239 62.386834
Forecast for Europe and Product 770:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.106783 24.374326 66.271119
31 2025-08-31 46.305964 24.160060 68.430336
32 2025-09-30 46.498720 23.102404 67.395350
33 2025-10-31 46.697901 25.671076 68.599546
34 2025-11-30 46.890657 24.192403 67.000819
14:04:46 - cmdstanpy - INFO - Chain [1] start processing 14:04:46 - cmdstanpy - INFO - Chain [1] done processing 14:04:46 - cmdstanpy - INFO - Chain [1] start processing 14:04:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 771:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.821600 6.849521 45.115321
31 2025-08-31 26.116156 6.262788 47.629618
32 2025-09-30 25.433468 6.668847 44.663208
33 2025-10-31 24.728025 6.223261 43.916958
34 2025-11-30 24.045337 4.535347 43.547466
Forecast for Europe and Product 772:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.793800 8.606456 46.492201
31 2025-08-31 28.384445 9.439660 47.060118
32 2025-09-30 27.988294 10.346439 46.402128
33 2025-10-31 27.578939 7.899595 47.418858
34 2025-11-30 27.182789 8.362172 46.548101
14:04:47 - cmdstanpy - INFO - Chain [1] start processing 14:04:47 - cmdstanpy - INFO - Chain [1] done processing 14:04:47 - cmdstanpy - INFO - Chain [1] start processing 14:04:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 773:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.718129 33.547304 75.864684
31 2025-08-31 55.464805 35.513510 75.737480
32 2025-09-30 56.187396 36.329372 77.982873
33 2025-10-31 56.934072 33.606263 78.031759
34 2025-11-30 57.656662 37.065964 78.774156
Forecast for Europe and Product 774:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.521779 17.058276 49.515725
31 2025-08-31 32.364794 16.261482 47.723827
32 2025-09-30 32.212873 17.408588 47.221586
33 2025-10-31 32.055888 16.001539 46.909530
34 2025-11-30 31.903967 15.191074 47.364256
14:04:47 - cmdstanpy - INFO - Chain [1] start processing 14:04:47 - cmdstanpy - INFO - Chain [1] done processing 14:04:47 - cmdstanpy - INFO - Chain [1] start processing 14:04:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 775:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.604897 10.541358 48.998481
31 2025-08-31 29.227326 9.313915 48.396033
32 2025-09-30 28.861936 8.351886 48.628967
33 2025-10-31 28.484365 8.768421 47.208544
34 2025-11-30 28.118975 8.017932 48.345513
Forecast for Europe and Product 776:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.082589 32.903195 71.581221
31 2025-08-31 52.675786 33.009276 72.712357
32 2025-09-30 53.249848 32.669101 73.930142
33 2025-10-31 53.843046 33.755135 73.969172
34 2025-11-30 54.417108 33.151197 74.968501
14:04:47 - cmdstanpy - INFO - Chain [1] start processing 14:04:47 - cmdstanpy - INFO - Chain [1] done processing 14:04:48 - cmdstanpy - INFO - Chain [1] start processing 14:04:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 777:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.324510 23.783690 55.735052
31 2025-08-31 40.284294 24.452141 57.042698
32 2025-09-30 40.245375 23.584169 55.978126
33 2025-10-31 40.205159 23.863650 56.220452
34 2025-11-30 40.166241 24.183372 56.996198
Forecast for Europe and Product 778:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.570842 13.839820 62.255955
31 2025-08-31 38.416021 11.228652 64.533581
32 2025-09-30 38.266195 14.150143 63.092262
33 2025-10-31 38.111374 13.642274 64.398689
34 2025-11-30 37.961547 11.700482 64.006228
14:04:48 - cmdstanpy - INFO - Chain [1] start processing 14:04:48 - cmdstanpy - INFO - Chain [1] done processing 14:04:48 - cmdstanpy - INFO - Chain [1] start processing 14:04:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 779:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.808136 34.742217 65.958535
31 2025-08-31 51.225328 35.988228 65.464677
32 2025-09-30 51.629061 36.884159 66.084112
33 2025-10-31 52.046252 36.554612 66.333334
34 2025-11-30 52.449986 37.408384 67.159745
Forecast for Europe and Product 780:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.129199 28.546643 67.406751
31 2025-08-31 48.600780 28.319045 67.322092
32 2025-09-30 49.057149 29.217482 68.160512
33 2025-10-31 49.528731 29.086580 68.904809
34 2025-11-30 49.985100 30.501005 69.160817
14:04:48 - cmdstanpy - INFO - Chain [1] start processing 14:04:48 - cmdstanpy - INFO - Chain [1] done processing 14:04:48 - cmdstanpy - INFO - Chain [1] start processing 14:04:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 781:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.555891 33.430091 65.374252
31 2025-08-31 49.858517 34.307547 64.490751
32 2025-09-30 50.151381 35.106762 65.063584
33 2025-10-31 50.454007 35.367527 66.390913
34 2025-11-30 50.746871 35.365817 66.028004
Forecast for Europe and Product 782:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.277867 23.980229 56.610854
31 2025-08-31 40.106525 23.434226 57.455636
32 2025-09-30 39.940711 22.380796 56.270974
33 2025-10-31 39.769369 23.427063 56.481696
34 2025-11-30 39.603554 21.842016 58.046062
14:04:48 - cmdstanpy - INFO - Chain [1] start processing 14:04:48 - cmdstanpy - INFO - Chain [1] done processing 14:04:49 - cmdstanpy - INFO - Chain [1] start processing 14:04:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 783:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.421951 7.961085 37.236511
31 2025-08-31 21.594182 7.932294 36.368595
32 2025-09-30 20.793116 6.772788 34.730285
33 2025-10-31 19.965347 6.262953 33.339739
34 2025-11-30 19.164280 6.072010 33.520637
Forecast for Europe and Product 784:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.820656 15.356132 50.977767
31 2025-08-31 32.593388 14.498764 51.756928
32 2025-09-30 32.373452 14.503518 49.911149
33 2025-10-31 32.146184 14.947904 50.056358
34 2025-11-30 31.926247 14.132651 48.775959
14:04:49 - cmdstanpy - INFO - Chain [1] start processing 14:04:49 - cmdstanpy - INFO - Chain [1] done processing 14:04:49 - cmdstanpy - INFO - Chain [1] start processing 14:04:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 785:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.229799 7.189143 37.416760
31 2025-08-31 22.304236 6.934318 37.813780
32 2025-09-30 21.408530 5.812564 37.842942
33 2025-10-31 20.482968 4.586183 35.968338
34 2025-11-30 19.587262 4.424120 34.664013
Forecast for Europe and Product 786:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.062977 8.714721 42.693845
31 2025-08-31 25.259562 8.079435 41.982367
32 2025-09-30 24.482062 7.623749 40.956198
33 2025-10-31 23.678647 6.003789 39.266326
34 2025-11-30 22.901148 7.154849 39.728368
14:04:49 - cmdstanpy - INFO - Chain [1] start processing 14:04:49 - cmdstanpy - INFO - Chain [1] done processing 14:04:49 - cmdstanpy - INFO - Chain [1] start processing 14:04:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 787:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.387590 11.198388 53.352576
31 2025-08-31 31.842365 8.852716 51.931834
32 2025-09-30 31.314728 7.869024 51.078848
33 2025-10-31 30.769502 7.758318 52.124237
34 2025-11-30 30.241865 9.202466 51.990557
Forecast for Europe and Product 788:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.715281 21.480136 57.310333
31 2025-08-31 39.760467 23.360498 57.719753
32 2025-09-30 39.804195 22.830140 56.600954
33 2025-10-31 39.849382 23.337582 57.875964
34 2025-11-30 39.893110 22.634739 56.830883
14:04:49 - cmdstanpy - INFO - Chain [1] start processing 14:04:50 - cmdstanpy - INFO - Chain [1] done processing 14:04:50 - cmdstanpy - INFO - Chain [1] start processing 14:04:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 789:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.911270 25.028778 55.790854
31 2025-08-31 40.090746 25.512651 55.175162
32 2025-09-30 40.264433 24.197154 56.776528
33 2025-10-31 40.443910 24.942807 56.614760
34 2025-11-30 40.617597 24.789280 56.445968
Forecast for Europe and Product 790:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.603905 7.954777 52.222611
31 2025-08-31 29.035138 6.200209 50.272121
32 2025-09-30 28.484719 7.683418 48.870093
33 2025-10-31 27.915952 6.630959 49.941536
34 2025-11-30 27.365533 6.498791 51.089392
14:04:50 - cmdstanpy - INFO - Chain [1] start processing 14:04:50 - cmdstanpy - INFO - Chain [1] done processing 14:04:50 - cmdstanpy - INFO - Chain [1] start processing 14:04:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 791:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.678982 31.496503 64.816235
31 2025-08-31 49.124268 34.398525 65.911688
32 2025-09-30 49.555190 33.588310 63.748974
33 2025-10-31 50.000477 33.976210 66.398203
34 2025-11-30 50.431399 34.144345 66.004308
Forecast for Europe and Product 792:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.124848 -1.086003 42.697541
31 2025-08-31 19.933030 -1.582300 41.660090
32 2025-09-30 18.779658 -2.611201 40.278060
33 2025-10-31 17.587840 -4.419909 37.532823
34 2025-11-30 16.434467 -5.424824 37.969991
14:04:50 - cmdstanpy - INFO - Chain [1] start processing 14:04:50 - cmdstanpy - INFO - Chain [1] done processing 14:04:50 - cmdstanpy - INFO - Chain [1] start processing 14:04:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 793:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.651320 18.590713 56.934102
31 2025-08-31 37.436331 17.955058 56.188763
32 2025-09-30 37.228277 19.624104 55.918806
33 2025-10-31 37.013288 16.746297 56.643081
34 2025-11-30 36.805235 17.857373 55.438176
Forecast for Europe and Product 794:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.087277 37.813876 73.599904
31 2025-08-31 56.723594 37.571196 73.030974
32 2025-09-30 57.339384 39.635565 74.852330
33 2025-10-31 57.975701 37.887291 77.199999
34 2025-11-30 58.591491 42.063678 77.172180
14:04:51 - cmdstanpy - INFO - Chain [1] start processing 14:04:51 - cmdstanpy - INFO - Chain [1] done processing 14:04:51 - cmdstanpy - INFO - Chain [1] start processing 14:04:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 795:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.304310 32.044479 66.055000
31 2025-08-31 49.619525 32.402533 68.363201
32 2025-09-30 49.924573 32.363144 66.666678
33 2025-10-31 50.239789 32.214997 66.542767
34 2025-11-30 50.544836 32.934871 68.547273
Forecast for Europe and Product 796:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.470955 20.578709 60.727372
31 2025-08-31 40.510095 20.904772 59.754115
32 2025-09-30 40.547972 19.185456 61.385441
33 2025-10-31 40.587112 21.180331 60.824651
34 2025-11-30 40.624989 19.578154 61.012515
14:04:51 - cmdstanpy - INFO - Chain [1] start processing 14:04:51 - cmdstanpy - INFO - Chain [1] done processing 14:04:51 - cmdstanpy - INFO - Chain [1] start processing 14:04:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 797:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.930091 32.738172 81.538237
31 2025-08-31 57.346370 31.830568 82.885413
32 2025-09-30 57.749221 31.883932 84.146883
33 2025-10-31 58.165500 32.504713 82.353563
34 2025-11-30 58.568350 34.172315 84.454803
Forecast for Europe and Product 798:
ds yhat yhat_lower yhat_upper
29 2025-07-31 47.092780 27.073719 68.516602
30 2025-08-31 47.387826 27.052518 67.592493
31 2025-09-30 47.673354 26.814042 69.361770
32 2025-10-31 47.968399 27.982428 68.633864
33 2025-11-30 48.253927 27.955313 69.480541
14:04:51 - cmdstanpy - INFO - Chain [1] start processing 14:04:51 - cmdstanpy - INFO - Chain [1] done processing 14:04:51 - cmdstanpy - INFO - Chain [1] start processing 14:04:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 799:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.835974 33.638907 66.804848
31 2025-08-31 50.066055 34.672644 67.194752
32 2025-09-30 50.288714 33.429759 66.885093
33 2025-10-31 50.518794 34.750451 67.867795
34 2025-11-30 50.741453 32.574974 66.844262
Forecast for Europe and Product 800:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.809048 13.871530 52.737148
31 2025-08-31 33.311856 14.116191 52.896085
32 2025-09-30 32.830702 13.067829 51.601857
33 2025-10-31 32.333509 13.402427 53.101957
34 2025-11-30 31.852355 11.489259 51.210854
14:04:52 - cmdstanpy - INFO - Chain [1] start processing 14:04:52 - cmdstanpy - INFO - Chain [1] done processing 14:04:52 - cmdstanpy - INFO - Chain [1] start processing 14:04:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 801:
ds yhat yhat_lower yhat_upper
29 2025-06-30 47.514209 25.992402 68.899295
30 2025-07-31 48.157552 26.888404 68.349341
31 2025-08-31 48.800895 26.487394 70.105562
32 2025-09-30 49.423486 27.217424 70.585173
33 2025-10-31 50.066829 29.267663 69.857806
Forecast for Europe and Product 802:
ds yhat yhat_lower yhat_upper
30 2025-07-31 17.784904 -0.412232 35.935439
31 2025-08-31 16.510539 -1.297914 33.227420
32 2025-09-30 15.277282 -2.166954 31.824594
33 2025-10-31 14.002917 -3.958850 32.970131
34 2025-11-30 12.769660 -4.324986 31.388952
14:04:52 - cmdstanpy - INFO - Chain [1] start processing 14:04:52 - cmdstanpy - INFO - Chain [1] done processing 14:04:52 - cmdstanpy - INFO - Chain [1] start processing 14:04:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 803:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.141651 29.972564 72.521611
31 2025-08-31 52.820629 32.780286 74.848787
32 2025-09-30 53.477704 30.620028 74.016060
33 2025-10-31 54.156682 33.026412 74.844484
34 2025-11-30 54.813758 32.296356 75.441055
Forecast for Europe and Product 804:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.101562 32.964189 69.730448
31 2025-08-31 51.627040 33.666380 68.655362
32 2025-09-30 52.135567 33.165486 70.038705
33 2025-10-31 52.661045 34.597176 69.940668
34 2025-11-30 53.169573 35.225221 71.012658
14:04:52 - cmdstanpy - INFO - Chain [1] start processing 14:04:52 - cmdstanpy - INFO - Chain [1] done processing 14:04:52 - cmdstanpy - INFO - Chain [1] start processing 14:04:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 805:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.954086 -0.565151 39.527696
31 2025-08-31 18.065247 -2.566424 39.686661
32 2025-09-30 17.205081 -4.076867 36.165710
33 2025-10-31 16.316242 -3.331467 36.974759
34 2025-11-30 15.456075 -5.462688 34.997441
Forecast for Europe and Product 806:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.018044 37.305848 81.374811
31 2025-08-31 60.913441 38.515379 82.958585
32 2025-09-30 61.779954 37.756533 81.849003
33 2025-10-31 62.675352 41.564127 84.349460
34 2025-11-30 63.541865 42.808917 86.318415
14:04:53 - cmdstanpy - INFO - Chain [1] start processing 14:04:53 - cmdstanpy - INFO - Chain [1] done processing 14:04:53 - cmdstanpy - INFO - Chain [1] start processing 14:04:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 807:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.045724 11.032298 40.383892
31 2025-08-31 25.682482 10.864593 41.055890
32 2025-09-30 25.330959 10.629971 40.186365
33 2025-10-31 24.967717 10.013113 40.821106
34 2025-11-30 24.616194 9.710102 39.822972
Forecast for Europe and Product 808:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.571557 21.026445 60.819158
31 2025-08-31 41.544052 20.358696 62.765191
32 2025-09-30 41.517433 19.840629 63.139291
33 2025-10-31 41.489928 21.989521 61.661710
34 2025-11-30 41.463310 20.260348 62.895974
14:04:53 - cmdstanpy - INFO - Chain [1] start processing 14:04:53 - cmdstanpy - INFO - Chain [1] done processing 14:04:53 - cmdstanpy - INFO - Chain [1] start processing 14:04:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 809:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.933128 10.255293 53.220970
31 2025-08-31 31.230105 9.653640 52.231564
32 2025-09-30 30.549759 8.472396 53.485925
33 2025-10-31 29.846736 6.750732 50.679566
34 2025-11-30 29.166390 8.029764 50.045472
Forecast for Europe and Product 810:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.176175 33.916442 76.150830
31 2025-08-31 56.961792 37.254555 77.713754
32 2025-09-30 57.722067 36.572448 79.500280
33 2025-10-31 58.507684 39.642927 77.417022
34 2025-11-30 59.267958 38.723241 78.730705
14:04:53 - cmdstanpy - INFO - Chain [1] start processing 14:04:53 - cmdstanpy - INFO - Chain [1] done processing 14:04:53 - cmdstanpy - INFO - Chain [1] start processing 14:04:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 811:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.226854 5.266051 52.359772
31 2025-08-31 28.727136 3.644365 53.094529
32 2025-09-30 28.243538 5.561139 51.191588
33 2025-10-31 27.743820 4.431290 51.156984
34 2025-11-30 27.260222 3.214029 49.614929
Forecast for Europe and Product 812:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.903983 12.937000 50.951157
31 2025-08-31 32.523861 13.643921 51.884165
32 2025-09-30 32.156001 13.379315 49.812484
33 2025-10-31 31.775879 13.312830 50.817920
34 2025-11-30 31.408020 13.550161 50.403492
14:04:54 - cmdstanpy - INFO - Chain [1] start processing 14:04:54 - cmdstanpy - INFO - Chain [1] done processing 14:04:54 - cmdstanpy - INFO - Chain [1] start processing 14:04:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 813:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.732718 18.714691 62.998448
31 2025-08-31 40.704080 18.227747 64.664603
32 2025-09-30 40.676366 19.784257 64.502408
33 2025-10-31 40.647728 18.568421 62.768761
34 2025-11-30 40.620014 18.472149 63.540068
Forecast for Europe and Product 814:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.747996 18.745080 69.191966
31 2025-08-31 44.746137 21.628610 68.919925
32 2025-09-30 44.744338 21.757472 67.980835
33 2025-10-31 44.742479 21.866480 71.222783
34 2025-11-30 44.740679 19.760479 68.460477
14:04:54 - cmdstanpy - INFO - Chain [1] start processing 14:04:54 - cmdstanpy - INFO - Chain [1] done processing 14:04:54 - cmdstanpy - INFO - Chain [1] start processing 14:04:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 815:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.164431 8.212418 42.788197
31 2025-08-31 25.415956 8.216243 43.694823
32 2025-09-30 24.691625 5.889486 43.146231
33 2025-10-31 23.943150 5.406925 41.154192
34 2025-11-30 23.218820 4.189046 40.919987
Forecast for Europe and Product 816:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.797146 25.618802 76.312500
31 2025-08-31 52.231607 26.851204 78.318072
32 2025-09-30 52.652054 25.928936 78.127020
33 2025-10-31 53.086515 26.882386 79.304861
34 2025-11-30 53.506961 28.804797 79.339526
14:04:54 - cmdstanpy - INFO - Chain [1] start processing 14:04:54 - cmdstanpy - INFO - Chain [1] done processing 14:04:54 - cmdstanpy - INFO - Chain [1] start processing 14:04:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 817:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.981255 4.952025 52.463436
31 2025-08-31 29.474903 6.491521 53.519377
32 2025-09-30 28.984885 4.395521 54.713653
33 2025-10-31 28.478533 3.685116 52.982869
34 2025-11-30 27.988515 3.503466 53.905173
Forecast for Europe and Product 818:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.903244 17.068137 65.654653
31 2025-08-31 40.879938 17.418863 64.868139
32 2025-09-30 40.857383 17.329551 65.628082
33 2025-10-31 40.834077 15.953752 64.563448
34 2025-11-30 40.811522 18.120656 62.137992
14:04:55 - cmdstanpy - INFO - Chain [1] start processing 14:04:55 - cmdstanpy - INFO - Chain [1] done processing 14:04:55 - cmdstanpy - INFO - Chain [1] start processing 14:04:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 819:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.747284 20.561442 64.784698
31 2025-08-31 42.935064 21.103094 65.902702
32 2025-09-30 43.116787 20.551028 64.500158
33 2025-10-31 43.304567 22.187744 66.140946
34 2025-11-30 43.486289 22.703608 64.767059
Forecast for Europe and Product 820:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.183561 16.187223 54.989264
31 2025-08-31 34.977710 16.590051 54.930603
32 2025-09-30 34.778500 17.096487 53.780400
33 2025-10-31 34.572650 16.359854 53.623882
34 2025-11-30 34.373440 16.687691 54.086148
14:04:55 - cmdstanpy - INFO - Chain [1] start processing 14:04:55 - cmdstanpy - INFO - Chain [1] done processing 14:04:55 - cmdstanpy - INFO - Chain [1] start processing 14:04:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 821:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.242378 12.859197 61.618299
31 2025-08-31 37.303026 13.354713 63.157886
32 2025-09-30 37.361717 12.886190 60.552890
33 2025-10-31 37.422365 13.183206 61.894600
34 2025-11-30 37.481057 13.236751 61.969322
Forecast for Europe and Product 822:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.934770 19.096753 67.292763
31 2025-08-31 42.986332 18.508982 66.376683
32 2025-09-30 43.036230 17.323728 67.744725
33 2025-10-31 43.087791 19.024488 66.906459
34 2025-11-30 43.137689 19.960831 66.356716
14:04:55 - cmdstanpy - INFO - Chain [1] start processing 14:04:55 - cmdstanpy - INFO - Chain [1] done processing 14:04:55 - cmdstanpy - INFO - Chain [1] start processing 14:04:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 823:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.564947 36.709917 69.812447
31 2025-08-31 53.133567 36.635191 69.152809
32 2025-09-30 53.683845 36.967097 68.857593
33 2025-10-31 54.252466 37.483631 70.976659
34 2025-11-30 54.802744 39.052248 71.298452
Forecast for Europe and Product 824:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.492359 17.764082 56.973442
31 2025-08-31 38.532398 20.003807 56.701848
32 2025-09-30 38.571145 19.029848 57.300315
33 2025-10-31 38.611184 19.662721 58.432818
34 2025-11-30 38.649932 19.639024 57.062069
14:04:56 - cmdstanpy - INFO - Chain [1] start processing 14:04:56 - cmdstanpy - INFO - Chain [1] done processing 14:04:56 - cmdstanpy - INFO - Chain [1] start processing 14:04:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 825:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.329748 32.071724 66.334051
31 2025-08-31 49.637025 32.975852 66.699683
32 2025-09-30 49.934389 31.951012 66.105789
33 2025-10-31 50.241666 34.391765 66.957699
34 2025-11-30 50.539031 33.928601 67.456709
Forecast for Europe and Product 826:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.179356 7.606450 50.695948
31 2025-08-31 28.601935 6.886487 49.473503
32 2025-09-30 28.043140 5.624422 49.655734
33 2025-10-31 27.465719 7.478912 51.120631
34 2025-11-30 26.906924 6.493965 49.049685
14:04:56 - cmdstanpy - INFO - Chain [1] start processing 14:04:56 - cmdstanpy - INFO - Chain [1] done processing 14:04:56 - cmdstanpy - INFO - Chain [1] start processing 14:04:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 827:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.356147 15.793279 60.831797
31 2025-08-31 38.092965 15.747080 61.268348
32 2025-09-30 37.838272 15.574784 61.222716
33 2025-10-31 37.575089 13.894971 63.405277
34 2025-11-30 37.320396 12.577365 60.518879
Forecast for Europe and Product 828:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.850366 24.114790 60.121762
31 2025-08-31 43.110480 24.788610 59.946025
32 2025-09-30 43.362204 25.215077 61.881776
33 2025-10-31 43.622318 25.067035 60.936993
34 2025-11-30 43.874041 26.030536 62.343906
14:04:56 - cmdstanpy - INFO - Chain [1] start processing 14:04:56 - cmdstanpy - INFO - Chain [1] done processing 14:04:57 - cmdstanpy - INFO - Chain [1] start processing 14:04:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 829:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.408515 21.082739 56.736918
31 2025-08-31 39.589058 21.322280 57.761053
32 2025-09-30 39.763777 22.402292 57.488904
33 2025-10-31 39.944320 22.752198 56.987458
34 2025-11-30 40.119039 23.324799 56.417955
Forecast for Europe and Product 830:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.353876 14.148172 51.561091
31 2025-08-31 32.039300 12.947659 51.162623
32 2025-09-30 31.734871 13.960626 51.025739
33 2025-10-31 31.420295 12.348292 49.263377
34 2025-11-30 31.115867 10.822376 50.682434
14:04:57 - cmdstanpy - INFO - Chain [1] start processing 14:04:57 - cmdstanpy - INFO - Chain [1] done processing 14:04:57 - cmdstanpy - INFO - Chain [1] start processing 14:04:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 831:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.136270 21.225123 74.684745
31 2025-08-31 49.269472 21.623632 74.747506
32 2025-09-30 49.398377 23.154872 77.211838
33 2025-10-31 49.531579 23.530629 78.514611
34 2025-11-30 49.660484 22.084172 76.736345
Forecast for Europe and Product 832:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.024317 16.608241 62.593203
31 2025-08-31 37.667466 14.988668 60.863232
32 2025-09-30 37.322127 13.292957 60.098059
33 2025-10-31 36.965276 14.676263 59.374309
34 2025-11-30 36.619936 13.035038 60.288783
14:04:57 - cmdstanpy - INFO - Chain [1] start processing 14:04:57 - cmdstanpy - INFO - Chain [1] done processing 14:04:57 - cmdstanpy - INFO - Chain [1] start processing 14:04:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 833:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.834273 11.709857 64.051057
31 2025-08-31 38.420211 13.250803 64.693863
32 2025-09-30 38.019507 12.919632 63.017623
33 2025-10-31 37.605445 12.466056 60.416914
34 2025-11-30 37.204740 11.422784 63.179662
Forecast for Europe and Product 834:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.610290 20.527677 54.450187
31 2025-08-31 37.539655 21.253739 55.220911
32 2025-09-30 37.471298 20.875453 53.501792
33 2025-10-31 37.400662 20.564298 55.276689
34 2025-11-30 37.332306 20.857535 55.038402
14:04:57 - cmdstanpy - INFO - Chain [1] start processing 14:04:57 - cmdstanpy - INFO - Chain [1] done processing 14:04:58 - cmdstanpy - INFO - Chain [1] start processing 14:04:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 835:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.022968 25.842479 75.852730
31 2025-08-31 50.371622 22.352853 77.149210
32 2025-09-30 50.709029 24.553304 76.675526
33 2025-10-31 51.057683 23.445640 76.860403
34 2025-11-30 51.395090 23.000305 77.536710
Forecast for Europe and Product 836:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.615959 21.580607 60.773774
31 2025-08-31 40.719087 20.209648 60.719799
32 2025-09-30 40.818888 20.676963 60.428062
33 2025-10-31 40.922016 20.357253 62.993416
34 2025-11-30 41.021817 21.452814 61.401442
14:04:58 - cmdstanpy - INFO - Chain [1] start processing 14:04:58 - cmdstanpy - INFO - Chain [1] done processing 14:04:58 - cmdstanpy - INFO - Chain [1] start processing 14:04:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 837:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.668639 20.993922 62.707943
31 2025-08-31 40.388511 20.526891 60.900377
32 2025-09-30 40.117421 18.714745 61.267563
33 2025-10-31 39.837293 19.126258 60.248331
34 2025-11-30 39.566202 20.873262 61.190333
Forecast for Europe and Product 838:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.582410 15.749753 59.027449
31 2025-08-31 37.588336 17.589818 58.100421
32 2025-09-30 37.594071 17.078686 57.678557
33 2025-10-31 37.599997 18.170841 58.263266
34 2025-11-30 37.605732 17.678446 57.602288
14:04:58 - cmdstanpy - INFO - Chain [1] start processing 14:04:58 - cmdstanpy - INFO - Chain [1] done processing 14:04:58 - cmdstanpy - INFO - Chain [1] start processing 14:04:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 839:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.468985 19.866142 60.827102
31 2025-08-31 41.382419 18.428072 63.066856
32 2025-09-30 41.298646 19.163635 64.395307
33 2025-10-31 41.212080 20.279854 63.027302
34 2025-11-30 41.128306 19.239574 63.247840
Forecast for Europe and Product 840:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.226351 22.855224 68.497750
31 2025-08-31 46.585891 23.665780 69.403859
32 2025-09-30 46.933833 24.071168 69.268483
33 2025-10-31 47.293373 25.073065 71.500692
34 2025-11-30 47.641315 24.680341 69.945087
14:04:58 - cmdstanpy - INFO - Chain [1] start processing 14:04:58 - cmdstanpy - INFO - Chain [1] done processing 14:04:59 - cmdstanpy - INFO - Chain [1] start processing 14:04:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 841:
ds yhat yhat_lower yhat_upper
30 2025-07-31 13.311381 -7.566398 33.554860
31 2025-08-31 11.945879 -8.556186 33.512501
32 2025-09-30 10.624426 -11.042846 32.583902
33 2025-10-31 9.258924 -10.516255 29.738083
34 2025-11-30 7.937470 -14.278219 29.487369
Forecast for Europe and Product 842:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.210561 37.680960 69.471221
31 2025-08-31 53.681049 37.659273 70.374752
32 2025-09-30 54.136360 37.527180 70.134618
33 2025-10-31 54.606848 38.032242 71.046769
34 2025-11-30 55.062160 38.680301 71.324349
14:04:59 - cmdstanpy - INFO - Chain [1] start processing 14:04:59 - cmdstanpy - INFO - Chain [1] done processing 14:04:59 - cmdstanpy - INFO - Chain [1] start processing 14:04:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 843:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.591428 18.332359 58.119570
31 2025-08-31 38.261036 16.502954 58.803414
32 2025-09-30 37.941302 16.751446 58.005413
33 2025-10-31 37.610910 17.255047 59.002166
34 2025-11-30 37.291176 17.707695 59.143329
Forecast for Europe and Product 844:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.654640 22.926866 61.853091
31 2025-08-31 42.697377 23.391867 63.358499
32 2025-09-30 42.738735 24.016929 62.116713
33 2025-10-31 42.781472 21.710422 62.642703
34 2025-11-30 42.822831 22.799300 62.918989
14:04:59 - cmdstanpy - INFO - Chain [1] start processing 14:04:59 - cmdstanpy - INFO - Chain [1] done processing 14:04:59 - cmdstanpy - INFO - Chain [1] start processing 14:04:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 845:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.555088 11.415681 42.459357
31 2025-08-31 26.033419 11.176984 40.879772
32 2025-09-30 25.528577 10.581214 40.264240
33 2025-10-31 25.006908 9.698100 40.199781
34 2025-11-30 24.502066 9.823256 38.935912
14:05:00 - cmdstanpy - INFO - Chain [1] start processing 14:05:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 846:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.861284 6.244589 43.096507
31 2025-08-31 24.069163 6.643735 43.377363
32 2025-09-30 23.302595 4.434726 42.933702
33 2025-10-31 22.510474 3.336901 42.703217
34 2025-11-30 21.743906 4.286764 41.283734
Forecast for Europe and Product 847:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.007962 13.332192 51.605157
31 2025-08-31 32.350855 13.017253 51.206549
32 2025-09-30 31.714944 11.865318 52.460759
33 2025-10-31 31.057837 13.076919 50.765348
34 2025-11-30 30.421927 10.984173 50.561048
14:05:00 - cmdstanpy - INFO - Chain [1] start processing 14:05:00 - cmdstanpy - INFO - Chain [1] done processing 14:05:00 - cmdstanpy - INFO - Chain [1] start processing 14:05:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 848:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.747870 3.136956 40.820859
31 2025-08-31 21.804734 2.111795 42.019507
32 2025-09-30 20.892022 1.485230 40.348524
33 2025-10-31 19.948886 0.036601 39.387219
34 2025-11-30 19.036174 -1.827184 38.647677
Forecast for Europe and Product 849:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.226851 19.247491 61.757642
31 2025-08-31 41.265671 18.971679 62.247997
32 2025-09-30 41.303238 19.810164 61.262091
33 2025-10-31 41.342057 18.896729 63.402831
34 2025-11-30 41.379624 18.068334 62.193260
14:05:00 - cmdstanpy - INFO - Chain [1] start processing 14:05:00 - cmdstanpy - INFO - Chain [1] done processing 14:05:00 - cmdstanpy - INFO - Chain [1] start processing 14:05:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 850:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.929410 35.477658 73.503279
31 2025-08-31 54.532908 35.326937 73.244192
32 2025-09-30 55.116938 37.379768 72.624209
33 2025-10-31 55.720435 37.176237 73.683903
34 2025-11-30 56.304465 36.491409 75.896286
Forecast for Europe and Product 851:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.567995 20.051655 58.272080
31 2025-08-31 38.813014 19.721074 58.343427
32 2025-09-30 39.050129 20.343894 56.913463
33 2025-10-31 39.295148 20.689466 57.532823
34 2025-11-30 39.532263 22.235697 57.839379
14:05:01 - cmdstanpy - INFO - Chain [1] start processing 14:05:01 - cmdstanpy - INFO - Chain [1] done processing 14:05:01 - cmdstanpy - INFO - Chain [1] start processing 14:05:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 852:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.768514 23.116921 58.835871
31 2025-08-31 41.931351 23.689993 60.700370
32 2025-09-30 42.088935 24.095237 61.668004
33 2025-10-31 42.251771 24.175346 60.689751
34 2025-11-30 42.409355 25.036783 60.881863
Forecast for Europe and Product 853:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.792651 21.408597 71.401811
31 2025-08-31 46.035710 20.665693 70.016779
32 2025-09-30 46.270928 20.205567 71.569386
33 2025-10-31 46.513987 22.889700 72.622087
34 2025-11-30 46.749205 21.256035 71.393638
14:05:01 - cmdstanpy - INFO - Chain [1] start processing 14:05:01 - cmdstanpy - INFO - Chain [1] done processing 14:05:01 - cmdstanpy - INFO - Chain [1] start processing 14:05:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 854:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.255094 16.893787 61.993206
31 2025-08-31 39.278556 14.166132 63.730875
32 2025-09-30 39.301261 17.299002 63.836500
33 2025-10-31 39.324723 15.199501 61.828188
34 2025-11-30 39.347428 16.789184 63.229401
Forecast for Europe and Product 855:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.274958 6.160515 47.544774
31 2025-08-31 25.672269 5.857521 45.136931
32 2025-09-30 25.089022 5.580376 46.550659
33 2025-10-31 24.486333 4.408741 44.020959
34 2025-11-30 23.903086 3.639421 43.186349
14:05:01 - cmdstanpy - INFO - Chain [1] start processing 14:05:01 - cmdstanpy - INFO - Chain [1] done processing 14:05:02 - cmdstanpy - INFO - Chain [1] start processing 14:05:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 856:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.053746 19.932713 51.721202
31 2025-08-31 34.711610 18.015200 50.932640
32 2025-09-30 34.380511 18.363477 50.768667
33 2025-10-31 34.038376 17.228132 50.674620
34 2025-11-30 33.707277 17.003540 49.987403
Forecast for Europe and Product 857:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.879427 -1.136109 49.912110
31 2025-08-31 24.946905 0.766023 51.664121
32 2025-09-30 24.044465 -1.579587 51.152815
33 2025-10-31 23.111944 -4.385746 48.856981
34 2025-11-30 22.209504 -2.772280 46.326828
14:05:02 - cmdstanpy - INFO - Chain [1] start processing 14:05:02 - cmdstanpy - INFO - Chain [1] done processing 14:05:02 - cmdstanpy - INFO - Chain [1] start processing 14:05:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 858:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.952053 23.880435 60.351635
31 2025-08-31 41.902984 22.319099 60.425384
32 2025-09-30 41.855499 22.963532 60.502425
33 2025-10-31 41.806431 22.438128 60.332190
34 2025-11-30 41.758945 22.450991 60.839054
Forecast for Europe and Product 859:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.538271 30.656218 67.082849
31 2025-08-31 49.917556 30.988540 68.809264
32 2025-09-30 50.284606 31.784706 68.834548
33 2025-10-31 50.663891 33.870353 68.505941
34 2025-11-30 51.030940 33.129756 69.126884
14:05:02 - cmdstanpy - INFO - Chain [1] start processing 14:05:02 - cmdstanpy - INFO - Chain [1] done processing 14:05:02 - cmdstanpy - INFO - Chain [1] start processing 14:05:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 860:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.456158 24.919902 56.146297
31 2025-08-31 39.475660 23.842248 55.525652
32 2025-09-30 39.494533 22.926970 54.906971
33 2025-10-31 39.514034 23.739775 55.306020
34 2025-11-30 39.532907 24.131723 55.782041
Forecast for Europe and Product 861:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.356164 12.446848 55.663708
31 2025-08-31 33.748607 10.681297 54.560208
32 2025-09-30 33.160649 13.255002 55.460592
33 2025-10-31 32.553092 10.241851 53.196929
34 2025-11-30 31.965133 9.706650 54.402297
14:05:02 - cmdstanpy - INFO - Chain [1] start processing 14:05:03 - cmdstanpy - INFO - Chain [1] done processing 14:05:03 - cmdstanpy - INFO - Chain [1] start processing 14:05:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 862:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.493355 40.160877 75.540917
31 2025-08-31 57.983200 40.447211 76.024818
32 2025-09-30 58.457244 39.532370 76.588896
33 2025-10-31 58.947089 41.546406 77.382188
34 2025-11-30 59.421133 41.830308 77.552124
Forecast for Europe and Product 863:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.049304 16.774244 59.157650
31 2025-08-31 36.944243 16.734897 56.065588
32 2025-09-30 36.842571 16.653625 58.275343
33 2025-10-31 36.737511 17.408369 57.558491
34 2025-11-30 36.635839 15.979570 55.911975
14:05:03 - cmdstanpy - INFO - Chain [1] start processing 14:05:03 - cmdstanpy - INFO - Chain [1] done processing 14:05:03 - cmdstanpy - INFO - Chain [1] start processing 14:05:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 864:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.677258 19.340464 58.920818
31 2025-08-31 39.700169 20.482602 57.994535
32 2025-09-30 39.722340 22.275636 56.872280
33 2025-10-31 39.745250 20.747742 58.263647
34 2025-11-30 39.767422 20.324436 57.426102
Forecast for Europe and Product 865:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.525526 11.668367 50.722484
31 2025-08-31 31.240521 11.370344 50.020601
32 2025-09-30 30.964709 12.919718 50.176057
33 2025-10-31 30.679704 10.811389 49.988298
34 2025-11-30 30.403892 10.804657 48.501962
14:05:03 - cmdstanpy - INFO - Chain [1] start processing 14:05:03 - cmdstanpy - INFO - Chain [1] done processing 14:05:03 - cmdstanpy - INFO - Chain [1] start processing 14:05:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 866:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.508299 20.714252 63.436626
31 2025-08-31 42.752024 21.082204 65.033800
32 2025-09-30 42.987887 19.858747 64.769589
33 2025-10-31 43.231612 21.544794 66.214816
34 2025-11-30 43.467474 21.223693 66.119320
Forecast for Europe and Product 867:
ds yhat yhat_lower yhat_upper
30 2025-07-31 17.673772 -9.005331 44.841637
31 2025-08-31 16.158126 -10.916534 42.273394
32 2025-09-30 14.691372 -9.997739 41.811407
33 2025-10-31 13.175727 -12.915919 38.189028
34 2025-11-30 11.708973 -13.653204 38.576147
14:05:04 - cmdstanpy - INFO - Chain [1] start processing 14:05:04 - cmdstanpy - INFO - Chain [1] done processing 14:05:04 - cmdstanpy - INFO - Chain [1] start processing 14:05:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 868:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.015541 24.128610 66.966131
31 2025-08-31 45.248449 23.652125 66.682454
32 2025-09-30 45.473843 23.691220 67.438397
33 2025-10-31 45.706751 24.400614 66.479234
34 2025-11-30 45.932146 25.335537 66.446567
Forecast for Europe and Product 869:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.726137 20.350099 70.045749
31 2025-08-31 45.641486 20.958497 70.013905
32 2025-09-30 45.559565 20.776808 69.568108
33 2025-10-31 45.474913 20.877519 69.549313
34 2025-11-30 45.392993 23.168349 70.660001
14:05:04 - cmdstanpy - INFO - Chain [1] start processing 14:05:04 - cmdstanpy - INFO - Chain [1] done processing 14:05:04 - cmdstanpy - INFO - Chain [1] start processing 14:05:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 870:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.628187 5.073180 47.263332
31 2025-08-31 25.976994 6.106250 47.925079
32 2025-09-30 25.346806 3.863331 45.791383
33 2025-10-31 24.695613 2.853713 44.894583
34 2025-11-30 24.065426 3.744677 44.185816
Forecast for Europe and Product 871:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.085688 28.143621 78.395277
31 2025-08-31 54.670643 30.343034 79.951121
32 2025-09-30 55.236727 29.726246 79.524883
33 2025-10-31 55.821681 30.974283 82.214876
34 2025-11-30 56.387766 31.719888 82.441485
14:05:04 - cmdstanpy - INFO - Chain [1] start processing 14:05:04 - cmdstanpy - INFO - Chain [1] done processing 14:05:04 - cmdstanpy - INFO - Chain [1] start processing 14:05:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 872:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.122941 6.934634 48.725413
31 2025-08-31 27.593731 6.727117 47.737089
32 2025-09-30 27.081592 6.808471 48.664553
33 2025-10-31 26.552382 5.721126 48.755382
34 2025-11-30 26.040243 5.392437 45.846510
Forecast for Europe and Product 873:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.298516 34.943798 67.663659
31 2025-08-31 51.779952 35.366261 68.846893
32 2025-09-30 52.245859 34.987202 67.316183
33 2025-10-31 52.727295 35.392032 69.889385
34 2025-11-30 53.193201 35.957082 71.283052
14:05:05 - cmdstanpy - INFO - Chain [1] start processing 14:05:05 - cmdstanpy - INFO - Chain [1] done processing 14:05:05 - cmdstanpy - INFO - Chain [1] start processing 14:05:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 874:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.001417 13.169387 52.115966
31 2025-08-31 33.594033 13.990000 53.255188
32 2025-09-30 33.199791 13.407540 52.541970
33 2025-10-31 32.792407 12.168162 53.191552
34 2025-11-30 32.398165 12.948309 53.487742
Forecast for Europe and Product 875:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.391980 11.328372 47.480595
31 2025-08-31 29.128824 9.472790 48.194911
32 2025-09-30 28.874157 9.885537 47.440922
33 2025-10-31 28.611001 10.907871 47.798091
34 2025-11-30 28.356335 9.184694 46.116258
14:05:05 - cmdstanpy - INFO - Chain [1] start processing 14:05:05 - cmdstanpy - INFO - Chain [1] done processing 14:05:05 - cmdstanpy - INFO - Chain [1] start processing 14:05:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 876:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.778974 7.939473 49.110099
31 2025-08-31 28.214580 7.566506 48.870767
32 2025-09-30 27.668391 7.429897 50.075682
33 2025-10-31 27.103997 7.512224 48.080707
34 2025-11-30 26.557809 6.529745 48.948449
Forecast for Europe and Product 877:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.522822 23.605873 60.397192
31 2025-08-31 41.683739 23.521242 61.596076
32 2025-09-30 41.839466 23.447902 60.885774
33 2025-10-31 42.000384 21.785462 60.656135
34 2025-11-30 42.156111 23.549758 62.774172
14:05:05 - cmdstanpy - INFO - Chain [1] start processing 14:05:05 - cmdstanpy - INFO - Chain [1] done processing 14:05:05 - cmdstanpy - INFO - Chain [1] start processing 14:05:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 878:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.848566 17.307385 50.350172
31 2025-08-31 31.651242 14.803265 48.465464
32 2025-09-30 31.460283 16.829449 47.554060
33 2025-10-31 31.262959 15.781874 47.740428
34 2025-11-30 31.072000 15.162945 45.741304
Forecast for Europe and Product 879:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.264298 26.135394 79.645548
31 2025-08-31 54.639463 28.869071 80.685797
32 2025-09-30 55.002527 28.347524 80.878534
33 2025-10-31 55.377693 29.354745 81.060950
34 2025-11-30 55.740756 31.024466 81.826395
14:05:06 - cmdstanpy - INFO - Chain [1] start processing 14:05:06 - cmdstanpy - INFO - Chain [1] done processing 14:05:06 - cmdstanpy - INFO - Chain [1] start processing 14:05:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 880:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.219744 37.964756 82.153787
31 2025-08-31 60.869881 37.504423 81.152172
32 2025-09-30 61.499046 40.927476 81.759048
33 2025-10-31 62.149184 39.908849 83.263796
34 2025-11-30 62.778349 42.943002 84.074700
Forecast for Europe and Product 881:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.324468 27.508740 67.299290
31 2025-08-31 47.835797 25.922869 68.715899
32 2025-09-30 48.330633 27.530491 68.692556
33 2025-10-31 48.841962 29.197771 68.539290
34 2025-11-30 49.336798 27.618045 70.067553
14:05:06 - cmdstanpy - INFO - Chain [1] start processing 14:05:06 - cmdstanpy - INFO - Chain [1] done processing 14:05:06 - cmdstanpy - INFO - Chain [1] start processing 14:05:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 882:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.547503 33.223030 67.367564
31 2025-08-31 51.134986 34.141580 66.790535
32 2025-09-30 51.703517 36.257202 68.247149
33 2025-10-31 52.291000 35.850179 68.313887
34 2025-11-30 52.859532 36.857931 69.052008
Forecast for Europe and Product 883:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.034318 18.473098 55.388609
31 2025-08-31 36.937233 19.624163 56.007106
32 2025-09-30 36.843280 19.498131 54.249834
33 2025-10-31 36.746195 17.477232 56.237181
34 2025-11-30 36.652242 18.602477 54.780554
14:05:06 - cmdstanpy - INFO - Chain [1] start processing 14:05:06 - cmdstanpy - INFO - Chain [1] done processing 14:05:07 - cmdstanpy - INFO - Chain [1] start processing 14:05:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 884:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.261629 20.718466 64.525080
31 2025-08-31 42.522936 22.755225 63.135879
32 2025-09-30 42.775813 22.979569 63.948171
33 2025-10-31 43.037121 22.813603 64.115446
34 2025-11-30 43.289998 21.159322 64.582777
Forecast for Europe and Product 885:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.316615 7.930526 43.942263
31 2025-08-31 25.895447 8.308940 43.862824
32 2025-09-30 25.487864 7.943520 43.140751
33 2025-10-31 25.066696 7.651208 42.446557
34 2025-11-30 24.659114 7.473841 43.174271
14:05:07 - cmdstanpy - INFO - Chain [1] start processing 14:05:07 - cmdstanpy - INFO - Chain [1] done processing 14:05:07 - cmdstanpy - INFO - Chain [1] start processing 14:05:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 886:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.140318 17.922397 59.134671
31 2025-08-31 38.225233 17.901325 58.202486
32 2025-09-30 38.307408 18.710168 57.026815
33 2025-10-31 38.392323 17.151352 59.159525
34 2025-11-30 38.474499 18.161022 58.851385
Forecast for Europe and Product 887:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.518093 13.752239 52.282387
31 2025-08-31 33.367529 14.274087 52.026120
32 2025-09-30 33.221822 14.267602 51.092615
33 2025-10-31 33.071258 12.926451 52.021781
34 2025-11-30 32.925551 14.026642 51.262425
14:05:07 - cmdstanpy - INFO - Chain [1] start processing 14:05:07 - cmdstanpy - INFO - Chain [1] done processing 14:05:07 - cmdstanpy - INFO - Chain [1] start processing 14:05:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 888:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.208112 16.985668 54.995711
31 2025-08-31 37.193167 17.046705 56.993284
32 2025-09-30 37.178704 18.513894 56.820035
33 2025-10-31 37.163759 15.874645 57.233426
34 2025-11-30 37.149297 17.341618 56.888713
Forecast for Europe and Product 889:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.681097 21.874538 52.077365
31 2025-08-31 37.607067 22.248184 52.602112
32 2025-09-30 37.535426 22.119866 52.130637
33 2025-10-31 37.461397 21.978012 51.864785
34 2025-11-30 37.389756 22.679234 52.835562
14:05:07 - cmdstanpy - INFO - Chain [1] start processing 14:05:07 - cmdstanpy - INFO - Chain [1] done processing 14:05:08 - cmdstanpy - INFO - Chain [1] start processing 14:05:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 890:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.703482 16.421267 63.404064
31 2025-08-31 39.636882 14.318405 62.610305
32 2025-09-30 39.572430 14.839903 63.803693
33 2025-10-31 39.505831 14.924677 64.302367
34 2025-11-30 39.441379 12.754982 61.362324
Forecast for Europe and Product 891:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.061361 25.606374 51.817951
31 2025-08-31 38.775759 25.474276 52.134394
32 2025-09-30 38.499371 25.141144 52.426567
33 2025-10-31 38.213769 24.783482 52.197080
34 2025-11-30 37.937381 23.691589 52.053175
14:05:08 - cmdstanpy - INFO - Chain [1] start processing 14:05:08 - cmdstanpy - INFO - Chain [1] done processing 14:05:08 - cmdstanpy - INFO - Chain [1] start processing 14:05:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 892:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.249479 9.869638 46.659729
31 2025-08-31 28.454398 10.042604 48.648820
32 2025-09-30 27.684964 8.743647 46.759240
33 2025-10-31 26.889883 9.668849 45.253775
34 2025-11-30 26.120450 7.176614 45.498044
Forecast for Europe and Product 893:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.611992 27.477585 68.759617
31 2025-08-31 48.741871 27.202780 69.187140
32 2025-09-30 48.867561 28.774507 69.773980
33 2025-10-31 48.997440 27.199915 69.941032
34 2025-11-30 49.123130 28.366204 70.332717
14:05:08 - cmdstanpy - INFO - Chain [1] start processing 14:05:08 - cmdstanpy - INFO - Chain [1] done processing 14:05:08 - cmdstanpy - INFO - Chain [1] start processing 14:05:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 894:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.726697 3.029032 37.472503
31 2025-08-31 18.647205 1.836740 36.733432
32 2025-09-30 17.602536 -0.558817 34.363276
33 2025-10-31 16.523045 -1.049218 35.946268
34 2025-11-30 15.478376 -1.628559 32.640923
Forecast for Europe and Product 895:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.066093 27.872442 64.587527
31 2025-08-31 46.216333 25.713522 65.128202
32 2025-09-30 46.361726 26.850504 65.821237
33 2025-10-31 46.511966 26.214483 65.623807
34 2025-11-30 46.657360 27.896492 66.093285
14:05:08 - cmdstanpy - INFO - Chain [1] start processing 14:05:08 - cmdstanpy - INFO - Chain [1] done processing 14:05:09 - cmdstanpy - INFO - Chain [1] start processing 14:05:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 896:
ds yhat yhat_lower yhat_upper
30 2025-07-31 16.788574 -6.667288 38.742527
31 2025-08-31 15.680511 -5.935936 39.429475
32 2025-09-30 14.608192 -8.712756 36.210932
33 2025-10-31 13.500129 -10.266298 36.081847
34 2025-11-30 12.427810 -10.269402 34.329472
Forecast for Europe and Product 897:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.290078 26.584752 62.253346
31 2025-08-31 44.687921 27.256268 62.546697
32 2025-09-30 45.072931 27.193161 62.906491
33 2025-10-31 45.470774 26.864897 62.973939
34 2025-11-30 45.855784 28.041517 64.656133
14:05:09 - cmdstanpy - INFO - Chain [1] start processing 14:05:09 - cmdstanpy - INFO - Chain [1] done processing 14:05:09 - cmdstanpy - INFO - Chain [1] start processing 14:05:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 898:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.300982 22.240231 68.605035
31 2025-08-31 45.537853 23.926648 66.751678
32 2025-09-30 45.767083 23.852020 68.643390
33 2025-10-31 46.003954 24.434248 67.668767
34 2025-11-30 46.233183 23.494373 68.126333
Forecast for Europe and Product 899:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.642210 40.676641 74.058221
31 2025-08-31 58.749475 42.392996 75.933597
32 2025-09-30 59.821022 42.069456 76.459041
33 2025-10-31 60.928287 44.754584 77.375876
34 2025-11-30 61.999833 45.468569 77.622281
14:05:09 - cmdstanpy - INFO - Chain [1] start processing 14:05:09 - cmdstanpy - INFO - Chain [1] done processing 14:05:09 - cmdstanpy - INFO - Chain [1] start processing 14:05:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 900:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.131497 15.656323 71.801442
31 2025-08-31 42.951027 15.434149 72.155529
32 2025-09-30 42.776378 16.305436 70.240413
33 2025-10-31 42.595908 14.714750 74.158385
34 2025-11-30 42.421260 14.957308 70.506403
Forecast for Europe and Product 901:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.622403 26.736937 56.863519
31 2025-08-31 41.718630 27.288069 57.201266
32 2025-09-30 41.811754 27.159817 56.189229
33 2025-10-31 41.907982 26.590067 57.288870
34 2025-11-30 42.001106 25.516269 57.617640
14:05:09 - cmdstanpy - INFO - Chain [1] start processing 14:05:10 - cmdstanpy - INFO - Chain [1] done processing 14:05:10 - cmdstanpy - INFO - Chain [1] start processing 14:05:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 902:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.768101 1.994343 38.810252
31 2025-08-31 18.814868 0.301214 35.844893
32 2025-09-30 17.892384 -1.540469 36.826918
33 2025-10-31 16.939150 -1.161206 34.362995
34 2025-11-30 16.016666 -2.398317 34.708705
Forecast for Europe and Product 903:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.691032 34.434488 64.721752
31 2025-08-31 50.167521 34.028020 66.068211
32 2025-09-30 50.628639 35.046891 65.553694
33 2025-10-31 51.105128 36.282427 66.262463
34 2025-11-30 51.566246 36.523275 66.242903
14:05:10 - cmdstanpy - INFO - Chain [1] start processing 14:05:10 - cmdstanpy - INFO - Chain [1] done processing 14:05:10 - cmdstanpy - INFO - Chain [1] start processing 14:05:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 904:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.365921 25.926499 59.110028
31 2025-08-31 42.392675 27.266534 59.682043
32 2025-09-30 42.418566 25.073525 58.152700
33 2025-10-31 42.445320 25.523206 59.512206
34 2025-11-30 42.471211 26.254764 59.622614
Forecast for Europe and Product 905:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.541870 22.438772 70.292328
31 2025-08-31 46.948078 21.953088 69.503831
32 2025-09-30 47.341183 22.452389 69.944092
33 2025-10-31 47.747392 23.353806 69.061836
34 2025-11-30 48.140497 23.947659 71.562610
14:05:10 - cmdstanpy - INFO - Chain [1] start processing 14:05:10 - cmdstanpy - INFO - Chain [1] done processing 14:05:10 - cmdstanpy - INFO - Chain [1] start processing 14:05:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 906:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.980260 19.253902 48.671881
31 2025-08-31 33.896696 19.316730 48.085490
32 2025-09-30 33.815827 19.638604 48.987392
33 2025-10-31 33.732263 19.196910 47.042398
34 2025-11-30 33.651395 18.949483 48.960351
Forecast for Europe and Product 907:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.863398 4.329909 47.472709
31 2025-08-31 25.189806 2.878932 45.954332
32 2025-09-30 24.537943 4.439119 45.339899
33 2025-10-31 23.864351 3.491105 45.570649
34 2025-11-30 23.212487 3.007969 43.636748
14:05:10 - cmdstanpy - INFO - Chain [1] start processing 14:05:11 - cmdstanpy - INFO - Chain [1] done processing 14:05:11 - cmdstanpy - INFO - Chain [1] start processing 14:05:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 908:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.770861 20.618568 56.977899
31 2025-08-31 38.745888 20.341258 57.542288
32 2025-09-30 38.721721 20.718831 56.258969
33 2025-10-31 38.696749 20.603232 57.369816
34 2025-11-30 38.672582 20.353544 58.721649
Forecast for Europe and Product 909:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.326208 4.336374 38.556266
31 2025-08-31 21.519059 5.240272 38.073405
32 2025-09-30 20.737946 3.945421 38.065664
33 2025-10-31 19.930797 2.501170 36.490290
34 2025-11-30 19.149684 2.247878 36.525030
14:05:11 - cmdstanpy - INFO - Chain [1] start processing 14:05:11 - cmdstanpy - INFO - Chain [1] done processing 14:05:11 - cmdstanpy - INFO - Chain [1] start processing 14:05:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 910:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.141245 28.781636 71.092181
31 2025-08-31 51.756571 30.806450 71.470305
32 2025-09-30 52.352048 31.997444 72.728446
33 2025-10-31 52.967375 32.726283 73.553958
34 2025-11-30 53.562852 32.310544 74.855195
Forecast for Europe and Product 911:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.396722 29.184088 63.356380
31 2025-08-31 46.695054 28.379919 65.290818
32 2025-09-30 46.983762 29.432561 64.562107
33 2025-10-31 47.282093 29.573370 65.225754
34 2025-11-30 47.570801 30.626243 66.446087
14:05:11 - cmdstanpy - INFO - Chain [1] start processing 14:05:11 - cmdstanpy - INFO - Chain [1] done processing 14:05:11 - cmdstanpy - INFO - Chain [1] start processing 14:05:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 912:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.025642 30.021086 58.074984
31 2025-08-31 43.929766 29.480659 59.242920
32 2025-09-30 43.836982 29.645091 58.228107
33 2025-10-31 43.741105 28.522558 57.443931
34 2025-11-30 43.648321 29.974434 58.761777
Forecast for Europe and Product 913:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.900820 25.731985 53.256173
31 2025-08-31 39.837391 26.607445 54.165107
32 2025-09-30 39.776008 26.160854 53.509098
33 2025-10-31 39.712579 26.202243 53.467491
34 2025-11-30 39.651197 26.107717 54.338020
14:05:12 - cmdstanpy - INFO - Chain [1] start processing 14:05:12 - cmdstanpy - INFO - Chain [1] done processing 14:05:12 - cmdstanpy - INFO - Chain [1] start processing 14:05:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 914:
ds yhat yhat_lower yhat_upper
30 2025-07-31 15.108903 -2.414197 31.824076
31 2025-08-31 14.115200 -1.787854 31.927159
32 2025-09-30 13.153551 -3.535974 29.763581
33 2025-10-31 12.159848 -5.608342 27.622475
34 2025-11-30 11.198200 -6.928431 28.671289
Forecast for Europe and Product 915:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.987608 17.250633 61.135361
31 2025-08-31 38.133866 14.414549 59.894830
32 2025-09-30 38.275405 16.670131 61.504379
33 2025-10-31 38.421663 17.001625 61.704520
34 2025-11-30 38.563203 16.157630 61.507937
14:05:12 - cmdstanpy - INFO - Chain [1] start processing 14:05:12 - cmdstanpy - INFO - Chain [1] done processing 14:05:12 - cmdstanpy - INFO - Chain [1] start processing 14:05:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 916:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.658591 17.772563 55.766713
31 2025-08-31 36.598133 18.877467 53.552507
32 2025-09-30 36.539625 17.288747 54.466438
33 2025-10-31 36.479167 17.884587 54.478892
34 2025-11-30 36.420659 18.114506 55.336234
Forecast for Europe and Product 917:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.145055 11.615792 50.578074
31 2025-08-31 30.517999 12.009586 50.870280
32 2025-09-30 29.911172 10.324496 48.729897
33 2025-10-31 29.284116 9.927693 48.512954
34 2025-11-30 28.677288 8.548545 47.973931
14:05:12 - cmdstanpy - INFO - Chain [1] start processing 14:05:12 - cmdstanpy - INFO - Chain [1] done processing 14:05:12 - cmdstanpy - INFO - Chain [1] start processing 14:05:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 918:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.238803 16.727948 63.793398
31 2025-08-31 40.496405 18.920415 60.747113
32 2025-09-30 40.745697 17.299867 61.938025
33 2025-10-31 41.003299 19.695365 61.502423
34 2025-11-30 41.252591 19.032476 62.635878
Forecast for Europe and Product 919:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.331141 17.509925 75.724798
31 2025-08-31 46.559984 18.334082 76.880094
32 2025-09-30 46.781444 17.283964 76.036574
33 2025-10-31 47.010287 17.394298 75.816760
34 2025-11-30 47.231748 18.782300 77.228893
14:05:13 - cmdstanpy - INFO - Chain [1] start processing 14:05:13 - cmdstanpy - INFO - Chain [1] done processing 14:05:13 - cmdstanpy - INFO - Chain [1] start processing 14:05:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 920:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.710948 27.926190 90.019083
31 2025-08-31 60.600543 30.447219 91.504105
32 2025-09-30 61.461441 30.080571 90.763710
33 2025-10-31 62.351036 33.191976 93.841737
34 2025-11-30 63.211935 31.784566 92.617673
Forecast for Europe and Product 921:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.403866 13.054580 51.159586
31 2025-08-31 30.695631 10.335000 48.876944
32 2025-09-30 30.010243 10.230373 50.050780
33 2025-10-31 29.302008 10.113140 49.000036
34 2025-11-30 28.616620 9.492645 48.205895
14:05:13 - cmdstanpy - INFO - Chain [1] start processing 14:05:13 - cmdstanpy - INFO - Chain [1] done processing 14:05:13 - cmdstanpy - INFO - Chain [1] start processing 14:05:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 922:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.141364 8.763904 50.610540
31 2025-08-31 29.764823 7.313181 51.427423
32 2025-09-30 29.400428 7.959741 49.130205
33 2025-10-31 29.023887 5.613978 50.485700
34 2025-11-30 28.659492 7.694196 51.177516
Forecast for Europe and Product 923:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.869696 20.753789 59.693962
31 2025-08-31 41.040201 22.672696 59.171154
32 2025-09-30 41.205206 23.333272 60.535112
33 2025-10-31 41.375712 23.417477 61.129349
34 2025-11-30 41.540717 23.850495 60.298714
14:05:13 - cmdstanpy - INFO - Chain [1] start processing 14:05:13 - cmdstanpy - INFO - Chain [1] done processing 14:05:13 - cmdstanpy - INFO - Chain [1] start processing 14:05:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 924:
ds yhat yhat_lower yhat_upper
29 2025-06-30 35.026420 8.716254 60.933577
30 2025-07-31 34.762420 10.276161 60.857116
31 2025-08-31 34.498420 9.709334 59.776709
32 2025-09-30 34.242935 8.524228 59.680388
33 2025-10-31 33.978935 9.128717 58.798999
Forecast for Europe and Product 925:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.761141 24.106859 51.812322
31 2025-08-31 37.641272 23.183311 50.836345
32 2025-09-30 37.525269 23.487746 50.619631
33 2025-10-31 37.405400 23.266945 50.728270
34 2025-11-30 37.289397 23.240440 51.752961
14:05:14 - cmdstanpy - INFO - Chain [1] start processing 14:05:14 - cmdstanpy - INFO - Chain [1] done processing 14:05:14 - cmdstanpy - INFO - Chain [1] start processing 14:05:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 926:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.364947 19.383569 72.966330
31 2025-08-31 46.746514 19.875591 72.958567
32 2025-09-30 47.115774 19.436470 73.003929
33 2025-10-31 47.497341 24.059423 72.468091
34 2025-11-30 47.866600 19.913839 74.215939
Forecast for Europe and Product 927:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.802188 18.718088 59.189035
31 2025-08-31 38.712525 20.231131 59.537294
32 2025-09-30 38.625755 18.630128 58.324468
33 2025-10-31 38.536093 17.931564 57.302852
34 2025-11-30 38.449322 18.216635 59.640397
14:05:14 - cmdstanpy - INFO - Chain [1] start processing 14:05:14 - cmdstanpy - INFO - Chain [1] done processing 14:05:14 - cmdstanpy - INFO - Chain [1] start processing 14:05:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 928:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.214025 26.023931 60.956187
31 2025-08-31 43.367858 25.204689 62.168446
32 2025-09-30 43.516729 25.903573 60.810237
33 2025-10-31 43.670563 26.082610 62.025829
34 2025-11-30 43.819434 24.566480 61.721307
Forecast for Europe and Product 929:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.651393 37.797948 72.525610
31 2025-08-31 55.413533 37.912885 74.197008
32 2025-09-30 56.151088 37.230299 74.774107
33 2025-10-31 56.913228 39.188884 74.150317
34 2025-11-30 57.650782 40.686006 75.972461
14:05:14 - cmdstanpy - INFO - Chain [1] start processing 14:05:14 - cmdstanpy - INFO - Chain [1] done processing 14:05:14 - cmdstanpy - INFO - Chain [1] start processing 14:05:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 930:
ds yhat yhat_lower yhat_upper
30 2025-07-31 17.402448 -7.553085 42.266396
31 2025-08-31 16.169709 -10.544223 41.593534
32 2025-09-30 14.976736 -10.184233 39.401387
33 2025-10-31 13.743997 -9.610813 38.527065
34 2025-11-30 12.551024 -13.052729 37.675216
Forecast for Europe and Product 931:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.170081 25.716746 54.959035
31 2025-08-31 40.267937 26.308344 54.977802
32 2025-09-30 40.362636 26.131696 55.384645
33 2025-10-31 40.460492 26.096990 55.136620
34 2025-11-30 40.555191 25.368989 54.670163
14:05:15 - cmdstanpy - INFO - Chain [1] start processing 14:05:15 - cmdstanpy - INFO - Chain [1] done processing 14:05:15 - cmdstanpy - INFO - Chain [1] start processing 14:05:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 932:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.875214 22.666068 61.737441
31 2025-08-31 43.278335 22.685288 63.693311
32 2025-09-30 43.668451 23.739254 63.618005
33 2025-10-31 44.071572 24.800462 63.277800
34 2025-11-30 44.461688 24.709066 63.649569
Forecast for Europe and Product 933:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.271388 17.677189 61.966390
31 2025-08-31 37.817297 12.859965 62.359920
32 2025-09-30 37.377854 16.266535 61.080184
33 2025-10-31 36.923763 14.899487 58.832811
34 2025-11-30 36.484321 14.717286 58.971280
14:05:15 - cmdstanpy - INFO - Chain [1] start processing 14:05:15 - cmdstanpy - INFO - Chain [1] done processing 14:05:15 - cmdstanpy - INFO - Chain [1] start processing 14:05:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 934:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.289181 26.002962 59.510255
31 2025-08-31 43.675521 28.407921 61.795315
32 2025-09-30 44.049399 26.691137 61.481412
33 2025-10-31 44.435739 27.751810 60.748958
34 2025-11-30 44.809616 27.997847 61.711372
Forecast for Europe and Product 935:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.491240 17.446599 50.240463
31 2025-08-31 32.200213 15.919282 49.458316
32 2025-09-30 31.918573 16.305366 48.232819
33 2025-10-31 31.627546 16.288767 48.065334
34 2025-11-30 31.345907 15.971776 46.763077
14:05:15 - cmdstanpy - INFO - Chain [1] start processing 14:05:15 - cmdstanpy - INFO - Chain [1] done processing 14:05:15 - cmdstanpy - INFO - Chain [1] start processing 14:05:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 936:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.430422 20.487004 68.961159
31 2025-08-31 43.518907 20.301850 66.986960
32 2025-09-30 43.604537 18.219317 65.968519
33 2025-10-31 43.693022 21.139583 66.662779
34 2025-11-30 43.778653 18.987180 68.121465
Forecast for Europe and Product 937:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.310565 8.963876 52.201926
31 2025-08-31 30.032846 7.036516 50.302076
32 2025-09-30 29.764087 6.683998 50.825803
33 2025-10-31 29.486368 8.108792 51.093629
34 2025-11-30 29.217609 8.231325 49.946921
14:05:16 - cmdstanpy - INFO - Chain [1] start processing 14:05:16 - cmdstanpy - INFO - Chain [1] done processing 14:05:16 - cmdstanpy - INFO - Chain [1] start processing 14:05:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 938:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.638923 22.704970 60.435549
31 2025-08-31 42.371410 25.307165 62.706841
32 2025-09-30 42.112526 23.324971 60.087782
33 2025-10-31 41.845014 21.989478 59.280902
34 2025-11-30 41.586130 23.515819 60.701813
Forecast for Europe and Product 939:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.727062 10.005497 52.624044
31 2025-08-31 31.495828 10.876764 54.065887
32 2025-09-30 31.272053 10.388542 52.558920
33 2025-10-31 31.040818 9.781712 52.766709
34 2025-11-30 30.817043 9.391096 51.493477
14:05:16 - cmdstanpy - INFO - Chain [1] start processing 14:05:16 - cmdstanpy - INFO - Chain [1] done processing 14:05:16 - cmdstanpy - INFO - Chain [1] start processing 14:05:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 940:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.175815 21.163133 59.631698
31 2025-08-31 41.152811 22.798105 61.658123
32 2025-09-30 41.130548 21.951020 59.704788
33 2025-10-31 41.107544 22.557454 60.711007
34 2025-11-30 41.085281 20.906031 60.623408
Forecast for Europe and Product 941:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.807667 35.223302 67.866364
31 2025-08-31 52.374305 36.058074 66.843387
32 2025-09-30 52.922664 36.509004 68.662024
33 2025-10-31 53.489302 38.362237 69.004544
34 2025-11-30 54.037662 38.272688 68.772152
14:05:16 - cmdstanpy - INFO - Chain [1] start processing 14:05:16 - cmdstanpy - INFO - Chain [1] done processing 14:05:16 - cmdstanpy - INFO - Chain [1] start processing 14:05:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 942:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.694226 38.017642 66.035565
31 2025-08-31 52.020878 37.600574 66.067243
32 2025-09-30 52.336992 38.834384 66.555633
33 2025-10-31 52.663644 38.489973 66.201048
34 2025-11-30 52.979758 39.326388 67.416462
Forecast for Europe and Product 943:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.262971 31.568089 65.427716
31 2025-08-31 47.750247 31.280017 64.580802
32 2025-09-30 48.221804 32.849050 65.003955
33 2025-10-31 48.709079 32.163952 65.308745
34 2025-11-30 49.180636 32.008424 65.788610
14:05:17 - cmdstanpy - INFO - Chain [1] start processing 14:05:17 - cmdstanpy - INFO - Chain [1] done processing 14:05:17 - cmdstanpy - INFO - Chain [1] start processing 14:05:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 944:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.873012 15.698760 45.595421
31 2025-08-31 29.493089 14.832282 43.941835
32 2025-09-30 29.125422 14.220074 43.742069
33 2025-10-31 28.745499 12.716446 43.945358
34 2025-11-30 28.377832 14.208781 44.963099
Forecast for Europe and Product 945:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.600694 23.512801 69.702069
31 2025-08-31 46.933595 25.176311 68.430619
32 2025-09-30 47.255757 25.576454 67.949032
33 2025-10-31 47.588657 25.740090 69.776705
34 2025-11-30 47.910819 26.147495 69.063777
14:05:17 - cmdstanpy - INFO - Chain [1] start processing 14:05:17 - cmdstanpy - INFO - Chain [1] done processing 14:05:17 - cmdstanpy - INFO - Chain [1] start processing 14:05:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 946:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.029692 4.447344 49.647892
31 2025-08-31 26.301569 4.626347 47.908610
32 2025-09-30 25.596933 4.438129 48.061152
33 2025-10-31 24.868810 4.812667 47.002311
34 2025-11-30 24.164175 3.734120 45.586738
Forecast for Europe and Product 947:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.307642 4.138080 45.212805
31 2025-08-31 23.603555 1.442352 45.026561
32 2025-09-30 22.922180 2.010182 44.131178
33 2025-10-31 22.218093 -0.479072 44.298330
34 2025-11-30 21.536718 0.312300 43.387080
14:05:17 - cmdstanpy - INFO - Chain [1] start processing 14:05:17 - cmdstanpy - INFO - Chain [1] done processing 14:05:18 - cmdstanpy - INFO - Chain [1] start processing 14:05:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 948:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.532284 25.209457 64.743851
31 2025-08-31 44.581790 25.629059 63.693420
32 2025-09-30 44.629699 23.934031 63.571704
33 2025-10-31 44.679206 26.296851 62.398230
34 2025-11-30 44.727115 23.979546 64.909097
Forecast for Europe and Product 949:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.401024 17.633821 66.645995
31 2025-08-31 43.645037 19.448950 67.969804
32 2025-09-30 43.881178 19.307792 67.542917
33 2025-10-31 44.125190 20.055553 70.017999
34 2025-11-30 44.361331 20.054252 69.629013
14:05:18 - cmdstanpy - INFO - Chain [1] start processing 14:05:18 - cmdstanpy - INFO - Chain [1] done processing 14:05:18 - cmdstanpy - INFO - Chain [1] start processing 14:05:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 950:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.760587 25.802560 64.624249
31 2025-08-31 46.057066 26.928530 66.705219
32 2025-09-30 46.343981 26.584737 65.523287
33 2025-10-31 46.640459 26.216548 65.518024
34 2025-11-30 46.927374 27.619078 67.596896
Forecast for Europe and Product 951:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.841459 22.268280 59.096029
31 2025-08-31 40.022484 20.665685 59.382064
32 2025-09-30 40.197669 21.818092 58.356693
33 2025-10-31 40.378694 21.335942 57.527126
34 2025-11-30 40.553879 21.229759 57.201076
14:05:18 - cmdstanpy - INFO - Chain [1] start processing 14:05:18 - cmdstanpy - INFO - Chain [1] done processing 14:05:18 - cmdstanpy - INFO - Chain [1] start processing 14:05:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 952:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.920983 17.389439 75.610942
31 2025-08-31 47.337524 19.918015 74.390580
32 2025-09-30 47.740628 20.111327 74.822565
33 2025-10-31 48.157169 22.745766 76.512771
34 2025-11-30 48.560273 24.867561 76.469387
Forecast for Europe and Product 953:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.299127 25.646354 66.500246
31 2025-08-31 46.567134 26.351617 65.446397
32 2025-09-30 46.826496 26.884808 65.529224
33 2025-10-31 47.094504 26.287977 66.586038
34 2025-11-30 47.353866 28.338145 65.867460
14:05:18 - cmdstanpy - INFO - Chain [1] start processing 14:05:18 - cmdstanpy - INFO - Chain [1] done processing 14:05:19 - cmdstanpy - INFO - Chain [1] start processing 14:05:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 954:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.996002 34.091667 66.429695
31 2025-08-31 50.401316 34.337577 66.925596
32 2025-09-30 50.793554 33.834922 67.215639
33 2025-10-31 51.198867 34.538902 66.499743
34 2025-11-30 51.591106 35.431732 68.007314
Forecast for Europe and Product 955:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.909196 25.312605 59.141900
31 2025-08-31 41.867136 24.558518 58.229949
32 2025-09-30 41.826432 26.106838 59.142268
33 2025-10-31 41.784372 24.741666 58.173819
34 2025-11-30 41.743668 24.965661 59.798249
14:05:19 - cmdstanpy - INFO - Chain [1] start processing 14:05:19 - cmdstanpy - INFO - Chain [1] done processing 14:05:19 - cmdstanpy - INFO - Chain [1] start processing 14:05:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 956:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.874319 17.132448 58.711461
31 2025-08-31 37.408694 17.563944 57.459854
32 2025-09-30 36.958090 18.581936 57.545182
33 2025-10-31 36.492465 15.967042 55.103379
34 2025-11-30 36.041860 15.300085 56.014419
Forecast for Europe and Product 957:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.070453 18.262612 58.033153
31 2025-08-31 38.098889 16.159497 58.356429
32 2025-09-30 38.126407 18.183283 59.460624
33 2025-10-31 38.154843 18.461200 58.948382
34 2025-11-30 38.182361 17.410484 58.957231
14:05:19 - cmdstanpy - INFO - Chain [1] start processing 14:05:19 - cmdstanpy - INFO - Chain [1] done processing 14:05:19 - cmdstanpy - INFO - Chain [1] start processing 14:05:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 958:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.225067 23.308345 62.774549
31 2025-08-31 43.337181 24.688712 64.120542
32 2025-09-30 43.445679 21.893776 63.408137
33 2025-10-31 43.557793 22.084359 64.355294
34 2025-11-30 43.666291 24.305511 61.503535
Forecast for Europe and Product 959:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.647606 19.910006 58.163775
31 2025-08-31 38.391237 20.258076 57.772409
32 2025-09-30 38.143138 17.441976 57.852898
33 2025-10-31 37.886770 18.779591 57.444727
34 2025-11-30 37.638671 18.517848 56.538896
14:05:19 - cmdstanpy - INFO - Chain [1] start processing 14:05:19 - cmdstanpy - INFO - Chain [1] done processing 14:05:20 - cmdstanpy - INFO - Chain [1] start processing 14:05:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 960:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.491986 36.693607 76.747048
31 2025-08-31 57.387680 36.001761 77.714413
32 2025-09-30 58.254480 37.937661 77.101038
33 2025-10-31 59.150173 38.488944 79.673709
34 2025-11-30 60.016973 40.823681 81.031956
Forecast for Europe and Product 961:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.592052 30.501097 59.513160
31 2025-08-31 45.959172 29.851948 60.238077
32 2025-09-30 46.314450 31.070507 61.512995
33 2025-10-31 46.681571 32.249834 62.105973
34 2025-11-30 47.036849 32.377717 62.886606
14:05:20 - cmdstanpy - INFO - Chain [1] start processing 14:05:20 - cmdstanpy - INFO - Chain [1] done processing 14:05:20 - cmdstanpy - INFO - Chain [1] start processing 14:05:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 962:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.150784 7.370455 57.817404
31 2025-08-31 31.706275 7.138954 56.595762
32 2025-09-30 31.276106 6.716461 55.541401
33 2025-10-31 30.831598 6.287592 57.069492
34 2025-11-30 30.401429 5.474310 56.052081
Forecast for Europe and Product 963:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.446679 21.358380 66.745260
31 2025-08-31 44.860578 22.487236 70.895006
32 2025-09-30 45.261125 20.221701 70.098849
33 2025-10-31 45.675024 22.025128 69.767212
34 2025-11-30 46.075571 23.292821 70.035695
14:05:20 - cmdstanpy - INFO - Chain [1] start processing 14:05:20 - cmdstanpy - INFO - Chain [1] done processing 14:05:20 - cmdstanpy - INFO - Chain [1] start processing 14:05:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 964:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.403892 29.505908 62.820687
31 2025-08-31 46.729711 29.738975 63.395269
32 2025-09-30 47.045019 31.379515 63.622760
33 2025-10-31 47.370838 28.973944 65.872685
34 2025-11-30 47.686147 30.433318 64.376351
Forecast for Europe and Product 965:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.789908 27.182789 60.414390
31 2025-08-31 44.117067 28.205055 61.753858
32 2025-09-30 44.433673 28.157506 60.072861
33 2025-10-31 44.760831 28.295835 61.852832
34 2025-11-30 45.077437 28.856449 62.892783
14:05:20 - cmdstanpy - INFO - Chain [1] start processing 14:05:20 - cmdstanpy - INFO - Chain [1] done processing 14:05:21 - cmdstanpy - INFO - Chain [1] start processing 14:05:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 966:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.855643 27.646907 71.092962
31 2025-08-31 49.185934 26.610933 70.701586
32 2025-09-30 49.505570 27.649978 69.653919
33 2025-10-31 49.835861 28.541106 70.371117
34 2025-11-30 50.155498 29.273706 69.659932
Forecast for Europe and Product 967:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.599655 10.632211 53.835400
31 2025-08-31 31.243004 11.234436 52.338009
32 2025-09-30 30.897858 10.346112 49.720266
33 2025-10-31 30.541208 10.804234 50.729358
34 2025-11-30 30.196062 10.269003 51.298531
14:05:21 - cmdstanpy - INFO - Chain [1] start processing 14:05:21 - cmdstanpy - INFO - Chain [1] done processing 14:05:21 - cmdstanpy - INFO - Chain [1] start processing 14:05:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 968:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.841419 24.677896 60.685594
31 2025-08-31 42.673067 24.461345 61.108949
32 2025-09-30 42.510147 25.398879 60.303272
33 2025-10-31 42.341795 24.320165 60.180492
34 2025-11-30 42.178875 24.248026 61.504454
Forecast for Europe and Product 969:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.581487 26.101569 68.271880
31 2025-08-31 48.220306 27.751732 69.292498
32 2025-09-30 48.838518 27.156193 70.591385
33 2025-10-31 49.477338 27.588901 70.477023
34 2025-11-30 50.095550 30.601351 69.473927
14:05:21 - cmdstanpy - INFO - Chain [1] start processing 14:05:21 - cmdstanpy - INFO - Chain [1] done processing 14:05:21 - cmdstanpy - INFO - Chain [1] start processing 14:05:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 970:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.409715 35.352150 73.547754
31 2025-08-31 55.105876 36.964307 74.576597
32 2025-09-30 55.779581 35.943366 74.555668
33 2025-10-31 56.475743 37.559648 76.135606
34 2025-11-30 57.149448 38.668376 76.540745
Forecast for Europe and Product 971:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.513734 26.347856 73.141470
31 2025-08-31 49.666817 25.804589 72.380111
32 2025-09-30 49.814962 27.185797 74.143452
33 2025-10-31 49.968045 24.517647 71.633578
34 2025-11-30 50.116189 28.339503 73.693855
14:05:22 - cmdstanpy - INFO - Chain [1] start processing 14:05:22 - cmdstanpy - INFO - Chain [1] done processing 14:05:22 - cmdstanpy - INFO - Chain [1] start processing 14:05:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 972:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.924685 17.166885 58.875525
31 2025-08-31 36.588062 16.947892 55.942873
32 2025-09-30 36.262299 15.080742 55.766820
33 2025-10-31 35.925676 15.681749 57.225175
34 2025-11-30 35.599913 15.872217 55.451739
14:05:22 - cmdstanpy - INFO - Chain [1] start processing 14:05:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 973:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.953047 5.015606 43.995813
31 2025-08-31 24.270370 5.293781 43.079610
32 2025-09-30 23.609714 4.435661 41.245502
33 2025-10-31 22.927036 4.341640 41.700514
34 2025-11-30 22.266380 4.479905 40.749876
Forecast for Europe and Product 974:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.757554 0.477384 39.772337
31 2025-08-31 19.727255 -1.428713 41.360981
32 2025-09-30 18.730191 -3.275128 38.863409
33 2025-10-31 17.699892 -2.333614 37.917435
34 2025-11-30 16.702829 -3.367453 39.106463
14:05:22 - cmdstanpy - INFO - Chain [1] start processing 14:05:22 - cmdstanpy - INFO - Chain [1] done processing 14:05:22 - cmdstanpy - INFO - Chain [1] start processing 14:05:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 975:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.480409 43.391807 76.910293
31 2025-08-31 60.412956 42.204884 77.744085
32 2025-09-30 61.315421 44.781140 78.404323
33 2025-10-31 62.247968 45.110767 79.049291
34 2025-11-30 63.150433 45.401211 79.981240
Forecast for Europe and Product 976:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.045295 11.030296 52.843547
31 2025-08-31 31.511991 10.341117 53.984342
32 2025-09-30 30.995890 8.237986 52.255050
33 2025-10-31 30.462586 8.097140 52.473788
34 2025-11-30 29.946485 8.651176 51.494657
14:05:22 - cmdstanpy - INFO - Chain [1] start processing 14:05:22 - cmdstanpy - INFO - Chain [1] done processing 14:05:23 - cmdstanpy - INFO - Chain [1] start processing 14:05:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 977:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.863155 24.854725 58.591061
31 2025-08-31 40.942421 25.720251 58.135967
32 2025-09-30 41.019130 24.780145 56.316494
33 2025-10-31 41.098396 23.465911 58.422116
34 2025-11-30 41.175105 23.996238 57.589815
Forecast for Europe and Product 978:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.144049 23.115013 63.658922
31 2025-08-31 44.226362 23.317784 64.440775
32 2025-09-30 44.306020 24.639810 64.417245
33 2025-10-31 44.388334 25.623082 65.313809
34 2025-11-30 44.467992 22.548288 64.523640
14:05:23 - cmdstanpy - INFO - Chain [1] start processing 14:05:23 - cmdstanpy - INFO - Chain [1] done processing 14:05:23 - cmdstanpy - INFO - Chain [1] start processing 14:05:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 979:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.779035 27.873311 66.893458
31 2025-08-31 48.199895 28.106409 67.860025
32 2025-09-30 48.607180 27.777404 66.430290
33 2025-10-31 49.028040 29.628456 71.561957
34 2025-11-30 49.435324 29.896081 69.171816
Forecast for Europe and Product 980:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.624898 31.968232 71.851246
31 2025-08-31 53.111294 34.413560 73.348693
32 2025-09-30 53.582000 33.272799 75.701393
33 2025-10-31 54.068397 33.247919 74.677175
34 2025-11-30 54.539103 35.446322 75.299738
14:05:23 - cmdstanpy - INFO - Chain [1] start processing 14:05:23 - cmdstanpy - INFO - Chain [1] done processing 14:05:23 - cmdstanpy - INFO - Chain [1] start processing 14:05:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 981:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.739549 21.282431 67.432865
31 2025-08-31 45.023421 23.899360 69.453981
32 2025-09-30 45.298135 21.952169 66.885205
33 2025-10-31 45.582007 22.500927 67.955903
34 2025-11-30 45.856721 23.270269 68.893110
Forecast for Europe and Product 982:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.896674 12.770007 39.112659
31 2025-08-31 25.331485 11.918945 39.155702
32 2025-09-30 24.784528 11.746171 39.170075
33 2025-10-31 24.219340 10.733153 37.632965
34 2025-11-30 23.672383 9.950885 37.060991
14:05:24 - cmdstanpy - INFO - Chain [1] start processing 14:05:24 - cmdstanpy - INFO - Chain [1] done processing 14:05:24 - cmdstanpy - INFO - Chain [1] start processing 14:05:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 983:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.228263 38.463079 74.660878
31 2025-08-31 55.937022 37.660288 74.283207
32 2025-09-30 56.622917 38.513830 73.337912
33 2025-10-31 57.331675 39.448992 75.473774
34 2025-11-30 58.017571 41.065283 75.528216
Forecast for Europe and Product 984:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.599714 21.103682 62.915863
31 2025-08-31 42.612021 22.610120 63.273208
32 2025-09-30 42.623930 23.022230 62.992507
33 2025-10-31 42.636237 22.503240 63.177335
34 2025-11-30 42.648146 22.730603 63.831600
14:05:24 - cmdstanpy - INFO - Chain [1] start processing 14:05:24 - cmdstanpy - INFO - Chain [1] done processing 14:05:24 - cmdstanpy - INFO - Chain [1] start processing 14:05:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 985:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.279069 9.689686 50.085120
31 2025-08-31 29.725104 9.054511 50.051883
32 2025-09-30 29.189009 10.074287 49.215217
33 2025-10-31 28.635045 9.629468 48.595433
34 2025-11-30 28.098950 9.813156 47.909413
Forecast for Europe and Product 986:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.862571 22.383797 57.147449
31 2025-08-31 39.916540 23.019513 57.928832
32 2025-09-30 39.968767 21.688141 57.683318
33 2025-10-31 40.022736 20.970782 56.187250
34 2025-11-30 40.074963 22.856430 56.760278
14:05:24 - cmdstanpy - INFO - Chain [1] start processing 14:05:24 - cmdstanpy - INFO - Chain [1] done processing 14:05:24 - cmdstanpy - INFO - Chain [1] start processing 14:05:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 987:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.245182 19.393777 61.391789
31 2025-08-31 40.398473 18.957188 62.395773
32 2025-09-30 40.546818 18.017534 59.847650
33 2025-10-31 40.700109 20.745752 62.985903
34 2025-11-30 40.848454 21.183191 61.015672
Forecast for Europe and Product 988:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.075608 13.721035 59.255225
31 2025-08-31 35.645322 14.148042 55.962449
32 2025-09-30 35.228917 14.158765 56.342568
33 2025-10-31 34.798632 13.956440 55.630374
34 2025-11-30 34.382227 11.876862 53.188924
14:05:25 - cmdstanpy - INFO - Chain [1] start processing 14:05:25 - cmdstanpy - INFO - Chain [1] done processing 14:05:25 - cmdstanpy - INFO - Chain [1] start processing 14:05:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 989:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.869773 29.093267 58.705901
31 2025-08-31 44.052598 29.395106 58.010176
32 2025-09-30 44.229525 29.517034 60.216573
33 2025-10-31 44.412350 29.396076 59.338232
34 2025-11-30 44.589278 29.110298 59.205457
Forecast for Europe and Product 990:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.488985 13.918564 56.069364
31 2025-08-31 33.947575 13.695576 54.886516
32 2025-09-30 33.423629 12.850339 54.137970
33 2025-10-31 32.882219 12.933256 53.610506
34 2025-11-30 32.358274 9.965347 53.778203
14:05:25 - cmdstanpy - INFO - Chain [1] start processing 14:05:25 - cmdstanpy - INFO - Chain [1] done processing 14:05:25 - cmdstanpy - INFO - Chain [1] start processing 14:05:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 991:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.318490 7.140558 53.491053
31 2025-08-31 28.876591 6.635002 50.081852
32 2025-09-30 28.448948 5.729942 48.868962
33 2025-10-31 28.007050 5.974845 51.262040
34 2025-11-30 27.579406 5.221181 50.584331
Forecast for Europe and Product 992:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.074688 19.495987 64.635487
31 2025-08-31 43.267024 21.032768 66.040648
32 2025-09-30 43.453156 20.947137 68.107945
33 2025-10-31 43.645492 21.333958 66.580412
34 2025-11-30 43.831624 21.350860 67.234483
14:05:25 - cmdstanpy - INFO - Chain [1] start processing 14:05:25 - cmdstanpy - INFO - Chain [1] done processing 14:05:25 - cmdstanpy - INFO - Chain [1] start processing 14:05:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 993:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.288099 14.913020 47.869477
31 2025-08-31 30.730645 14.947831 46.340196
32 2025-09-30 30.191173 13.889069 46.164738
33 2025-10-31 29.633719 12.875750 46.039777
34 2025-11-30 29.094248 12.532100 43.718274
Forecast for Europe and Product 994:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.695515 16.741477 58.508743
31 2025-08-31 37.256681 16.541339 59.030987
32 2025-09-30 36.832004 15.814997 59.760897
33 2025-10-31 36.393171 16.302218 58.401248
34 2025-11-30 35.968493 15.146053 56.329682
14:05:26 - cmdstanpy - INFO - Chain [1] start processing 14:05:26 - cmdstanpy - INFO - Chain [1] done processing 14:05:26 - cmdstanpy - INFO - Chain [1] start processing 14:05:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 995:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.448645 21.884261 65.022066
31 2025-08-31 43.665985 21.494743 65.911952
32 2025-09-30 43.876314 20.995828 64.599788
33 2025-10-31 44.093654 22.299837 67.345818
34 2025-11-30 44.303983 21.742106 66.710920
Forecast for Europe and Product 996:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.621597 28.631458 71.672137
31 2025-08-31 50.223716 27.011981 73.650853
32 2025-09-30 50.806412 29.086574 73.231737
33 2025-10-31 51.408532 29.033346 72.871815
34 2025-11-30 51.991228 30.406664 73.954627
14:05:26 - cmdstanpy - INFO - Chain [1] start processing 14:05:26 - cmdstanpy - INFO - Chain [1] done processing 14:05:26 - cmdstanpy - INFO - Chain [1] start processing 14:05:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 997:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.186977 13.235131 51.116419
31 2025-08-31 31.866486 13.750253 50.249007
32 2025-09-30 31.556333 12.093941 48.668499
33 2025-10-31 31.235841 12.121373 47.672701
34 2025-11-30 30.925688 12.769525 50.446542
Forecast for Europe and Product 998:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.772588 22.681136 64.038950
31 2025-08-31 43.074853 23.851135 61.710462
32 2025-09-30 43.367368 21.784142 62.042155
33 2025-10-31 43.669633 23.993583 63.927842
34 2025-11-30 43.962147 24.895921 64.448522
14:05:26 - cmdstanpy - INFO - Chain [1] start processing 14:05:26 - cmdstanpy - INFO - Chain [1] done processing 14:05:26 - cmdstanpy - INFO - Chain [1] start processing 14:05:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 999:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.170030 19.535449 59.354224
31 2025-08-31 40.089209 19.928052 58.193849
32 2025-09-30 40.010996 19.507126 61.861759
33 2025-10-31 39.930175 18.459307 61.669999
34 2025-11-30 39.851962 19.455341 59.857340
Forecast for North America and Product 100:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.713480 33.962830 79.257147
31 2025-08-31 57.569725 35.014770 80.992619
32 2025-09-30 58.398349 36.158879 82.136859
33 2025-10-31 59.254594 36.488532 82.191348
34 2025-11-30 60.083219 35.048719 83.596215
14:05:27 - cmdstanpy - INFO - Chain [1] start processing 14:05:27 - cmdstanpy - INFO - Chain [1] done processing 14:05:27 - cmdstanpy - INFO - Chain [1] start processing 14:05:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 101:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.351175 28.772215 80.802635
31 2025-08-31 54.747131 29.676187 81.376254
32 2025-09-30 55.130314 27.803781 80.450462
33 2025-10-31 55.526270 26.751934 80.797573
34 2025-11-30 55.909454 29.394647 80.795182
Forecast for North America and Product 102:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.787091 25.068809 69.015056
31 2025-08-31 46.924950 24.393428 68.772303
32 2025-09-30 47.058362 23.575342 68.303291
33 2025-10-31 47.196221 25.499231 68.401347
34 2025-11-30 47.329633 24.541171 68.911468
14:05:27 - cmdstanpy - INFO - Chain [1] start processing 14:05:27 - cmdstanpy - INFO - Chain [1] done processing 14:05:27 - cmdstanpy - INFO - Chain [1] start processing 14:05:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 103:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.979942 22.760350 62.670141
31 2025-08-31 43.135159 24.436242 62.941046
32 2025-09-30 43.285370 24.223144 62.222431
33 2025-10-31 43.440587 25.357379 61.941319
34 2025-11-30 43.590797 24.867067 62.315071
Forecast for North America and Product 104:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.669903 26.290189 55.927221
31 2025-08-31 40.873659 26.782884 55.348183
32 2025-09-30 41.070842 26.940273 56.218404
33 2025-10-31 41.274598 26.271071 55.917910
34 2025-11-30 41.471781 25.466890 56.672063
14:05:27 - cmdstanpy - INFO - Chain [1] start processing 14:05:27 - cmdstanpy - INFO - Chain [1] done processing 14:05:28 - cmdstanpy - INFO - Chain [1] start processing 14:05:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 105:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.251507 35.088700 69.787780
31 2025-08-31 52.719616 35.527471 69.532939
32 2025-09-30 53.172624 37.111001 70.111546
33 2025-10-31 53.640733 36.466218 70.649300
34 2025-11-30 54.093741 38.105820 72.460238
14:05:28 - cmdstanpy - INFO - Chain [1] start processing 14:05:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 106:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.937517 13.449031 54.611782
31 2025-08-31 33.227959 12.522918 56.253471
32 2025-09-30 32.541290 10.913573 54.574029
33 2025-10-31 31.831732 8.828793 54.159776
34 2025-11-30 31.145063 10.638608 53.434730
Forecast for North America and Product 107:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.167503 25.651143 65.188706
31 2025-08-31 46.500559 26.356318 65.602103
32 2025-09-30 46.822870 25.834659 67.697790
33 2025-10-31 47.155926 27.445238 67.689051
34 2025-11-30 47.478238 27.440100 68.547454
14:05:28 - cmdstanpy - INFO - Chain [1] start processing 14:05:28 - cmdstanpy - INFO - Chain [1] done processing 14:05:28 - cmdstanpy - INFO - Chain [1] start processing 14:05:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 108:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.085880 35.832635 72.258353
31 2025-08-31 54.608116 37.425636 72.905777
32 2025-09-30 55.113505 36.801696 71.996759
33 2025-10-31 55.635740 38.318801 73.347969
34 2025-11-30 56.141130 38.368411 73.725146
Forecast for North America and Product 109:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.795601 31.261425 63.243016
31 2025-08-31 47.339171 30.845809 62.663904
32 2025-09-30 47.865207 32.408644 64.382508
33 2025-10-31 48.408777 33.284703 63.234192
34 2025-11-30 48.934812 33.744781 63.986467
14:05:28 - cmdstanpy - INFO - Chain [1] start processing 14:05:28 - cmdstanpy - INFO - Chain [1] done processing 14:05:28 - cmdstanpy - INFO - Chain [1] start processing 14:05:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 110:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.675608 7.784228 34.379761
31 2025-08-31 19.776755 6.264421 32.476183
32 2025-09-30 18.906898 4.257806 32.115281
33 2025-10-31 18.008045 4.545618 31.597334
34 2025-11-30 17.138188 4.518634 30.359426
Forecast for North America and Product 111:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.419003 33.964849 80.444875
31 2025-08-31 59.042796 35.606849 82.367864
32 2025-09-30 59.646468 36.051257 82.372459
33 2025-10-31 60.270261 37.027089 83.080559
34 2025-11-30 60.873932 38.129176 84.073638
14:05:29 - cmdstanpy - INFO - Chain [1] start processing 14:05:29 - cmdstanpy - INFO - Chain [1] done processing 14:05:29 - cmdstanpy - INFO - Chain [1] start processing 14:05:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 112:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.674343 15.692758 54.076435
31 2025-08-31 35.519620 16.614807 54.495912
32 2025-09-30 35.369887 16.800316 55.966810
33 2025-10-31 35.215163 17.622228 54.653467
34 2025-11-30 35.065430 16.608896 54.074943
Forecast for North America and Product 113:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.196672 37.266801 62.966603
31 2025-08-31 50.789797 38.012673 64.085010
32 2025-09-30 51.363790 38.958050 64.262907
33 2025-10-31 51.956915 38.234339 65.073506
34 2025-11-30 52.530908 40.122215 64.441262
14:05:29 - cmdstanpy - INFO - Chain [1] start processing 14:05:29 - cmdstanpy - INFO - Chain [1] done processing 14:05:29 - cmdstanpy - INFO - Chain [1] start processing 14:05:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 114:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.305038 25.855684 65.204718
31 2025-08-31 45.597146 28.151024 64.298228
32 2025-09-30 45.879831 25.517254 65.218127
33 2025-10-31 46.171939 24.662476 65.646129
34 2025-11-30 46.454625 25.652704 67.517910
Forecast for North America and Product 115:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.986877 30.835068 70.552571
31 2025-08-31 50.422068 29.796062 72.380638
32 2025-09-30 50.843222 31.252030 72.688453
33 2025-10-31 51.278413 31.204394 72.077731
34 2025-11-30 51.699566 31.171407 72.543550
14:05:29 - cmdstanpy - INFO - Chain [1] start processing 14:05:29 - cmdstanpy - INFO - Chain [1] done processing 14:05:29 - cmdstanpy - INFO - Chain [1] start processing 14:05:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 116:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.645560 13.029973 59.022990
31 2025-08-31 35.202692 14.338374 58.170334
32 2025-09-30 34.774111 13.741831 56.766796
33 2025-10-31 34.331243 11.311800 56.847824
34 2025-11-30 33.902662 12.028617 56.533053
Forecast for North America and Product 117:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.274282 29.498899 70.956875
31 2025-08-31 50.771533 31.457015 70.668548
32 2025-09-30 51.252744 31.154732 71.402136
33 2025-10-31 51.749995 29.698546 70.735337
34 2025-11-30 52.231206 31.799646 72.177388
14:05:30 - cmdstanpy - INFO - Chain [1] start processing 14:05:30 - cmdstanpy - INFO - Chain [1] done processing 14:05:30 - cmdstanpy - INFO - Chain [1] start processing 14:05:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 118:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.366986 3.904964 48.190709
31 2025-08-31 25.608411 3.823180 48.033044
32 2025-09-30 24.874306 1.916813 48.026051
33 2025-10-31 24.115730 -0.572398 48.232782
34 2025-11-30 23.381625 -0.320436 44.598751
14:05:30 - cmdstanpy - INFO - Chain [1] start processing 14:05:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 119:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.344263 9.449389 57.674652
31 2025-08-31 33.073297 9.004297 58.097769
32 2025-09-30 32.811071 10.820256 57.413352
33 2025-10-31 32.540105 7.730083 56.869901
34 2025-11-30 32.277880 8.219967 55.350229
Forecast for North America and Product 120:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.487002 12.372517 36.663130
31 2025-08-31 24.867655 12.885347 37.835931
32 2025-09-30 24.268287 11.162238 37.017893
33 2025-10-31 23.648941 10.388307 34.400379
34 2025-11-30 23.049573 10.572014 35.857685
14:05:30 - cmdstanpy - INFO - Chain [1] start processing 14:05:30 - cmdstanpy - INFO - Chain [1] done processing 14:05:30 - cmdstanpy - INFO - Chain [1] start processing 14:05:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 121:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.689829 33.573620 74.519378
31 2025-08-31 53.528879 33.817820 74.500611
32 2025-09-30 54.340863 34.362853 73.934308
33 2025-10-31 55.179914 33.942037 75.150405
34 2025-11-30 55.991898 35.792191 77.606338
Forecast for North America and Product 122:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.066216 18.979029 50.984795
31 2025-08-31 34.685525 19.990863 50.122885
32 2025-09-30 34.317116 19.233618 50.510257
33 2025-10-31 33.936425 18.067780 48.471045
34 2025-11-30 33.568015 17.062066 49.065002
14:05:31 - cmdstanpy - INFO - Chain [1] start processing 14:05:31 - cmdstanpy - INFO - Chain [1] done processing 14:05:31 - cmdstanpy - INFO - Chain [1] start processing 14:05:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 123:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.372773 16.664088 48.585183
31 2025-08-31 32.975202 18.381424 48.701502
32 2025-09-30 32.590455 16.394905 48.235470
33 2025-10-31 32.192884 18.357046 48.480719
34 2025-11-30 31.808138 15.500931 47.253032
14:05:31 - cmdstanpy - INFO - Chain [1] start processing 14:05:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 124:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.838500 15.413911 51.845047
31 2025-08-31 32.618064 13.932137 51.634376
32 2025-09-30 32.404739 12.830765 51.793557
33 2025-10-31 32.184303 13.097240 51.546714
34 2025-11-30 31.970978 11.779087 50.620281
Forecast for North America and Product 125:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.868723 14.560562 52.158733
31 2025-08-31 33.332717 13.232867 51.323034
32 2025-09-30 32.814001 13.572594 52.609866
33 2025-10-31 32.277995 13.690659 53.052417
34 2025-11-30 31.759279 12.791584 49.158827
14:05:31 - cmdstanpy - INFO - Chain [1] start processing 14:05:31 - cmdstanpy - INFO - Chain [1] done processing 14:05:31 - cmdstanpy - INFO - Chain [1] start processing 14:05:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 126:
ds yhat yhat_lower yhat_upper
30 2025-07-31 67.017979 52.193873 84.926696
31 2025-08-31 68.282102 50.428582 84.037192
32 2025-09-30 69.505446 51.867276 86.223425
33 2025-10-31 70.769569 52.709454 87.228356
34 2025-11-30 71.992914 54.325443 91.679699
Forecast for North America and Product 127:
ds yhat yhat_lower yhat_upper
30 2025-07-31 61.168781 40.428468 81.780318
31 2025-08-31 62.280498 42.231902 82.217245
32 2025-09-30 63.356353 42.306972 85.138776
33 2025-10-31 64.468069 42.932362 86.870064
34 2025-11-30 65.543924 47.124545 86.406798
14:05:32 - cmdstanpy - INFO - Chain [1] start processing 14:05:32 - cmdstanpy - INFO - Chain [1] done processing 14:05:32 - cmdstanpy - INFO - Chain [1] start processing 14:05:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 128:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.887308 18.611372 53.881154
31 2025-08-31 35.529742 18.214989 52.383912
32 2025-09-30 35.183710 20.085385 51.868204
33 2025-10-31 34.826144 17.703150 52.408848
34 2025-11-30 34.480113 16.629838 51.922659
Forecast for North America and Product 129:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.810666 30.097342 82.206435
31 2025-08-31 57.555647 30.483486 82.756580
32 2025-09-30 58.276597 32.772359 83.313141
33 2025-10-31 59.021577 31.798329 84.018436
34 2025-11-30 59.742527 34.749860 85.917890
14:05:32 - cmdstanpy - INFO - Chain [1] start processing 14:05:32 - cmdstanpy - INFO - Chain [1] done processing 14:05:32 - cmdstanpy - INFO - Chain [1] start processing 14:05:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 130:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.540549 21.808277 62.261912
31 2025-08-31 41.454521 20.609960 61.172371
32 2025-09-30 41.371268 21.447363 60.745012
33 2025-10-31 41.285240 20.899124 61.780675
34 2025-11-30 41.201987 20.847799 61.949372
Forecast for North America and Product 131:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.249408 39.217015 77.465492
31 2025-08-31 59.097632 40.251297 77.804607
32 2025-09-30 59.918495 41.653021 78.220714
33 2025-10-31 60.766719 40.804572 80.359520
34 2025-11-30 61.587581 40.916833 80.666061
14:05:32 - cmdstanpy - INFO - Chain [1] start processing 14:05:32 - cmdstanpy - INFO - Chain [1] done processing 14:05:33 - cmdstanpy - INFO - Chain [1] start processing 14:05:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 132:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.890361 6.219085 56.725123
31 2025-08-31 30.374874 4.463107 55.513721
32 2025-09-30 29.876015 5.304068 56.666949
33 2025-10-31 29.360528 4.731977 53.654804
34 2025-11-30 28.861670 4.425124 54.585814
Forecast for North America and Product 133:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.238218 35.503286 61.236087
31 2025-08-31 48.623924 36.205623 63.100806
32 2025-09-30 48.997187 34.954395 61.618628
33 2025-10-31 49.382893 36.765981 62.888255
34 2025-11-30 49.756157 36.736591 63.255649
14:05:33 - cmdstanpy - INFO - Chain [1] start processing 14:05:33 - cmdstanpy - INFO - Chain [1] done processing 14:05:33 - cmdstanpy - INFO - Chain [1] start processing 14:05:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 134:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.225616 19.401861 52.029305
31 2025-08-31 36.242416 19.545277 52.534406
32 2025-09-30 36.258674 19.664973 52.802301
33 2025-10-31 36.275475 19.603906 52.104636
34 2025-11-30 36.291733 18.519517 52.712767
Forecast for North America and Product 135:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.125508 31.607074 52.065288
31 2025-08-31 42.265030 32.085961 52.781887
32 2025-09-30 42.400051 32.171324 53.145204
33 2025-10-31 42.539573 32.266619 53.468308
34 2025-11-30 42.674594 33.122506 53.589724
14:05:33 - cmdstanpy - INFO - Chain [1] start processing 14:05:33 - cmdstanpy - INFO - Chain [1] done processing 14:05:33 - cmdstanpy - INFO - Chain [1] start processing 14:05:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 136:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.201647 4.278050 33.124639
31 2025-08-31 18.247930 3.773223 32.469737
32 2025-09-30 17.324978 3.678863 30.364287
33 2025-10-31 16.371261 2.013417 30.534134
34 2025-11-30 15.448309 0.946729 29.957192
14:05:34 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 137:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.857925 3.716311 43.118578
31 2025-08-31 22.970021 3.457630 43.308470
32 2025-09-30 22.110760 3.498548 42.741050
33 2025-10-31 21.222857 0.799094 39.232028
34 2025-11-30 20.363595 0.565898 40.981467
14:05:34 - cmdstanpy - INFO - Chain [1] done processing 14:05:34 - cmdstanpy - INFO - Chain [1] start processing 14:05:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 138:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.752088 34.938065 71.074631
31 2025-08-31 53.446870 34.711936 70.474871
32 2025-09-30 54.119241 36.608525 71.233267
33 2025-10-31 54.814024 36.559146 72.818436
34 2025-11-30 55.486394 37.621850 72.427388
14:05:34 - cmdstanpy - INFO - Chain [1] start processing 14:05:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 139:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.498750 12.796792 51.830911
31 2025-08-31 32.097131 12.119584 50.049451
32 2025-09-30 31.708468 14.311036 49.827571
33 2025-10-31 31.306849 12.697711 49.369324
34 2025-11-30 30.918186 12.975151 48.724523
14:05:34 - cmdstanpy - INFO - Chain [1] start processing 14:05:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 140:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.303714 38.347800 78.412928
31 2025-08-31 59.157134 38.130982 77.976739
32 2025-09-30 59.983025 41.009852 81.886881
33 2025-10-31 60.836445 41.996469 81.156459
34 2025-11-30 61.662335 42.230683 82.454517
14:05:35 - cmdstanpy - INFO - Chain [1] start processing 14:05:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 141:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.286361 20.816484 54.142234
31 2025-08-31 37.220678 18.955784 54.707235
32 2025-09-30 37.157114 20.020316 54.777517
33 2025-10-31 37.091430 19.456540 55.380173
34 2025-11-30 37.027866 19.609985 54.620582
Forecast for North America and Product 142:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.011674 22.950270 51.947830
31 2025-08-31 37.958823 24.417470 52.615983
32 2025-09-30 37.907676 23.584794 51.691613
33 2025-10-31 37.854825 24.486905 52.269668
34 2025-11-30 37.803678 24.053495 51.921408
14:05:35 - cmdstanpy - INFO - Chain [1] start processing 14:05:35 - cmdstanpy - INFO - Chain [1] done processing 14:05:35 - cmdstanpy - INFO - Chain [1] start processing 14:05:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 143:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.698179 27.377766 58.791379
31 2025-08-31 42.863828 26.212920 58.316478
32 2025-09-30 43.024133 26.719192 59.022715
33 2025-10-31 43.189782 27.524060 59.309460
34 2025-11-30 43.350088 26.497224 59.189575
14:05:35 - cmdstanpy - INFO - Chain [1] start processing 14:05:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 144:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.483610 21.636794 58.987062
31 2025-08-31 39.609344 20.234927 57.540366
32 2025-09-30 39.731022 22.875472 59.789861
33 2025-10-31 39.856757 21.351973 59.070662
34 2025-11-30 39.978435 21.816220 59.175763
Forecast for North America and Product 145:
ds yhat yhat_lower yhat_upper
30 2025-07-31 64.296601 46.380113 82.749700
31 2025-08-31 65.601384 47.237390 84.029518
32 2025-09-30 66.864077 47.799701 86.065547
33 2025-10-31 68.168861 48.958577 87.547545
34 2025-11-30 69.431554 49.618699 87.683851
14:05:35 - cmdstanpy - INFO - Chain [1] start processing 14:05:35 - cmdstanpy - INFO - Chain [1] done processing 14:05:36 - cmdstanpy - INFO - Chain [1] start processing 14:05:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 146:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.060890 1.272768 40.670905
31 2025-08-31 18.933874 -1.227926 37.985298
32 2025-09-30 17.843213 -3.020741 38.885822
33 2025-10-31 16.716197 -2.594230 36.832733
34 2025-11-30 15.625537 -4.356850 35.713584
Forecast for North America and Product 147:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.968206 15.549766 52.048288
31 2025-08-31 33.875759 15.466772 51.980961
32 2025-09-30 33.786294 15.873575 52.166349
33 2025-10-31 33.693846 14.710810 51.782459
34 2025-11-30 33.604381 14.126128 51.105209
14:05:36 - cmdstanpy - INFO - Chain [1] start processing 14:05:36 - cmdstanpy - INFO - Chain [1] done processing 14:05:36 - cmdstanpy - INFO - Chain [1] start processing 14:05:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 148:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.820655 15.196300 47.716747
31 2025-08-31 31.440004 15.657134 47.802532
32 2025-09-30 31.071633 14.946696 47.402127
33 2025-10-31 30.690982 14.175389 45.755992
34 2025-11-30 30.322610 13.687860 46.683302
Forecast for North America and Product 149:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.213581 11.880466 50.724159
31 2025-08-31 31.116483 10.634585 51.028746
32 2025-09-30 31.022517 12.198063 50.379792
33 2025-10-31 30.925419 11.881857 50.421446
34 2025-11-30 30.831453 11.198743 52.216797
14:05:36 - cmdstanpy - INFO - Chain [1] start processing 14:05:36 - cmdstanpy - INFO - Chain [1] done processing 14:05:36 - cmdstanpy - INFO - Chain [1] start processing 14:05:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 150:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.545821 15.122987 61.659477
31 2025-08-31 37.950129 16.532683 62.786406
32 2025-09-30 37.373652 13.550055 61.273983
33 2025-10-31 36.777960 13.210864 60.779436
34 2025-11-30 36.201483 11.318058 57.793691
Forecast for North America and Product 151:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.716979 23.297772 59.948452
31 2025-08-31 41.737170 22.908778 61.120723
32 2025-09-30 41.756710 24.302389 60.120298
33 2025-10-31 41.776901 23.773125 58.807535
34 2025-11-30 41.796441 24.714407 60.180242
14:05:36 - cmdstanpy - INFO - Chain [1] start processing 14:05:37 - cmdstanpy - INFO - Chain [1] done processing 14:05:37 - cmdstanpy - INFO - Chain [1] start processing 14:05:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 152:
ds yhat yhat_lower yhat_upper
30 2025-07-31 11.960306 -2.846497 27.479977
31 2025-08-31 10.308444 -5.055260 25.083007
32 2025-09-30 8.709869 -7.068344 24.105817
33 2025-10-31 7.058007 -8.790684 21.311758
34 2025-11-30 5.459431 -10.080962 22.025937
Forecast for North America and Product 153:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.264698 7.594821 38.605570
31 2025-08-31 22.719936 7.667685 37.566631
32 2025-09-30 22.192748 8.167059 38.069691
33 2025-10-31 21.647986 6.870400 37.118089
34 2025-11-30 21.120797 4.767726 36.425168
14:05:37 - cmdstanpy - INFO - Chain [1] start processing 14:05:37 - cmdstanpy - INFO - Chain [1] done processing 14:05:37 - cmdstanpy - INFO - Chain [1] start processing 14:05:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 154:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.258194 27.751641 73.768160
31 2025-08-31 50.776052 28.549920 75.096690
32 2025-09-30 51.277205 28.444399 73.892835
33 2025-10-31 51.795064 29.411794 74.557757
34 2025-11-30 52.296217 29.126476 74.863970
Forecast for North America and Product 155:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.271101 24.985783 62.001653
31 2025-08-31 43.115670 24.422882 62.163206
32 2025-09-30 42.965252 24.688448 62.267477
33 2025-10-31 42.809820 25.553195 62.413388
34 2025-11-30 42.659402 23.362718 60.613417
14:05:37 - cmdstanpy - INFO - Chain [1] start processing 14:05:37 - cmdstanpy - INFO - Chain [1] done processing 14:05:37 - cmdstanpy - INFO - Chain [1] start processing 14:05:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 156:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.095907 24.230114 68.892139
31 2025-08-31 47.499188 25.745035 69.739234
32 2025-09-30 47.889461 23.713172 70.161358
33 2025-10-31 48.292742 26.308481 70.142630
34 2025-11-30 48.683014 26.295089 71.111118
Forecast for North America and Product 157:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.069853 38.097060 74.603833
31 2025-08-31 56.982450 37.993284 77.022739
32 2025-09-30 57.865609 39.445997 76.976144
33 2025-10-31 58.778206 40.102207 78.424031
34 2025-11-30 59.661364 41.662384 78.795229
14:05:37 - cmdstanpy - INFO - Chain [1] start processing 14:05:38 - cmdstanpy - INFO - Chain [1] done processing 14:05:38 - cmdstanpy - INFO - Chain [1] start processing 14:05:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 158:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.251805 12.789388 49.443345
31 2025-08-31 30.784095 14.076943 48.320608
32 2025-09-30 30.331472 13.426972 49.138236
33 2025-10-31 29.863762 11.639611 46.574521
34 2025-11-30 29.411140 12.003006 47.782215
Forecast for North America and Product 159:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.191690 18.146220 60.627252
31 2025-08-31 39.184137 16.935794 59.219821
32 2025-09-30 39.176827 19.334256 59.294477
33 2025-10-31 39.169274 17.637903 58.917149
34 2025-11-30 39.161964 18.235891 60.033939
14:05:38 - cmdstanpy - INFO - Chain [1] start processing 14:05:38 - cmdstanpy - INFO - Chain [1] done processing 14:05:38 - cmdstanpy - INFO - Chain [1] start processing 14:05:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 160:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.811420 8.613219 44.899650
31 2025-08-31 26.142157 8.731246 44.735647
32 2025-09-30 25.494483 7.118579 42.654534
33 2025-10-31 24.825219 6.132039 42.773552
34 2025-11-30 24.177545 6.041220 41.197159
Forecast for North America and Product 161:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.198136 18.634649 61.910297
31 2025-08-31 40.388434 18.994545 61.571914
32 2025-09-30 40.572593 19.808142 59.954675
33 2025-10-31 40.762892 19.409131 61.374880
34 2025-11-30 40.947051 18.884925 63.000995
14:05:38 - cmdstanpy - INFO - Chain [1] start processing 14:05:38 - cmdstanpy - INFO - Chain [1] done processing 14:05:38 - cmdstanpy - INFO - Chain [1] start processing 14:05:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 162:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.810501 29.217721 71.560631
31 2025-08-31 50.343160 30.525143 73.277339
32 2025-09-30 50.858637 28.849559 71.786879
33 2025-10-31 51.391296 29.937279 72.150393
34 2025-11-30 51.906773 29.640776 73.815559
Forecast for North America and Product 163:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.161967 15.044979 49.813271
31 2025-08-31 31.886420 14.511060 48.617744
32 2025-09-30 31.619762 14.854176 48.015272
33 2025-10-31 31.344215 14.846210 48.441921
34 2025-11-30 31.077557 14.825031 48.241999
14:05:39 - cmdstanpy - INFO - Chain [1] start processing 14:05:39 - cmdstanpy - INFO - Chain [1] done processing 14:05:39 - cmdstanpy - INFO - Chain [1] start processing 14:05:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 164:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.045614 4.173700 43.236556
31 2025-08-31 23.347784 3.270384 42.998680
32 2025-09-30 22.672463 2.835746 43.189426
33 2025-10-31 21.974633 1.685285 42.367002
34 2025-11-30 21.299312 0.707087 41.697682
Forecast for North America and Product 165:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.678762 22.377859 57.346290
31 2025-08-31 39.754902 22.055995 57.864645
32 2025-09-30 39.828585 22.218073 57.556732
33 2025-10-31 39.904725 21.738755 57.742712
34 2025-11-30 39.978409 20.000331 57.626191
14:05:39 - cmdstanpy - INFO - Chain [1] start processing 14:05:39 - cmdstanpy - INFO - Chain [1] done processing 14:05:39 - cmdstanpy - INFO - Chain [1] start processing 14:05:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 166:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.032758 14.154392 46.315020
31 2025-08-31 29.730587 11.920359 45.994742
32 2025-09-30 29.438162 14.289956 46.099002
33 2025-10-31 29.135991 14.092977 46.041442
34 2025-11-30 28.843567 12.182366 45.788055
Forecast for North America and Product 167:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.532479 15.210861 46.366093
31 2025-08-31 30.047857 15.458340 45.497903
32 2025-09-30 29.578867 14.692580 45.270152
33 2025-10-31 29.094244 14.463131 43.015527
34 2025-11-30 28.625255 14.620365 44.148283
14:05:39 - cmdstanpy - INFO - Chain [1] start processing 14:05:39 - cmdstanpy - INFO - Chain [1] done processing 14:05:39 - cmdstanpy - INFO - Chain [1] start processing 14:05:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 168:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.984068 -1.858213 38.774871
31 2025-08-31 17.723790 -2.711533 38.354301
32 2025-09-30 16.504166 -3.596369 37.617147
33 2025-10-31 15.243887 -4.224758 35.576038
34 2025-11-30 14.024263 -8.454205 34.072740
Forecast for North America and Product 169:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.238594 29.259652 67.815371
31 2025-08-31 48.607991 29.189838 67.587354
32 2025-09-30 48.965472 28.406452 66.566836
33 2025-10-31 49.334869 29.018346 69.009628
34 2025-11-30 49.692349 30.376804 68.931325
14:05:40 - cmdstanpy - INFO - Chain [1] start processing 14:05:40 - cmdstanpy - INFO - Chain [1] done processing 14:05:40 - cmdstanpy - INFO - Chain [1] start processing 14:05:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 170:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.005204 12.437660 62.219740
31 2025-08-31 37.028853 12.656445 62.034797
32 2025-09-30 37.051740 14.758100 61.269140
33 2025-10-31 37.075390 11.734295 62.914476
34 2025-11-30 37.098277 12.380169 62.869869
Forecast for North America and Product 171:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.937412 25.495316 63.455983
31 2025-08-31 44.055458 23.105514 63.348446
32 2025-09-30 44.169696 24.449278 62.485470
33 2025-10-31 44.287743 26.411629 64.121868
34 2025-11-30 44.401981 24.290504 65.723807
14:05:40 - cmdstanpy - INFO - Chain [1] start processing 14:05:40 - cmdstanpy - INFO - Chain [1] done processing 14:05:40 - cmdstanpy - INFO - Chain [1] start processing 14:05:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 172:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.206851 10.535319 48.808860
31 2025-08-31 28.719631 10.398813 47.856055
32 2025-09-30 28.248127 10.239221 47.858323
33 2025-10-31 27.760907 9.359802 46.825402
34 2025-11-30 27.289404 8.540454 47.775230
Forecast for North America and Product 173:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.853593 25.227427 61.029826
31 2025-08-31 43.191820 26.036273 60.075725
32 2025-09-30 43.519136 27.459705 60.933877
33 2025-10-31 43.857363 26.183757 61.644556
34 2025-11-30 44.184679 26.125016 61.846611
14:05:40 - cmdstanpy - INFO - Chain [1] start processing 14:05:40 - cmdstanpy - INFO - Chain [1] done processing 14:05:41 - cmdstanpy - INFO - Chain [1] start processing 14:05:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 174:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.359512 23.637956 61.750216
31 2025-08-31 43.412608 23.258319 62.064874
32 2025-09-30 43.463990 23.617153 64.400796
33 2025-10-31 43.517086 22.293049 63.032917
34 2025-11-30 43.568469 23.566516 62.218794
Forecast for North America and Product 175:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.783793 23.344580 50.155899
31 2025-08-31 36.849979 23.121878 51.643822
32 2025-09-30 36.914030 22.542378 49.878002
33 2025-10-31 36.980216 23.519220 50.145465
34 2025-11-30 37.044267 23.951591 50.822162
14:05:41 - cmdstanpy - INFO - Chain [1] start processing 14:05:41 - cmdstanpy - INFO - Chain [1] done processing 14:05:41 - cmdstanpy - INFO - Chain [1] start processing 14:05:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 176:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.808677 42.414381 80.901304
31 2025-08-31 61.925788 42.899485 80.863655
32 2025-09-30 63.006863 42.561172 83.026149
33 2025-10-31 64.123974 43.546429 84.597739
34 2025-11-30 65.205049 45.491883 85.709204
Forecast for North America and Product 177:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.171740 24.393323 65.386960
31 2025-08-31 45.056159 26.013262 65.956374
32 2025-09-30 44.944306 23.703798 64.769103
33 2025-10-31 44.828724 24.183787 64.532967
34 2025-11-30 44.716871 24.460357 65.524445
14:05:41 - cmdstanpy - INFO - Chain [1] start processing 14:05:41 - cmdstanpy - INFO - Chain [1] done processing 14:05:41 - cmdstanpy - INFO - Chain [1] start processing 14:05:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 178:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.237229 16.551918 45.209683
31 2025-08-31 29.712068 15.257871 43.731799
32 2025-09-30 29.203848 14.783808 43.080871
33 2025-10-31 28.678688 14.559857 42.933545
34 2025-11-30 28.170468 14.815146 42.519582
Forecast for North America and Product 179:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.242109 13.812666 58.615862
31 2025-08-31 35.850954 12.201905 58.655460
32 2025-09-30 35.472416 12.178380 59.322877
33 2025-10-31 35.081260 12.693002 58.920721
34 2025-11-30 34.702723 8.840170 55.907651
14:05:41 - cmdstanpy - INFO - Chain [1] start processing 14:05:41 - cmdstanpy - INFO - Chain [1] done processing 14:05:42 - cmdstanpy - INFO - Chain [1] start processing 14:05:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 180:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.994599 23.879874 61.410924
31 2025-08-31 41.938012 22.359376 63.500331
32 2025-09-30 41.883250 23.665158 61.744442
33 2025-10-31 41.826662 23.390667 59.987950
34 2025-11-30 41.771900 22.529637 60.683452
Forecast for North America and Product 181:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.096537 7.256423 47.230255
31 2025-08-31 26.251328 5.744087 45.148748
32 2025-09-30 25.433384 4.734609 47.557710
33 2025-10-31 24.588176 5.484879 44.355238
34 2025-11-30 23.770232 3.850474 44.642278
14:05:42 - cmdstanpy - INFO - Chain [1] start processing 14:05:42 - cmdstanpy - INFO - Chain [1] done processing 14:05:42 - cmdstanpy - INFO - Chain [1] start processing 14:05:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 182:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.416054 24.984227 48.737855
31 2025-08-31 37.381960 25.907570 49.383556
32 2025-09-30 37.348966 25.533250 49.305807
33 2025-10-31 37.314872 25.273760 49.393966
34 2025-11-30 37.281878 24.620285 49.550142
Forecast for North America and Product 183:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.748787 23.515543 52.554859
31 2025-08-31 37.650991 23.252387 51.884138
32 2025-09-30 37.556351 22.585724 52.078925
33 2025-10-31 37.458555 24.113090 51.919346
34 2025-11-30 37.363914 22.938130 51.626644
14:05:42 - cmdstanpy - INFO - Chain [1] start processing 14:05:42 - cmdstanpy - INFO - Chain [1] done processing 14:05:42 - cmdstanpy - INFO - Chain [1] start processing 14:05:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 184:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.919652 15.542537 57.716227
31 2025-08-31 35.570538 14.123178 57.578989
32 2025-09-30 35.232685 13.961201 55.358717
33 2025-10-31 34.883571 13.679874 56.629092
34 2025-11-30 34.545718 13.266480 56.036659
14:05:43 - cmdstanpy - INFO - Chain [1] start processing 14:05:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 185:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.064624 29.269196 66.218433
31 2025-08-31 47.566943 31.217103 65.762747
32 2025-09-30 48.053057 29.783870 65.998290
33 2025-10-31 48.555376 31.678362 68.573307
34 2025-11-30 49.041491 29.358446 66.790198
Forecast for North America and Product 186:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.396264 2.601196 42.017899
31 2025-08-31 22.750435 4.331940 41.289143
32 2025-09-30 22.125438 2.783961 41.847825
33 2025-10-31 21.479608 2.250249 38.211182
34 2025-11-30 20.854611 2.684544 40.228365
14:05:43 - cmdstanpy - INFO - Chain [1] start processing 14:05:43 - cmdstanpy - INFO - Chain [1] done processing 14:05:43 - cmdstanpy - INFO - Chain [1] start processing 14:05:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 187:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.574891 6.781644 48.731153
31 2025-08-31 26.930336 4.406496 45.022475
32 2025-09-30 26.306574 5.411467 46.490764
33 2025-10-31 25.662020 5.649904 46.516299
34 2025-11-30 25.038258 4.272869 44.959045
Forecast for North America and Product 188:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.543435 13.760526 49.853312
31 2025-08-31 32.246612 14.607255 50.450356
32 2025-09-30 31.959364 14.063679 51.363940
33 2025-10-31 31.662541 15.071733 48.631793
34 2025-11-30 31.375292 14.074614 49.393384
14:05:43 - cmdstanpy - INFO - Chain [1] start processing 14:05:43 - cmdstanpy - INFO - Chain [1] done processing 14:05:43 - cmdstanpy - INFO - Chain [1] start processing 14:05:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 189:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.292736 39.002454 73.079449
31 2025-08-31 56.265800 37.278700 73.170526
32 2025-09-30 57.207475 40.207088 74.544366
33 2025-10-31 58.180539 40.841965 75.596566
34 2025-11-30 59.122214 41.394251 76.780942
Forecast for North America and Product 190:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.401968 11.389705 56.320947
31 2025-08-31 32.796033 9.145935 54.197297
32 2025-09-30 32.209644 9.333259 52.396314
33 2025-10-31 31.603709 10.098608 54.827163
34 2025-11-30 31.017321 8.611641 52.768829
14:05:44 - cmdstanpy - INFO - Chain [1] start processing 14:05:44 - cmdstanpy - INFO - Chain [1] done processing 14:05:44 - cmdstanpy - INFO - Chain [1] start processing 14:05:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 191:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.970462 30.584923 69.194738
31 2025-08-31 50.489653 31.214297 68.492555
32 2025-09-30 50.992096 31.238813 70.358188
33 2025-10-31 51.511287 32.227579 70.897362
34 2025-11-30 52.013729 33.220980 71.135581
14:05:44 - cmdstanpy - INFO - Chain [1] start processing 14:05:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 192:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.207884 14.606738 46.154541
31 2025-08-31 29.468994 13.991502 45.109867
32 2025-09-30 28.753939 13.529422 44.491313
33 2025-10-31 28.015048 12.025137 43.062554
34 2025-11-30 27.299993 11.876140 42.230949
Forecast for North America and Product 193:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.510786 27.225817 63.640858
31 2025-08-31 44.770719 26.647373 64.156075
32 2025-09-30 45.022267 26.183916 62.703191
33 2025-10-31 45.282199 26.746201 64.314144
34 2025-11-30 45.533747 26.857268 62.588348
14:05:44 - cmdstanpy - INFO - Chain [1] start processing 14:05:44 - cmdstanpy - INFO - Chain [1] done processing 14:05:44 - cmdstanpy - INFO - Chain [1] start processing 14:05:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 194:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.174623 26.092489 53.358106
31 2025-08-31 40.099943 26.516874 53.734427
32 2025-09-30 40.027672 26.483382 53.980190
33 2025-10-31 39.952992 26.512378 53.926150
34 2025-11-30 39.880721 26.583416 53.195313
Forecast for North America and Product 195:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.201768 26.537763 76.501357
31 2025-08-31 52.756447 28.901735 79.729736
32 2025-09-30 53.293232 28.492190 80.933640
33 2025-10-31 53.847911 28.558566 80.101034
34 2025-11-30 54.384696 30.035887 79.634405
14:05:44 - cmdstanpy - INFO - Chain [1] start processing 14:05:45 - cmdstanpy - INFO - Chain [1] done processing 14:05:45 - cmdstanpy - INFO - Chain [1] start processing 14:05:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 196:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.135242 15.454847 70.187105
31 2025-08-31 42.912482 16.006611 68.652561
32 2025-09-30 42.696908 14.201530 70.541192
33 2025-10-31 42.474148 15.976273 69.095302
34 2025-11-30 42.258574 14.359622 69.868922
Forecast for North America and Product 197:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.283422 27.823715 77.814694
31 2025-08-31 52.694713 26.779506 78.298062
32 2025-09-30 53.092736 28.782877 78.217394
33 2025-10-31 53.504028 29.062634 78.202607
34 2025-11-30 53.902051 28.070153 78.573794
14:05:45 - cmdstanpy - INFO - Chain [1] start processing 14:05:45 - cmdstanpy - INFO - Chain [1] done processing 14:05:45 - cmdstanpy - INFO - Chain [1] start processing 14:05:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 198:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.768155 17.469968 51.640072
31 2025-08-31 34.506677 17.605314 52.553899
32 2025-09-30 34.253634 16.771717 51.363392
33 2025-10-31 33.992156 16.398168 50.615194
34 2025-11-30 33.739113 15.877711 49.935738
Forecast for North America and Product 199:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.622041 22.940988 56.974959
31 2025-08-31 40.540837 23.916687 57.464995
32 2025-09-30 40.462252 23.151338 56.877955
33 2025-10-31 40.381048 23.387254 56.755064
34 2025-11-30 40.302463 24.252571 56.867382
14:05:45 - cmdstanpy - INFO - Chain [1] start processing 14:05:45 - cmdstanpy - INFO - Chain [1] done processing 14:05:45 - cmdstanpy - INFO - Chain [1] start processing 14:05:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 200:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.025044 20.374223 55.989963
31 2025-08-31 38.091151 21.005572 54.866217
32 2025-09-30 38.155126 21.987918 54.734013
33 2025-10-31 38.221233 21.203004 56.472042
34 2025-11-30 38.285207 21.522739 55.417281
Forecast for North America and Product 201:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.868114 15.446692 51.202982
31 2025-08-31 31.301457 12.396301 48.761327
32 2025-09-30 30.753078 13.159153 48.427158
33 2025-10-31 30.186420 12.122850 48.570666
34 2025-11-30 29.638042 12.098126 48.650604
14:05:46 - cmdstanpy - INFO - Chain [1] start processing 14:05:46 - cmdstanpy - INFO - Chain [1] done processing 14:05:46 - cmdstanpy - INFO - Chain [1] start processing 14:05:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 202:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.518711 15.272157 47.620250
31 2025-08-31 31.090030 13.468495 47.604912
32 2025-09-30 30.675177 14.301960 47.428936
33 2025-10-31 30.246496 13.869196 48.157604
34 2025-11-30 29.831643 13.848197 45.066954
Forecast for North America and Product 203:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.975114 27.754143 55.009759
31 2025-08-31 40.999436 25.924456 55.323087
32 2025-09-30 41.022974 26.946184 55.679523
33 2025-10-31 41.047296 27.080104 55.132876
34 2025-11-30 41.070834 27.200257 55.621622
14:05:46 - cmdstanpy - INFO - Chain [1] start processing 14:05:46 - cmdstanpy - INFO - Chain [1] done processing 14:05:46 - cmdstanpy - INFO - Chain [1] start processing 14:05:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 204:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.216945 37.699713 63.930873
31 2025-08-31 50.736828 39.092030 64.203906
32 2025-09-30 51.239942 39.459143 64.962447
33 2025-10-31 51.759825 39.726792 63.686644
34 2025-11-30 52.262938 39.586153 64.801029
Forecast for North America and Product 205:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.250934 26.611285 60.795292
31 2025-08-31 43.423127 26.774136 60.984499
32 2025-09-30 43.589765 26.937407 60.290040
33 2025-10-31 43.761958 26.362455 61.981250
34 2025-11-30 43.928596 27.461593 61.953266
14:05:46 - cmdstanpy - INFO - Chain [1] start processing 14:05:46 - cmdstanpy - INFO - Chain [1] done processing 14:05:46 - cmdstanpy - INFO - Chain [1] start processing 14:05:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 206:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.118147 21.687007 59.426977
31 2025-08-31 41.294346 23.708271 59.616947
32 2025-09-30 41.464862 22.700709 57.539419
33 2025-10-31 41.641061 22.983453 59.135781
34 2025-11-30 41.811576 24.202296 59.989462
14:05:47 - cmdstanpy - INFO - Chain [1] start processing 14:05:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 207:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.802040 17.269110 56.605622
31 2025-08-31 36.679558 15.570658 55.432777
32 2025-09-30 36.561026 16.403282 55.863036
33 2025-10-31 36.438544 16.844787 58.613740
34 2025-11-30 36.320012 16.565573 56.276494
Forecast for North America and Product 208:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.510959 20.981208 74.215777
31 2025-08-31 47.617763 21.407240 73.681539
32 2025-09-30 47.721122 21.964369 74.012109
33 2025-10-31 47.827926 21.425328 75.143288
34 2025-11-30 47.931285 20.421501 74.536120
14:05:47 - cmdstanpy - INFO - Chain [1] start processing 14:05:47 - cmdstanpy - INFO - Chain [1] done processing 14:05:47 - cmdstanpy - INFO - Chain [1] start processing 14:05:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 209:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.467727 -0.139994 39.969062
31 2025-08-31 19.364908 -1.556311 40.260748
32 2025-09-30 18.297665 -1.894820 38.355517
33 2025-10-31 17.194846 -1.983903 36.107756
34 2025-11-30 16.127603 -2.980557 36.028827
Forecast for North America and Product 210:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.662359 11.463304 52.932678
31 2025-08-31 31.050596 10.768788 52.876136
32 2025-09-30 30.458567 8.483585 51.399905
33 2025-10-31 29.846804 8.782807 52.316270
34 2025-11-30 29.254776 7.966144 49.603887
14:05:47 - cmdstanpy - INFO - Chain [1] start processing 14:05:47 - cmdstanpy - INFO - Chain [1] done processing 14:05:47 - cmdstanpy - INFO - Chain [1] start processing 14:05:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 211:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.499731 20.571253 72.942777
31 2025-08-31 45.663716 21.158386 71.639982
32 2025-09-30 45.822411 18.933392 70.469369
33 2025-10-31 45.986396 18.487245 72.578169
34 2025-11-30 46.145091 20.399319 74.025778
14:05:48 - cmdstanpy - INFO - Chain [1] start processing 14:05:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 212:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.226678 25.371867 55.413881
31 2025-08-31 41.453884 26.842850 57.604384
32 2025-09-30 41.673761 26.280976 55.843087
33 2025-10-31 41.900967 26.118596 56.883782
34 2025-11-30 42.120844 26.571937 57.422586
Forecast for North America and Product 213:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.428048 18.227433 59.563520
31 2025-08-31 39.304401 18.938581 61.184415
32 2025-09-30 39.184743 19.586401 61.584033
33 2025-10-31 39.061096 16.344890 60.556291
34 2025-11-30 38.941437 16.904692 58.109619
14:05:48 - cmdstanpy - INFO - Chain [1] start processing 14:05:48 - cmdstanpy - INFO - Chain [1] done processing 14:05:48 - cmdstanpy - INFO - Chain [1] start processing 14:05:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 214:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.327292 12.516140 73.940780
31 2025-08-31 42.300409 11.760740 72.200075
32 2025-09-30 42.274393 12.121932 75.855804
33 2025-10-31 42.247511 14.308908 74.798574
34 2025-11-30 42.221495 11.902946 73.892012
Forecast for North America and Product 215:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.274730 14.278600 42.901381
31 2025-08-31 28.825970 14.406179 42.992867
32 2025-09-30 28.391685 14.521284 42.236595
33 2025-10-31 27.942924 13.932710 41.882373
34 2025-11-30 27.508640 14.063918 40.877787
14:05:48 - cmdstanpy - INFO - Chain [1] start processing 14:05:48 - cmdstanpy - INFO - Chain [1] done processing 14:05:48 - cmdstanpy - INFO - Chain [1] start processing 14:05:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 216:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.847520 5.012465 44.518768
31 2025-08-31 23.202129 3.577844 43.937988
32 2025-09-30 22.577557 1.211111 41.471189
33 2025-10-31 21.932166 0.347258 43.640011
34 2025-11-30 21.307595 0.346060 41.493850
Forecast for North America and Product 217:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.963824 27.269482 66.629454
31 2025-08-31 47.452331 26.703870 66.352099
32 2025-09-30 47.925081 28.667806 67.254551
33 2025-10-31 48.413589 29.734099 67.721941
34 2025-11-30 48.886338 30.359966 68.208441
14:05:48 - cmdstanpy - INFO - Chain [1] start processing 14:05:48 - cmdstanpy - INFO - Chain [1] done processing 14:05:49 - cmdstanpy - INFO - Chain [1] start processing 14:05:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 218:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.357169 -0.670173 48.294853
31 2025-08-31 22.688257 -1.489300 46.035406
32 2025-09-30 22.040923 -1.568966 45.301881
33 2025-10-31 21.372011 -4.120516 45.546898
34 2025-11-30 20.724677 -3.441356 45.098264
Forecast for North America and Product 219:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.225681 20.934125 68.641147
31 2025-08-31 44.471173 19.334850 67.994606
32 2025-09-30 44.708746 21.101050 66.941331
33 2025-10-31 44.954237 21.628770 69.548872
34 2025-11-30 45.191810 21.507237 69.164909
14:05:49 - cmdstanpy - INFO - Chain [1] start processing 14:05:49 - cmdstanpy - INFO - Chain [1] done processing 14:05:49 - cmdstanpy - INFO - Chain [1] start processing 14:05:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 220:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.290870 -3.382625 57.420323
31 2025-08-31 27.317000 -0.485474 59.248223
32 2025-09-30 26.374545 -2.539531 57.346461
33 2025-10-31 25.400675 -4.276156 55.738700
34 2025-11-30 24.458221 -4.705517 55.156978
Forecast for North America and Product 221:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.951817 9.839499 44.276351
31 2025-08-31 26.378448 10.030832 43.408492
32 2025-09-30 25.823575 8.789639 42.529163
33 2025-10-31 25.250207 8.606748 42.426220
34 2025-11-30 24.695334 9.392337 41.022601
14:05:49 - cmdstanpy - INFO - Chain [1] start processing 14:05:49 - cmdstanpy - INFO - Chain [1] done processing 14:05:49 - cmdstanpy - INFO - Chain [1] start processing 14:05:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 222:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.772963 16.503293 54.279703
31 2025-08-31 34.652885 14.729344 54.677437
32 2025-09-30 34.536680 16.061497 55.407812
33 2025-10-31 34.416601 15.252900 54.501552
34 2025-11-30 34.300396 15.166768 53.553494
Forecast for North America and Product 223:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.071761 -3.535873 50.699240
31 2025-08-31 22.910657 -4.184848 51.017170
32 2025-09-30 21.787008 -6.454765 49.075343
33 2025-10-31 20.625905 -7.338935 49.815665
34 2025-11-30 19.502256 -8.797342 49.327755
14:05:50 - cmdstanpy - INFO - Chain [1] start processing 14:05:50 - cmdstanpy - INFO - Chain [1] done processing 14:05:50 - cmdstanpy - INFO - Chain [1] start processing 14:05:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 224:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.585501 35.107914 67.731066
31 2025-08-31 51.990808 34.843084 68.462726
32 2025-09-30 52.383040 36.461796 68.867124
33 2025-10-31 52.788347 35.038651 69.291428
34 2025-11-30 53.180580 35.654779 70.586327
Forecast for North America and Product 225:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.065901 25.287274 54.369637
31 2025-08-31 40.445145 25.333795 56.490779
32 2025-09-30 40.812156 26.192436 55.839814
33 2025-10-31 41.191401 26.625179 56.343829
34 2025-11-30 41.558412 25.349613 56.039049
14:05:50 - cmdstanpy - INFO - Chain [1] start processing 14:05:50 - cmdstanpy - INFO - Chain [1] done processing 14:05:50 - cmdstanpy - INFO - Chain [1] start processing 14:05:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 226:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.435412 29.602380 64.918317
31 2025-08-31 47.949980 29.190583 65.001795
32 2025-09-30 48.447950 32.094665 66.063771
33 2025-10-31 48.962518 32.309686 66.123535
34 2025-11-30 49.460487 32.625441 66.732928
Forecast for North America and Product 227:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.699761 13.749821 45.246960
31 2025-08-31 29.425163 15.214802 45.022354
32 2025-09-30 29.159422 13.507927 44.453618
33 2025-10-31 28.884823 12.260146 43.396973
34 2025-11-30 28.619083 12.875770 43.014050
14:05:50 - cmdstanpy - INFO - Chain [1] start processing 14:05:50 - cmdstanpy - INFO - Chain [1] done processing 14:05:50 - cmdstanpy - INFO - Chain [1] start processing 14:05:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 228:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.685636 2.108050 39.945127
31 2025-08-31 19.780394 0.263145 37.497424
32 2025-09-30 18.904352 -0.191218 37.923151
33 2025-10-31 17.999109 -1.974250 36.017224
34 2025-11-30 17.123068 -1.423052 35.031562
Forecast for North America and Product 229:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.880868 14.980187 60.594372
31 2025-08-31 37.930306 15.392238 60.903989
32 2025-09-30 37.978150 16.004667 59.585375
33 2025-10-31 38.027588 16.460096 60.411979
34 2025-11-30 38.075431 17.182799 60.432270
14:05:51 - cmdstanpy - INFO - Chain [1] start processing 14:05:51 - cmdstanpy - INFO - Chain [1] done processing 14:05:51 - cmdstanpy - INFO - Chain [1] start processing 14:05:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 230:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.828754 9.190342 51.270609
31 2025-08-31 29.349007 6.959824 52.490203
32 2025-09-30 28.884735 6.716433 51.930565
33 2025-10-31 28.404988 6.649598 52.251395
34 2025-11-30 27.940717 5.286803 47.917246
14:05:51 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 231:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.890306 10.529622 55.663407
31 2025-08-31 33.494452 10.028920 55.829723
32 2025-09-30 33.111367 10.361442 55.800932
33 2025-10-31 32.715512 10.694551 54.670188
34 2025-11-30 32.332427 10.990621 54.353545
14:05:51 - cmdstanpy - INFO - Chain [1] done processing 14:05:51 - cmdstanpy - INFO - Chain [1] start processing 14:05:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 232:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.604466 32.418913 73.029007
31 2025-08-31 53.192774 32.385211 75.088802
32 2025-09-30 53.762105 32.146494 74.621951
33 2025-10-31 54.350413 32.665689 76.876703
34 2025-11-30 54.919744 33.551708 74.583306
14:05:51 - cmdstanpy - INFO - Chain [1] start processing 14:05:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 233:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.243631 11.438035 47.068270
31 2025-08-31 28.681321 11.566103 46.710138
32 2025-09-30 28.137149 9.892162 45.709659
33 2025-10-31 27.574839 8.559261 45.274776
34 2025-11-30 27.030667 8.973239 45.301447
Forecast for North America and Product 234:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.202704 10.371326 53.259736
31 2025-08-31 31.841973 9.361016 52.253689
32 2025-09-30 31.492880 11.145098 53.954260
33 2025-10-31 31.132149 10.348945 51.142271
34 2025-11-30 30.783055 10.557150 51.067631
14:05:52 - cmdstanpy - INFO - Chain [1] start processing 14:05:52 - cmdstanpy - INFO - Chain [1] done processing 14:05:52 - cmdstanpy - INFO - Chain [1] start processing 14:05:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 235:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.491561 15.873263 52.468787
31 2025-08-31 34.243959 16.209983 51.874180
32 2025-09-30 34.004344 15.675862 52.356077
33 2025-10-31 33.756742 16.865583 52.706034
34 2025-11-30 33.517128 16.180748 50.970684
Forecast for North America and Product 236:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.129126 27.481161 59.326062
31 2025-08-31 43.673751 27.390897 61.683939
32 2025-09-30 44.200806 27.611265 60.986106
33 2025-10-31 44.745431 27.676283 61.332210
34 2025-11-30 45.272486 28.051347 61.849125
14:05:52 - cmdstanpy - INFO - Chain [1] start processing 14:05:52 - cmdstanpy - INFO - Chain [1] done processing 14:05:52 - cmdstanpy - INFO - Chain [1] start processing 14:05:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 237:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.718030 7.590218 48.677685
31 2025-08-31 28.449118 8.676679 47.603469
32 2025-09-30 28.188882 8.462647 48.827412
33 2025-10-31 27.919970 8.698629 48.051485
34 2025-11-30 27.659733 7.357583 47.517789
Forecast for North America and Product 238:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.734684 9.855816 49.961035
31 2025-08-31 28.951928 9.781722 47.621641
32 2025-09-30 28.194423 8.093352 46.024787
33 2025-10-31 27.411667 9.332560 46.678162
34 2025-11-30 26.654162 8.127497 45.529562
14:05:52 - cmdstanpy - INFO - Chain [1] start processing 14:05:52 - cmdstanpy - INFO - Chain [1] done processing 14:05:52 - cmdstanpy - INFO - Chain [1] start processing 14:05:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 239:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.143703 7.762140 50.230853
31 2025-08-31 28.417445 5.652434 50.956201
32 2025-09-30 27.714616 4.883048 49.133523
33 2025-10-31 26.988358 3.730484 49.598424
34 2025-11-30 26.285528 4.322464 47.687190
Forecast for North America and Product 240:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.880537 8.534602 51.635874
31 2025-08-31 30.368695 11.247684 53.124770
32 2025-09-30 29.873363 8.952348 50.011089
33 2025-10-31 29.361521 8.266009 50.371052
34 2025-11-30 28.866189 7.966531 50.378535
14:05:53 - cmdstanpy - INFO - Chain [1] start processing 14:05:53 - cmdstanpy - INFO - Chain [1] done processing 14:05:53 - cmdstanpy - INFO - Chain [1] start processing 14:05:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 241:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.545611 19.255540 57.986979
31 2025-08-31 39.336714 19.663272 59.122885
32 2025-09-30 39.134555 19.702733 58.495980
33 2025-10-31 38.925658 20.118953 58.710042
34 2025-11-30 38.723500 19.406122 59.273213
Forecast for North America and Product 242:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.598556 15.651549 49.747297
31 2025-08-31 32.390452 15.023545 50.570813
32 2025-09-30 32.189060 14.408687 49.857641
33 2025-10-31 31.980955 15.329686 48.516219
34 2025-11-30 31.779564 14.495368 49.195705
14:05:53 - cmdstanpy - INFO - Chain [1] start processing 14:05:53 - cmdstanpy - INFO - Chain [1] done processing 14:05:53 - cmdstanpy - INFO - Chain [1] start processing 14:05:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 243:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.967808 38.449772 81.861925
31 2025-08-31 60.738083 39.652336 82.948600
32 2025-09-30 61.483511 38.761039 82.764385
33 2025-10-31 62.253786 41.711090 83.513104
34 2025-11-30 62.999214 42.574954 83.752142
Forecast for North America and Product 244:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.406029 18.562797 53.150429
31 2025-08-31 36.505632 19.921222 53.158524
32 2025-09-30 36.602021 19.482975 53.627247
33 2025-10-31 36.701624 19.947374 54.496435
34 2025-11-30 36.798013 21.069486 53.849578
14:05:53 - cmdstanpy - INFO - Chain [1] start processing 14:05:53 - cmdstanpy - INFO - Chain [1] done processing 14:05:54 - cmdstanpy - INFO - Chain [1] start processing 14:05:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 245:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.638570 17.808623 49.102151
31 2025-08-31 33.320827 18.300917 49.271155
32 2025-09-30 33.013333 18.106025 48.201122
33 2025-10-31 32.695590 17.058378 46.549624
34 2025-11-30 32.388096 16.475347 46.929964
Forecast for North America and Product 246:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.991121 14.211672 58.102101
31 2025-08-31 35.773130 16.039807 57.534727
32 2025-09-30 35.562171 13.822271 57.877361
33 2025-10-31 35.344180 13.673671 57.621258
34 2025-11-30 35.133221 12.588675 56.980477
14:05:54 - cmdstanpy - INFO - Chain [1] start processing 14:05:54 - cmdstanpy - INFO - Chain [1] done processing 14:05:54 - cmdstanpy - INFO - Chain [1] start processing 14:05:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 247:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.544647 11.893177 52.229533
31 2025-08-31 31.168285 12.067570 50.196514
32 2025-09-30 30.804064 11.159279 50.784735
33 2025-10-31 30.427703 10.457844 50.233747
34 2025-11-30 30.063482 11.537124 51.063380
Forecast for North America and Product 248:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.367892 12.299768 58.939139
31 2025-08-31 35.963607 12.494403 60.087463
32 2025-09-30 35.572365 11.738150 58.951129
33 2025-10-31 35.168080 12.180376 56.791436
34 2025-11-30 34.776837 10.317685 57.930460
14:05:54 - cmdstanpy - INFO - Chain [1] start processing 14:05:54 - cmdstanpy - INFO - Chain [1] done processing 14:05:54 - cmdstanpy - INFO - Chain [1] start processing 14:05:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 249:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.919155 25.622309 59.455763
31 2025-08-31 42.135922 25.051825 59.233366
32 2025-09-30 42.345696 23.947949 58.906004
33 2025-10-31 42.562462 26.513199 58.461248
34 2025-11-30 42.772236 25.380369 58.823987
Forecast for North America and Product 250:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.382532 30.060993 77.483456
31 2025-08-31 53.828187 29.922037 75.713523
32 2025-09-30 54.259466 31.748223 77.295679
33 2025-10-31 54.705121 30.848931 77.456520
34 2025-11-30 55.136401 32.111740 78.231327
14:05:54 - cmdstanpy - INFO - Chain [1] start processing 14:05:54 - cmdstanpy - INFO - Chain [1] done processing 14:05:55 - cmdstanpy - INFO - Chain [1] start processing 14:05:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 251:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.845401 28.568101 63.403846
31 2025-08-31 47.229579 30.776477 65.900365
32 2025-09-30 47.601365 31.332096 63.763979
33 2025-10-31 47.985543 30.727809 66.578826
34 2025-11-30 48.357328 30.424862 65.687458
Forecast for North America and Product 252:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.378525 29.599705 79.122515
31 2025-08-31 55.751214 33.981747 79.437323
32 2025-09-30 56.111882 32.417956 78.953616
33 2025-10-31 56.484571 33.505208 79.773240
34 2025-11-30 56.845238 33.472268 81.308614
14:05:55 - cmdstanpy - INFO - Chain [1] start processing 14:05:55 - cmdstanpy - INFO - Chain [1] done processing 14:05:55 - cmdstanpy - INFO - Chain [1] start processing 14:05:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 253:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.291022 32.707447 68.254863
31 2025-08-31 50.730753 34.265317 69.411007
32 2025-09-30 51.156299 33.309212 69.432647
33 2025-10-31 51.596030 35.181112 68.899516
34 2025-11-30 52.021576 33.786288 69.575490
Forecast for North America and Product 254:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.270785 26.408408 57.901714
31 2025-08-31 43.145646 26.567148 58.723488
32 2025-09-30 43.024544 28.059114 58.159857
33 2025-10-31 42.899405 27.323324 59.261932
34 2025-11-30 42.778303 26.603328 58.661142
14:05:55 - cmdstanpy - INFO - Chain [1] start processing 14:05:55 - cmdstanpy - INFO - Chain [1] done processing 14:05:55 - cmdstanpy - INFO - Chain [1] start processing 14:05:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 255:
ds yhat yhat_lower yhat_upper
30 2025-07-31 16.749589 -10.477901 41.817557
31 2025-08-31 15.632028 -10.478236 42.277840
32 2025-09-30 14.550517 -11.264279 40.242041
33 2025-10-31 13.432956 -9.702719 39.984597
34 2025-11-30 12.351446 -14.011169 37.792685
Forecast for North America and Product 256:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.502481 2.512538 38.863166
31 2025-08-31 19.607151 2.456381 38.417819
32 2025-09-30 18.740704 0.869159 36.677003
33 2025-10-31 17.845374 -0.156368 37.525107
34 2025-11-30 16.978926 -0.733758 35.712950
14:05:55 - cmdstanpy - INFO - Chain [1] start processing 14:05:55 - cmdstanpy - INFO - Chain [1] done processing 14:05:56 - cmdstanpy - INFO - Chain [1] start processing 14:05:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 257:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.917404 38.680318 72.790474
31 2025-08-31 56.722943 40.786519 74.615220
32 2025-09-30 57.502498 40.759927 75.583922
33 2025-10-31 58.308037 40.967913 76.957840
34 2025-11-30 59.087591 41.898580 77.478637
Forecast for North America and Product 258:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.813845 23.520086 57.748064
31 2025-08-31 39.731349 23.084740 57.875093
32 2025-09-30 39.651514 22.526900 55.971730
33 2025-10-31 39.569017 22.060903 57.196587
34 2025-11-30 39.489182 22.287662 56.704074
14:05:56 - cmdstanpy - INFO - Chain [1] start processing 14:05:56 - cmdstanpy - INFO - Chain [1] done processing 14:05:56 - cmdstanpy - INFO - Chain [1] start processing 14:05:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 259:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.607552 32.857283 63.037076
31 2025-08-31 48.227476 32.934742 62.878242
32 2025-09-30 48.827403 32.075792 64.283722
33 2025-10-31 49.447327 35.328227 64.729155
34 2025-11-30 50.047254 34.301126 65.201593
Forecast for North America and Product 260:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.781054 18.794826 46.876982
31 2025-08-31 32.443023 18.085680 45.494809
32 2025-09-30 32.115896 18.746041 45.967940
33 2025-10-31 31.777865 16.881491 45.693689
34 2025-11-30 31.450739 16.348907 46.194810
14:05:56 - cmdstanpy - INFO - Chain [1] start processing 14:05:56 - cmdstanpy - INFO - Chain [1] done processing 14:05:56 - cmdstanpy - INFO - Chain [1] start processing 14:05:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 261:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.495519 28.589864 69.198085
31 2025-08-31 48.914539 27.236062 70.121423
32 2025-09-30 49.320042 30.464211 71.755728
33 2025-10-31 49.739061 27.382402 68.500047
34 2025-11-30 50.144564 27.856824 72.981806
Forecast for North America and Product 262:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.758925 31.491166 76.784060
31 2025-08-31 55.566313 32.427916 76.161142
32 2025-09-30 56.347657 34.817899 77.740476
33 2025-10-31 57.155046 34.200343 78.845004
34 2025-11-30 57.936389 34.401121 78.903399
14:05:56 - cmdstanpy - INFO - Chain [1] start processing 14:05:57 - cmdstanpy - INFO - Chain [1] done processing 14:05:57 - cmdstanpy - INFO - Chain [1] start processing 14:05:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 263:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.853657 27.357116 75.421768
31 2025-08-31 51.273337 26.314643 76.048521
32 2025-09-30 51.679479 26.027638 76.114303
33 2025-10-31 52.099159 28.584404 77.241326
34 2025-11-30 52.505301 29.507446 77.319874
Forecast for North America and Product 264:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.005275 13.770097 53.888939
31 2025-08-31 33.550804 12.592711 54.791732
32 2025-09-30 33.110994 12.386713 53.095517
33 2025-10-31 32.656523 11.347348 55.294905
34 2025-11-30 32.216713 12.260827 53.668717
14:05:57 - cmdstanpy - INFO - Chain [1] start processing 14:05:57 - cmdstanpy - INFO - Chain [1] done processing 14:05:57 - cmdstanpy - INFO - Chain [1] start processing 14:05:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 265:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.280240 14.601400 55.995559
31 2025-08-31 34.966703 13.923223 54.755015
32 2025-09-30 34.663280 14.585098 54.990428
33 2025-10-31 34.349743 12.981021 54.891978
34 2025-11-30 34.046320 13.268592 55.168044
Forecast for North America and Product 266:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.390539 13.589607 55.006214
31 2025-08-31 34.001060 13.395344 54.593558
32 2025-09-30 33.624145 10.208637 56.170936
33 2025-10-31 33.234667 10.446551 55.777273
34 2025-11-30 32.857752 10.990489 53.555206
14:05:57 - cmdstanpy - INFO - Chain [1] start processing 14:05:57 - cmdstanpy - INFO - Chain [1] done processing 14:05:57 - cmdstanpy - INFO - Chain [1] start processing 14:05:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 267:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.266457 30.443304 77.044081
31 2025-08-31 52.661848 30.340276 75.315843
32 2025-09-30 53.044485 29.866619 76.663005
33 2025-10-31 53.439876 30.793633 76.787247
34 2025-11-30 53.822513 30.822049 77.641068
Forecast for North America and Product 268:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.716052 23.305362 60.276437
31 2025-08-31 41.739632 24.462498 59.917084
32 2025-09-30 41.762450 23.514160 59.282475
33 2025-10-31 41.786030 24.764170 58.541624
34 2025-11-30 41.808849 24.149524 59.239542
14:05:58 - cmdstanpy - INFO - Chain [1] start processing 14:05:58 - cmdstanpy - INFO - Chain [1] done processing 14:05:58 - cmdstanpy - INFO - Chain [1] start processing 14:05:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 269:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.115381 16.684292 59.234116
31 2025-08-31 35.475106 13.887605 56.772611
32 2025-09-30 34.855486 12.146142 57.560864
33 2025-10-31 34.215211 12.863007 55.420529
34 2025-11-30 33.595590 11.552518 55.794122
Forecast for North America and Product 270:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.479547 11.062936 55.932217
31 2025-08-31 34.005852 13.204681 56.415089
32 2025-09-30 33.547438 11.929839 55.585778
33 2025-10-31 33.073744 10.803793 54.588120
34 2025-11-30 32.615330 10.481661 54.275060
14:05:58 - cmdstanpy - INFO - Chain [1] start processing 14:05:58 - cmdstanpy - INFO - Chain [1] done processing 14:05:58 - cmdstanpy - INFO - Chain [1] start processing 14:05:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 271:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.080455 15.409330 49.399633
31 2025-08-31 32.702186 13.765398 49.672314
32 2025-09-30 32.336118 14.057342 51.032904
33 2025-10-31 31.957849 12.860556 50.859342
34 2025-11-30 31.591782 12.512315 50.429001
Forecast for North America and Product 272:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.099564 20.324201 54.343340
31 2025-08-31 38.076912 19.211363 56.188651
32 2025-09-30 38.054990 20.692365 55.128955
33 2025-10-31 38.032337 20.731344 55.681154
34 2025-11-30 38.010415 20.223661 55.091037
14:05:58 - cmdstanpy - INFO - Chain [1] start processing 14:05:58 - cmdstanpy - INFO - Chain [1] done processing 14:05:58 - cmdstanpy - INFO - Chain [1] start processing 14:05:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 273:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.960126 23.700900 67.641293
31 2025-08-31 45.371887 21.648099 68.162004
32 2025-09-30 45.770365 22.465718 65.730073
33 2025-10-31 46.182126 24.667649 68.223196
34 2025-11-30 46.580605 25.558087 66.433579
Forecast for North America and Product 274:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.009072 17.346489 50.644260
31 2025-08-31 33.485512 14.549919 51.910303
32 2025-09-30 32.978841 14.603976 51.865565
33 2025-10-31 32.455280 13.555660 49.710948
34 2025-11-30 31.948609 13.612988 49.897637
14:05:59 - cmdstanpy - INFO - Chain [1] start processing 14:05:59 - cmdstanpy - INFO - Chain [1] done processing 14:05:59 - cmdstanpy - INFO - Chain [1] start processing 14:05:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 275:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.020958 15.582826 58.345995
31 2025-08-31 37.024706 16.304553 58.470334
32 2025-09-30 37.028333 18.068019 58.629347
33 2025-10-31 37.032081 17.899483 57.986888
34 2025-11-30 37.035708 15.907102 57.578350
Forecast for North America and Product 276:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.410478 30.626355 70.247309
31 2025-08-31 50.889001 31.456124 71.295015
32 2025-09-30 51.352088 31.596346 70.543365
33 2025-10-31 51.830611 32.171922 72.302524
34 2025-11-30 52.293698 32.574441 71.281699
14:05:59 - cmdstanpy - INFO - Chain [1] start processing 14:05:59 - cmdstanpy - INFO - Chain [1] done processing 14:05:59 - cmdstanpy - INFO - Chain [1] start processing 14:05:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 277:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.567756 4.143587 51.847891
31 2025-08-31 28.838654 5.119838 51.053152
32 2025-09-30 28.133071 6.347473 51.708416
33 2025-10-31 27.403969 3.246542 51.820012
34 2025-11-30 26.698386 4.141968 49.995953
Forecast for North America and Product 278:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.471265 20.557881 60.091431
31 2025-08-31 41.711107 22.066327 61.935799
32 2025-09-30 41.943213 20.957755 63.531240
33 2025-10-31 42.183055 21.238951 62.619459
34 2025-11-30 42.415160 22.494212 62.376419
14:05:59 - cmdstanpy - INFO - Chain [1] start processing 14:05:59 - cmdstanpy - INFO - Chain [1] done processing 14:05:59 - cmdstanpy - INFO - Chain [1] start processing 14:05:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 279:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.468689 10.243220 53.997206
31 2025-08-31 31.877503 11.078978 51.448246
32 2025-09-30 31.305387 9.459701 52.551460
33 2025-10-31 30.714201 11.234734 52.230889
34 2025-11-30 30.142086 9.415530 50.636403
Forecast for North America and Product 280:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.782741 31.689444 61.558743
31 2025-08-31 47.225708 32.000844 61.959756
32 2025-09-30 47.654385 33.085832 63.801575
33 2025-10-31 48.097352 33.102311 62.954621
34 2025-11-30 48.526029 34.163826 63.478799
14:06:00 - cmdstanpy - INFO - Chain [1] start processing 14:06:00 - cmdstanpy - INFO - Chain [1] done processing 14:06:00 - cmdstanpy - INFO - Chain [1] start processing 14:06:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 281:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.936010 27.230671 77.295058
31 2025-08-31 54.557329 31.701557 79.394940
32 2025-09-30 55.158605 32.624616 78.471988
33 2025-10-31 55.779923 32.958263 79.946399
34 2025-11-30 56.381199 33.113924 81.508174
Forecast for North America and Product 282:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.594701 9.189955 37.547525
31 2025-08-31 22.826243 8.183918 36.910130
32 2025-09-30 22.082573 8.366241 36.177525
33 2025-10-31 21.314115 7.924544 35.449116
34 2025-11-30 20.570446 5.788286 35.703339
14:06:00 - cmdstanpy - INFO - Chain [1] start processing 14:06:00 - cmdstanpy - INFO - Chain [1] done processing 14:06:00 - cmdstanpy - INFO - Chain [1] start processing 14:06:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 283:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.530956 9.505715 56.498166
31 2025-08-31 33.273464 9.948950 54.317153
32 2025-09-30 33.024279 9.464179 54.131261
33 2025-10-31 32.766787 10.411757 56.801979
34 2025-11-30 32.517601 9.381949 55.456665
Forecast for North America and Product 284:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.749194 19.677090 64.542403
31 2025-08-31 42.770649 21.634057 63.753738
32 2025-09-30 42.791413 20.733236 64.701678
33 2025-10-31 42.812868 19.618130 64.186440
34 2025-11-30 42.833632 20.425361 64.290762
14:06:00 - cmdstanpy - INFO - Chain [1] start processing 14:06:00 - cmdstanpy - INFO - Chain [1] done processing 14:06:00 - cmdstanpy - INFO - Chain [1] start processing 14:06:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 285:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.990353 7.721822 34.315585
31 2025-08-31 20.344529 6.085595 33.500484
32 2025-09-30 19.719538 5.897819 33.691381
33 2025-10-31 19.073713 5.941597 32.372273
34 2025-11-30 18.448722 5.131013 32.849991
Forecast for North America and Product 286:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.171490 32.669830 70.019107
31 2025-08-31 51.772598 32.653118 70.669205
32 2025-09-30 52.354315 33.284322 71.382551
33 2025-10-31 52.955423 34.291898 71.402490
34 2025-11-30 53.537141 35.317151 72.793729
14:06:01 - cmdstanpy - INFO - Chain [1] start processing 14:06:01 - cmdstanpy - INFO - Chain [1] done processing 14:06:01 - cmdstanpy - INFO - Chain [1] start processing 14:06:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 287:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.034464 10.936819 51.520310
31 2025-08-31 30.842986 11.890036 49.469129
32 2025-09-30 30.657684 12.286678 48.527756
33 2025-10-31 30.466205 11.641755 49.056009
34 2025-11-30 30.280904 11.919251 48.524713
Forecast for North America and Product 288:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.076142 40.241419 71.262454
31 2025-08-31 56.545269 40.470791 72.614685
32 2025-09-30 56.999263 40.873050 72.010358
33 2025-10-31 57.468389 41.431561 74.223314
34 2025-11-30 57.922383 42.634280 74.054072
14:06:01 - cmdstanpy - INFO - Chain [1] start processing 14:06:01 - cmdstanpy - INFO - Chain [1] done processing 14:06:01 - cmdstanpy - INFO - Chain [1] start processing 14:06:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 289:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.622270 21.128416 64.963023
31 2025-08-31 43.874881 21.693601 64.406689
32 2025-09-30 44.119344 21.322669 66.192966
33 2025-10-31 44.371955 22.293351 66.935755
34 2025-11-30 44.616418 23.295769 68.451776
Forecast for North America and Product 290:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.388795 32.336220 67.793147
31 2025-08-31 51.061790 32.644483 68.746283
32 2025-09-30 51.713077 33.259100 70.238504
33 2025-10-31 52.386072 32.622243 71.239145
34 2025-11-30 53.037359 34.729509 73.315737
14:06:01 - cmdstanpy - INFO - Chain [1] start processing 14:06:01 - cmdstanpy - INFO - Chain [1] done processing 14:06:02 - cmdstanpy - INFO - Chain [1] start processing 14:06:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 291:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.409237 18.840950 53.356420
31 2025-08-31 35.230549 17.415020 52.839339
32 2025-09-30 35.057626 17.030873 54.748791
33 2025-10-31 34.878938 17.523147 53.347657
34 2025-11-30 34.706015 15.926814 52.724671
14:06:02 - cmdstanpy - INFO - Chain [1] start processing 14:06:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 292:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.556658 13.899241 58.659766
31 2025-08-31 36.244160 13.318145 59.440906
32 2025-09-30 35.941742 14.018749 57.742084
33 2025-10-31 35.629243 12.487474 58.311721
34 2025-11-30 35.326825 13.378978 57.782674
Forecast for North America and Product 293:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.527400 26.574602 67.396915
31 2025-08-31 46.807425 26.138902 65.858471
32 2025-09-30 47.078417 27.063697 67.237051
33 2025-10-31 47.358442 26.124961 67.281409
34 2025-11-30 47.629434 28.708690 67.735308
14:06:02 - cmdstanpy - INFO - Chain [1] start processing 14:06:02 - cmdstanpy - INFO - Chain [1] done processing 14:06:02 - cmdstanpy - INFO - Chain [1] start processing 14:06:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 294:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.677816 20.684368 61.670912
31 2025-08-31 40.770810 21.163341 62.107150
32 2025-09-30 40.860804 20.552683 61.049369
33 2025-10-31 40.953798 20.793066 61.032817
34 2025-11-30 41.043792 19.937100 60.258390
14:06:02 - cmdstanpy - INFO - Chain [1] start processing 14:06:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 295:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.550130 22.431772 67.091976
31 2025-08-31 45.900291 24.767983 67.062404
32 2025-09-30 46.239156 23.505173 68.043644
33 2025-10-31 46.589316 24.747678 68.629890
34 2025-11-30 46.928181 25.606471 68.361707
Forecast for North America and Product 296:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.065413 24.621037 69.363860
31 2025-08-31 47.411562 23.537598 70.623365
32 2025-09-30 47.746545 25.576073 68.948982
33 2025-10-31 48.092695 27.405846 67.911604
34 2025-11-30 48.427678 25.527442 69.399740
14:06:03 - cmdstanpy - INFO - Chain [1] start processing 14:06:03 - cmdstanpy - INFO - Chain [1] done processing 14:06:03 - cmdstanpy - INFO - Chain [1] start processing 14:06:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 297:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.980212 34.523157 72.687431
31 2025-08-31 54.482896 33.847372 74.119686
32 2025-09-30 54.969364 35.362403 73.643404
33 2025-10-31 55.472048 35.134453 75.088185
34 2025-11-30 55.958516 36.891093 76.568909
Forecast for North America and Product 298:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.831781 28.784095 57.667173
31 2025-08-31 42.623116 28.670842 56.625610
32 2025-09-30 42.421182 27.894080 57.686404
33 2025-10-31 42.212517 27.862480 56.002576
34 2025-11-30 42.010583 28.141356 55.493520
14:06:03 - cmdstanpy - INFO - Chain [1] start processing 14:06:03 - cmdstanpy - INFO - Chain [1] done processing 14:06:03 - cmdstanpy - INFO - Chain [1] start processing 14:06:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 299:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.222088 6.679768 52.490004
31 2025-08-31 29.821306 7.165229 51.768459
32 2025-09-30 29.433451 5.479416 50.774103
33 2025-10-31 29.032669 5.490390 51.561317
34 2025-11-30 28.644814 5.158555 50.459525
Forecast for North America and Product 300:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.434424 34.427645 73.231743
31 2025-08-31 54.231492 34.806950 75.467942
32 2025-09-30 55.002848 36.369720 74.484902
33 2025-10-31 55.799916 36.633787 76.046729
34 2025-11-30 56.571272 35.751816 75.757516
14:06:03 - cmdstanpy - INFO - Chain [1] start processing 14:06:03 - cmdstanpy - INFO - Chain [1] done processing 14:06:03 - cmdstanpy - INFO - Chain [1] start processing 14:06:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 301:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.426522 31.471166 74.916910
31 2025-08-31 52.939092 33.336126 75.926022
32 2025-09-30 53.435128 31.446904 74.050140
33 2025-10-31 53.947698 31.623478 76.664445
34 2025-11-30 54.443734 31.451646 75.371097
14:06:04 - cmdstanpy - INFO - Chain [1] start processing 14:06:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 302:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.688918 20.800872 60.334256
31 2025-08-31 41.866391 21.463701 63.325873
32 2025-09-30 42.038140 22.300889 60.940929
33 2025-10-31 42.215613 22.147423 63.532512
34 2025-11-30 42.387362 23.038371 62.194599
Forecast for North America and Product 303:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.948918 15.542138 60.396423
31 2025-08-31 38.874624 16.292172 60.463069
32 2025-09-30 38.802727 16.476884 60.151748
33 2025-10-31 38.728433 15.038266 59.340256
34 2025-11-30 38.656536 16.121193 60.583218
14:06:04 - cmdstanpy - INFO - Chain [1] start processing 14:06:04 - cmdstanpy - INFO - Chain [1] done processing 14:06:04 - cmdstanpy - INFO - Chain [1] start processing 14:06:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 304:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.063075 14.831888 44.414452
31 2025-08-31 28.856269 14.762313 43.892598
32 2025-09-30 28.656135 13.776674 43.453014
33 2025-10-31 28.449329 14.308545 43.457349
34 2025-11-30 28.249194 13.186753 42.140267
14:06:04 - cmdstanpy - INFO - Chain [1] start processing 14:06:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 305:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.076791 34.713797 76.579454
31 2025-08-31 56.737016 35.245197 77.735651
32 2025-09-30 57.375944 37.491564 78.578786
33 2025-10-31 58.036169 38.649682 77.732775
34 2025-11-30 58.675096 37.995997 79.225736
Forecast for North America and Product 306:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.262665 24.354469 56.953002
31 2025-08-31 40.591408 24.303685 57.493584
32 2025-09-30 40.909547 24.304922 57.368325
33 2025-10-31 41.238290 26.025161 58.052079
34 2025-11-30 41.556429 25.144904 57.782938
14:06:04 - cmdstanpy - INFO - Chain [1] start processing 14:06:04 - cmdstanpy - INFO - Chain [1] done processing 14:06:05 - cmdstanpy - INFO - Chain [1] start processing 14:06:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 307:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.508595 13.154199 47.619254
31 2025-08-31 30.125666 13.381411 47.014002
32 2025-09-30 29.755090 13.034917 47.293891
33 2025-10-31 29.372161 12.831935 47.123192
34 2025-11-30 29.001584 11.167144 45.785635
Forecast for North America and Product 308:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.196517 -3.655519 38.853993
31 2025-08-31 17.142491 -1.303309 37.375587
32 2025-09-30 16.122466 -3.763931 35.410599
33 2025-10-31 15.068440 -5.527104 34.954064
34 2025-11-30 14.048414 -6.582171 34.527031
14:06:05 - cmdstanpy - INFO - Chain [1] start processing 14:06:05 - cmdstanpy - INFO - Chain [1] done processing 14:06:05 - cmdstanpy - INFO - Chain [1] start processing 14:06:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 309:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.685918 26.203307 72.511858
31 2025-08-31 50.361385 26.172350 74.590133
32 2025-09-30 51.015063 26.748022 76.342072
33 2025-10-31 51.690530 25.410706 74.205364
34 2025-11-30 52.344207 29.019917 75.802182
Forecast for North America and Product 310:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.930870 16.865496 57.741491
31 2025-08-31 37.867359 17.249164 58.660902
32 2025-09-30 37.805896 16.696864 58.139923
33 2025-10-31 37.742384 15.308276 59.814261
34 2025-11-30 37.680921 14.812050 58.678703
14:06:05 - cmdstanpy - INFO - Chain [1] start processing 14:06:05 - cmdstanpy - INFO - Chain [1] done processing 14:06:05 - cmdstanpy - INFO - Chain [1] start processing 14:06:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 311:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.138019 14.556507 52.449224
31 2025-08-31 32.699337 13.728401 52.215561
32 2025-09-30 32.274806 12.113260 51.487056
33 2025-10-31 31.836123 12.215937 51.407648
34 2025-11-30 31.411592 12.123477 51.389104
Forecast for North America and Product 312:
ds yhat yhat_lower yhat_upper
30 2025-07-31 62.083601 44.653044 80.785727
31 2025-08-31 62.842864 45.848288 79.028449
32 2025-09-30 63.577634 45.902011 79.630988
33 2025-10-31 64.336897 47.157195 80.006452
34 2025-11-30 65.071668 48.277030 81.692901
14:06:05 - cmdstanpy - INFO - Chain [1] start processing 14:06:06 - cmdstanpy - INFO - Chain [1] done processing 14:06:06 - cmdstanpy - INFO - Chain [1] start processing 14:06:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 313:
ds yhat yhat_lower yhat_upper
30 2025-07-31 17.202384 1.609175 33.494192
31 2025-08-31 16.116094 0.554714 31.131843
32 2025-09-30 15.064844 -1.149840 31.274942
33 2025-10-31 13.978554 -1.816546 28.800310
34 2025-11-30 12.927305 -1.180233 28.848136
Forecast for North America and Product 314:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.882830 13.256027 59.731044
31 2025-08-31 36.663831 15.554281 58.686941
32 2025-09-30 36.451896 13.469298 58.939666
33 2025-10-31 36.232897 13.717721 58.067477
34 2025-11-30 36.020962 14.815081 58.376499
14:06:06 - cmdstanpy - INFO - Chain [1] start processing 14:06:06 - cmdstanpy - INFO - Chain [1] done processing 14:06:06 - cmdstanpy - INFO - Chain [1] start processing 14:06:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 315:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.069502 21.684102 57.568160
31 2025-08-31 39.995266 21.528355 57.909665
32 2025-09-30 39.923426 21.290488 58.170786
33 2025-10-31 39.849190 21.415514 57.450210
34 2025-11-30 39.777350 21.308928 57.180791
Forecast for North America and Product 316:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.883517 32.120348 62.750305
31 2025-08-31 48.388660 33.677674 63.188198
32 2025-09-30 48.877508 34.342450 63.893803
33 2025-10-31 49.382651 34.358895 64.786451
34 2025-11-30 49.871500 34.674621 65.612529
14:06:06 - cmdstanpy - INFO - Chain [1] start processing 14:06:06 - cmdstanpy - INFO - Chain [1] done processing 14:06:06 - cmdstanpy - INFO - Chain [1] start processing 14:06:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 317:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.461632 19.943602 54.113234
31 2025-08-31 37.225439 21.293967 55.334764
32 2025-09-30 36.996865 20.373264 53.923891
33 2025-10-31 36.760672 18.171256 54.226662
34 2025-11-30 36.532098 19.328410 53.996608
Forecast for North America and Product 318:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.033921 28.855731 63.822351
31 2025-08-31 46.254148 28.078188 65.442202
32 2025-09-30 46.467270 28.472406 66.226823
33 2025-10-31 46.687496 29.279600 65.697157
34 2025-11-30 46.900619 29.541904 65.251592
14:06:07 - cmdstanpy - INFO - Chain [1] start processing 14:06:07 - cmdstanpy - INFO - Chain [1] done processing 14:06:07 - cmdstanpy - INFO - Chain [1] start processing 14:06:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 319:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.281642 26.617747 63.452985
31 2025-08-31 45.306514 26.375105 64.314912
32 2025-09-30 45.330584 26.511737 63.363988
33 2025-10-31 45.355456 28.354737 64.219374
34 2025-11-30 45.379526 25.942010 62.172296
Forecast for North America and Product 320:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.173791 31.584609 67.180625
31 2025-08-31 49.661799 31.277464 66.863467
32 2025-09-30 50.134064 32.683066 67.963394
33 2025-10-31 50.622072 34.163817 68.966463
34 2025-11-30 51.094338 34.028341 68.921494
14:06:07 - cmdstanpy - INFO - Chain [1] start processing 14:06:07 - cmdstanpy - INFO - Chain [1] done processing 14:06:07 - cmdstanpy - INFO - Chain [1] start processing 14:06:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 321:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.329955 11.198396 48.308320
31 2025-08-31 29.900356 10.291994 47.919176
32 2025-09-30 29.484616 10.243507 48.119958
33 2025-10-31 29.055017 10.255525 48.653721
34 2025-11-30 28.639276 10.053827 46.194387
Forecast for North America and Product 322:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.987978 16.289412 63.429586
31 2025-08-31 39.753526 15.151684 62.569668
32 2025-09-30 39.526637 17.603182 63.728324
33 2025-10-31 39.292185 14.826740 63.043852
34 2025-11-30 39.065296 14.756954 61.162872
14:06:07 - cmdstanpy - INFO - Chain [1] start processing 14:06:07 - cmdstanpy - INFO - Chain [1] done processing 14:06:07 - cmdstanpy - INFO - Chain [1] start processing 14:06:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 323:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.965971 11.010871 54.323675
31 2025-08-31 31.372879 8.167099 52.741254
32 2025-09-30 30.798920 8.786814 51.673463
33 2025-10-31 30.205829 7.794087 55.805513
34 2025-11-30 29.631870 7.414718 51.967939
Forecast for North America and Product 324:
ds yhat yhat_lower yhat_upper
29 2025-07-31 28.270557 4.368835 50.727707
30 2025-08-31 27.837071 4.417602 50.781235
31 2025-09-30 27.417569 5.395009 51.723478
32 2025-10-31 26.984083 2.457278 50.845853
33 2025-11-30 26.564581 2.085841 50.479730
14:06:08 - cmdstanpy - INFO - Chain [1] start processing 14:06:08 - cmdstanpy - INFO - Chain [1] done processing 14:06:08 - cmdstanpy - INFO - Chain [1] start processing 14:06:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 325:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.068269 16.374192 51.670468
31 2025-08-31 33.885651 17.319474 51.914406
32 2025-09-30 33.708924 17.557218 49.546591
33 2025-10-31 33.526307 15.914940 50.374267
34 2025-11-30 33.349580 16.484889 50.267363
Forecast for North America and Product 326:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.804106 31.450636 58.688097
31 2025-08-31 45.412026 33.388339 58.381844
32 2025-09-30 46.000335 33.578044 58.885360
33 2025-10-31 46.608255 33.353945 60.737939
34 2025-11-30 47.196565 33.715536 62.390402
14:06:08 - cmdstanpy - INFO - Chain [1] start processing 14:06:08 - cmdstanpy - INFO - Chain [1] done processing 14:06:08 - cmdstanpy - INFO - Chain [1] start processing 14:06:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 327:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.081377 20.546038 45.001822
31 2025-08-31 32.603488 20.384336 44.550140
32 2025-09-30 32.141015 19.952814 44.285199
33 2025-10-31 31.663126 18.916895 44.178738
34 2025-11-30 31.200653 18.156518 44.301827
Forecast for North America and Product 328:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.300962 23.646192 51.603293
31 2025-08-31 37.306700 23.914587 51.954281
32 2025-09-30 37.312253 22.756538 50.978321
33 2025-10-31 37.317991 22.415865 50.745532
34 2025-11-30 37.323544 22.409420 51.299276
14:06:08 - cmdstanpy - INFO - Chain [1] start processing 14:06:08 - cmdstanpy - INFO - Chain [1] done processing 14:06:09 - cmdstanpy - INFO - Chain [1] start processing 14:06:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 329:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.607545 6.385917 48.935043
31 2025-08-31 28.320061 7.870597 49.068775
32 2025-09-30 28.041850 6.481006 50.124047
33 2025-10-31 27.754366 5.963221 49.725817
34 2025-11-30 27.476156 8.837781 47.851152
Forecast for North America and Product 330:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.353055 1.638317 47.507897
31 2025-08-31 24.710840 0.546877 46.966772
32 2025-09-30 24.089341 1.892817 47.619719
33 2025-10-31 23.447126 0.231616 45.657477
34 2025-11-30 22.825628 -0.473752 45.163258
14:06:09 - cmdstanpy - INFO - Chain [1] start processing 14:06:09 - cmdstanpy - INFO - Chain [1] done processing 14:06:09 - cmdstanpy - INFO - Chain [1] start processing 14:06:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 331:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.853225 17.031344 53.102973
31 2025-08-31 34.525718 16.578518 53.506614
32 2025-09-30 34.208775 15.164887 52.474269
33 2025-10-31 33.881268 14.765508 55.062164
34 2025-11-30 33.564325 15.735646 52.940147
Forecast for North America and Product 332:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.822945 20.838637 59.643976
31 2025-08-31 40.058335 22.648646 59.414052
32 2025-09-30 40.286132 23.149442 57.514938
33 2025-10-31 40.521522 22.110461 57.387731
34 2025-11-30 40.749318 20.259250 60.131352
14:06:09 - cmdstanpy - INFO - Chain [1] start processing 14:06:09 - cmdstanpy - INFO - Chain [1] done processing 14:06:09 - cmdstanpy - INFO - Chain [1] start processing 14:06:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 333:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.878755 13.235131 68.589686
31 2025-08-31 42.501686 15.042557 67.942419
32 2025-09-30 42.136782 14.489766 69.597996
33 2025-10-31 41.759714 15.939358 68.087610
34 2025-11-30 41.394809 14.564424 69.499117
Forecast for North America and Product 334:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.856050 29.179050 74.741218
31 2025-08-31 51.619881 28.805739 73.764635
32 2025-09-30 52.359073 26.512740 74.367900
33 2025-10-31 53.122904 29.598147 74.992509
34 2025-11-30 53.862095 30.090267 76.061062
14:06:09 - cmdstanpy - INFO - Chain [1] start processing 14:06:09 - cmdstanpy - INFO - Chain [1] done processing 14:06:10 - cmdstanpy - INFO - Chain [1] start processing 14:06:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 335:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.949308 35.081197 74.350847
31 2025-08-31 54.727658 33.043177 75.036039
32 2025-09-30 55.480900 36.344825 74.419537
33 2025-10-31 56.259250 34.673298 76.374268
34 2025-11-30 57.012491 35.477570 77.120293
Forecast for North America and Product 336:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.083702 -2.326771 47.605767
31 2025-08-31 21.077286 -0.841580 45.964028
32 2025-09-30 20.103334 -3.863035 44.851607
33 2025-10-31 19.096918 -2.885337 43.669525
34 2025-11-30 18.122967 -5.209409 43.328374
14:06:10 - cmdstanpy - INFO - Chain [1] start processing 14:06:10 - cmdstanpy - INFO - Chain [1] done processing 14:06:10 - cmdstanpy - INFO - Chain [1] start processing 14:06:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 337:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.236407 29.392285 64.271501
31 2025-08-31 47.665364 29.904546 63.976966
32 2025-09-30 48.080484 32.649364 64.806630
33 2025-10-31 48.509442 32.975286 64.797348
34 2025-11-30 48.924562 31.672799 66.304746
Forecast for North America and Product 338:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.866473 17.780194 50.666476
31 2025-08-31 33.719726 17.668637 49.202820
32 2025-09-30 33.577713 17.637504 49.308376
33 2025-10-31 33.430967 17.522334 50.308669
34 2025-11-30 33.288954 16.466077 50.466122
14:06:10 - cmdstanpy - INFO - Chain [1] start processing 14:06:10 - cmdstanpy - INFO - Chain [1] done processing 14:06:10 - cmdstanpy - INFO - Chain [1] start processing 14:06:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 339:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.306413 21.011575 54.355508
31 2025-08-31 37.296864 21.038889 53.071903
32 2025-09-30 37.287622 20.960346 54.711622
33 2025-10-31 37.278072 20.529694 54.312563
34 2025-11-30 37.268830 21.668947 53.737610
Forecast for North America and Product 340:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.042810 13.666886 51.632931
31 2025-08-31 31.537330 11.878276 50.892572
32 2025-09-30 31.048155 10.016580 49.028250
33 2025-10-31 30.542675 11.423440 50.679745
34 2025-11-30 30.053501 10.581809 49.105966
14:06:10 - cmdstanpy - INFO - Chain [1] start processing 14:06:10 - cmdstanpy - INFO - Chain [1] done processing 14:06:11 - cmdstanpy - INFO - Chain [1] start processing 14:06:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 341:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.590318 14.804781 53.542682
31 2025-08-31 33.379198 13.514101 51.661696
32 2025-09-30 33.174888 14.087870 52.801511
33 2025-10-31 32.963768 14.241061 51.973554
34 2025-11-30 32.759458 13.741507 52.063802
Forecast for North America and Product 342:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.624807 8.837484 47.611836
31 2025-08-31 27.875582 8.366043 47.697039
32 2025-09-30 27.150525 8.907756 47.736187
33 2025-10-31 26.401300 8.373171 44.670524
34 2025-11-30 25.676244 6.144706 47.352453
14:06:11 - cmdstanpy - INFO - Chain [1] start processing 14:06:11 - cmdstanpy - INFO - Chain [1] done processing 14:06:11 - cmdstanpy - INFO - Chain [1] start processing 14:06:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 343:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.567772 19.123082 65.812489
31 2025-08-31 43.933642 21.443230 68.191757
32 2025-09-30 44.287711 21.110979 66.811254
33 2025-10-31 44.653581 21.505800 67.436845
34 2025-11-30 45.007649 20.778193 68.749457
Forecast for North America and Product 344:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.181332 21.050066 55.757842
31 2025-08-31 37.865787 20.564290 56.188832
32 2025-09-30 37.560421 19.498516 54.271566
33 2025-10-31 37.244876 19.557132 54.600953
34 2025-11-30 36.939510 19.619284 54.389891
14:06:11 - cmdstanpy - INFO - Chain [1] start processing 14:06:11 - cmdstanpy - INFO - Chain [1] done processing 14:06:11 - cmdstanpy - INFO - Chain [1] start processing 14:06:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 345:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.869815 24.618221 65.125532
31 2025-08-31 44.133637 24.626676 64.287567
32 2025-09-30 44.388948 24.662324 65.941753
33 2025-10-31 44.652769 25.155500 64.304768
34 2025-11-30 44.908080 25.405498 66.131146
Forecast for North America and Product 346:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.957059 8.499903 45.609141
31 2025-08-31 27.253254 8.054131 46.591158
32 2025-09-30 26.572153 6.620655 44.843032
33 2025-10-31 25.868348 6.193511 45.622509
34 2025-11-30 25.187247 7.111332 44.176274
14:06:11 - cmdstanpy - INFO - Chain [1] start processing 14:06:12 - cmdstanpy - INFO - Chain [1] done processing 14:06:12 - cmdstanpy - INFO - Chain [1] start processing 14:06:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 347:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.463229 27.653757 59.117488
31 2025-08-31 43.495067 29.164054 60.289228
32 2025-09-30 43.525878 26.946843 59.492432
33 2025-10-31 43.557716 27.780958 59.712030
34 2025-11-30 43.588527 27.948230 60.069565
Forecast for North America and Product 348:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.985474 32.513584 74.872287
31 2025-08-31 54.824563 33.946777 74.237184
32 2025-09-30 55.636584 34.903363 78.171646
33 2025-10-31 56.475673 36.144219 77.690063
34 2025-11-30 57.287694 37.096498 78.330610
14:06:12 - cmdstanpy - INFO - Chain [1] start processing 14:06:12 - cmdstanpy - INFO - Chain [1] done processing 14:06:12 - cmdstanpy - INFO - Chain [1] start processing 14:06:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 349:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.058138 11.342156 49.426079
31 2025-08-31 31.603461 13.116264 51.238991
32 2025-09-30 31.163452 11.996385 49.579934
33 2025-10-31 30.708775 10.165849 50.025548
34 2025-11-30 30.268766 12.008198 49.321778
Forecast for North America and Product 350:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.168366 7.469653 38.968853
31 2025-08-31 22.224291 6.352016 36.910004
32 2025-09-30 21.310670 6.475366 36.582179
33 2025-10-31 20.366596 5.389705 36.507689
34 2025-11-30 19.452975 3.547751 35.212179
14:06:12 - cmdstanpy - INFO - Chain [1] start processing 14:06:12 - cmdstanpy - INFO - Chain [1] done processing 14:06:12 - cmdstanpy - INFO - Chain [1] start processing 14:06:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 351:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.725746 38.434342 75.182428
31 2025-08-31 56.650467 39.723958 74.312019
32 2025-09-30 57.545359 40.419209 75.265013
33 2025-10-31 58.470081 39.562498 76.311754
34 2025-11-30 59.364973 41.449704 75.572780
Forecast for North America and Product 352:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.787573 21.574244 57.476741
31 2025-08-31 38.642397 21.021087 56.575380
32 2025-09-30 38.501904 19.763406 55.634391
33 2025-10-31 38.356728 20.591784 57.798090
34 2025-11-30 38.216236 20.163819 55.601030
14:06:13 - cmdstanpy - INFO - Chain [1] start processing 14:06:13 - cmdstanpy - INFO - Chain [1] done processing 14:06:13 - cmdstanpy - INFO - Chain [1] start processing 14:06:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 353:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.636895 21.518280 56.365684
31 2025-08-31 39.930427 22.477911 58.508695
32 2025-09-30 40.214490 22.403109 58.936556
33 2025-10-31 40.508022 21.946089 58.173521
34 2025-11-30 40.792085 22.917468 59.302998
Forecast for North America and Product 354:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.697268 23.168728 60.710415
31 2025-08-31 41.603369 22.354636 60.139045
32 2025-09-30 41.512498 22.604548 59.251622
33 2025-10-31 41.418599 21.021171 60.357081
34 2025-11-30 41.327729 21.577467 59.940314
14:06:13 - cmdstanpy - INFO - Chain [1] start processing 14:06:13 - cmdstanpy - INFO - Chain [1] done processing 14:06:13 - cmdstanpy - INFO - Chain [1] start processing 14:06:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 355:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.858339 25.281596 59.506315
31 2025-08-31 43.008625 24.527984 59.491313
32 2025-09-30 43.154063 25.249600 60.391297
33 2025-10-31 43.304348 26.611525 59.483748
34 2025-11-30 43.449786 25.532826 60.977711
Forecast for North America and Product 356:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.855652 5.002780 39.768596
31 2025-08-31 21.087804 2.769282 37.639531
32 2025-09-30 20.344726 3.127630 38.652851
33 2025-10-31 19.576878 2.293552 36.302872
34 2025-11-30 18.833800 0.900601 36.370916
14:06:13 - cmdstanpy - INFO - Chain [1] start processing 14:06:13 - cmdstanpy - INFO - Chain [1] done processing 14:06:13 - cmdstanpy - INFO - Chain [1] start processing 14:06:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 357:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.183300 17.792717 61.150532
31 2025-08-31 39.206370 18.639442 60.571039
32 2025-09-30 39.228697 18.772864 59.013952
33 2025-10-31 39.251767 17.638041 59.593715
34 2025-11-30 39.274094 17.506410 60.105420
14:06:14 - cmdstanpy - INFO - Chain [1] start processing 14:06:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 358:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.193352 19.338780 54.292875
31 2025-08-31 35.800715 19.184766 53.118902
32 2025-09-30 35.420744 17.343854 53.083690
33 2025-10-31 35.028107 18.071627 53.104614
34 2025-11-30 34.648136 19.118150 52.434352
Forecast for North America and Product 359:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.012998 28.988538 62.258223
31 2025-08-31 46.333319 28.236228 64.940604
32 2025-09-30 46.643306 29.161063 64.045142
33 2025-10-31 46.963626 28.764949 63.264570
34 2025-11-30 47.273614 30.204396 64.320486
14:06:14 - cmdstanpy - INFO - Chain [1] start processing 14:06:14 - cmdstanpy - INFO - Chain [1] done processing 14:06:14 - cmdstanpy - INFO - Chain [1] start processing 14:06:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 360:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.972511 34.063551 72.777726
31 2025-08-31 53.734245 33.393762 72.516959
32 2025-09-30 54.471406 35.315499 74.745697
33 2025-10-31 55.233140 36.470673 76.153506
34 2025-11-30 55.970301 35.510911 74.335507
Forecast for North America and Product 361:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.146819 17.650455 70.022581
31 2025-08-31 45.334728 17.967412 70.116770
32 2025-09-30 45.516576 19.633490 69.816854
33 2025-10-31 45.704485 17.796870 71.639167
34 2025-11-30 45.886332 18.824840 71.968933
14:06:14 - cmdstanpy - INFO - Chain [1] start processing 14:06:14 - cmdstanpy - INFO - Chain [1] done processing 14:06:14 - cmdstanpy - INFO - Chain [1] start processing 14:06:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 362:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.554028 25.872635 60.084512
31 2025-08-31 43.856492 25.042629 61.409757
32 2025-09-30 44.149199 28.305155 61.698087
33 2025-10-31 44.451662 25.844625 61.061226
34 2025-11-30 44.744369 27.563484 62.326911
Forecast for North America and Product 363:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.089250 21.101360 58.848608
31 2025-08-31 38.955424 20.411943 60.005850
32 2025-09-30 38.825915 18.273784 57.408967
33 2025-10-31 38.692089 19.709656 58.543888
34 2025-11-30 38.562580 20.002010 57.742411
14:06:14 - cmdstanpy - INFO - Chain [1] start processing 14:06:15 - cmdstanpy - INFO - Chain [1] done processing 14:06:15 - cmdstanpy - INFO - Chain [1] start processing 14:06:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 364:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.611793 6.514277 49.669050
31 2025-08-31 28.042073 5.060642 49.286014
32 2025-09-30 27.490732 5.901668 49.087873
33 2025-10-31 26.921012 6.357372 47.483197
34 2025-11-30 26.369670 5.327931 49.202872
Forecast for North America and Product 365:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.595489 19.194834 55.494399
31 2025-08-31 37.663021 20.075893 55.625756
32 2025-09-30 37.728375 19.607064 55.269574
33 2025-10-31 37.795908 19.843920 54.820130
34 2025-11-30 37.861262 20.217946 54.902399
14:06:15 - cmdstanpy - INFO - Chain [1] start processing 14:06:15 - cmdstanpy - INFO - Chain [1] done processing 14:06:15 - cmdstanpy - INFO - Chain [1] start processing 14:06:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 366:
ds yhat yhat_lower yhat_upper
30 2025-07-31 61.455408 43.114586 80.084992
31 2025-08-31 62.600434 41.587987 81.756077
32 2025-09-30 63.708524 44.754140 82.567908
33 2025-10-31 64.853550 45.634253 82.498043
34 2025-11-30 65.961640 46.078060 84.963232
Forecast for North America and Product 367:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.237166 16.072478 60.408714
31 2025-08-31 38.219899 15.213777 59.667143
32 2025-09-30 38.203188 16.118152 58.260064
33 2025-10-31 38.185921 15.017309 60.488624
34 2025-11-30 38.169210 14.820384 59.094074
14:06:15 - cmdstanpy - INFO - Chain [1] start processing 14:06:15 - cmdstanpy - INFO - Chain [1] done processing 14:06:15 - cmdstanpy - INFO - Chain [1] start processing 14:06:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 368:
ds yhat yhat_lower yhat_upper
30 2025-07-31 71.110002 42.575617 100.705173
31 2025-08-31 72.577732 43.342869 102.610367
32 2025-09-30 73.998115 47.248427 99.738744
33 2025-10-31 75.465845 48.724196 106.637733
34 2025-11-30 76.886229 48.565330 104.353681
Forecast for North America and Product 369:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.037109 20.766330 54.474893
31 2025-08-31 38.013731 20.625076 54.667881
32 2025-09-30 37.991108 19.249036 55.097354
33 2025-10-31 37.967731 20.732204 54.187916
34 2025-11-30 37.945107 20.206953 54.609365
14:06:15 - cmdstanpy - INFO - Chain [1] start processing 14:06:16 - cmdstanpy - INFO - Chain [1] done processing 14:06:16 - cmdstanpy - INFO - Chain [1] start processing 14:06:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 370:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.568525 31.892626 62.634478
31 2025-08-31 47.144458 31.718220 62.755376
32 2025-09-30 47.701814 31.917636 63.821303
33 2025-10-31 48.277747 33.217964 64.252767
34 2025-11-30 48.835102 33.062845 64.252863
Forecast for North America and Product 371:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.950328 7.732181 48.567871
31 2025-08-31 27.553767 8.988493 47.827976
32 2025-09-30 27.169998 6.537505 48.017340
33 2025-10-31 26.773437 6.779952 49.122331
34 2025-11-30 26.389668 7.652472 46.670536
14:06:16 - cmdstanpy - INFO - Chain [1] start processing 14:06:16 - cmdstanpy - INFO - Chain [1] done processing 14:06:16 - cmdstanpy - INFO - Chain [1] start processing 14:06:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 372:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.410960 39.212913 77.259697
31 2025-08-31 58.243946 38.562779 79.077739
32 2025-09-30 59.050061 38.888862 77.402884
33 2025-10-31 59.883047 41.691161 80.419582
34 2025-11-30 60.689163 40.171757 80.314923
Forecast for North America and Product 373:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.396958 21.546332 62.085805
31 2025-08-31 41.593983 20.618536 62.090137
32 2025-09-30 41.784651 21.545738 62.524339
33 2025-10-31 41.981676 20.620425 61.313541
34 2025-11-30 42.172344 22.188518 62.876271
14:06:16 - cmdstanpy - INFO - Chain [1] start processing 14:06:16 - cmdstanpy - INFO - Chain [1] done processing 14:06:16 - cmdstanpy - INFO - Chain [1] start processing 14:06:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 374:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.272377 27.562714 65.466198
31 2025-08-31 47.770967 29.316459 66.072694
32 2025-09-30 48.253474 28.598579 65.932801
33 2025-10-31 48.752064 29.343829 67.741965
34 2025-11-30 49.234570 29.675821 69.525337
Forecast for North America and Product 375:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.554177 21.473838 48.224506
31 2025-08-31 34.565301 19.710766 48.070990
32 2025-09-30 34.576066 20.882212 48.821541
33 2025-10-31 34.587190 19.655408 48.239037
34 2025-11-30 34.597956 20.618799 48.406294
14:06:17 - cmdstanpy - INFO - Chain [1] start processing 14:06:17 - cmdstanpy - INFO - Chain [1] done processing 14:06:17 - cmdstanpy - INFO - Chain [1] start processing 14:06:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 376:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.318437 16.417256 54.250590
31 2025-08-31 35.051431 14.761464 55.164767
32 2025-09-30 34.793039 16.497373 56.192719
33 2025-10-31 34.526033 14.197125 54.427140
34 2025-11-30 34.267640 14.305573 53.370784
Forecast for North America and Product 377:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.654165 5.362497 50.148928
31 2025-08-31 26.915512 2.045778 49.494116
32 2025-09-30 26.200686 1.123464 47.022046
33 2025-10-31 25.462032 2.819545 48.423618
34 2025-11-30 24.747206 3.156146 47.247361
14:06:17 - cmdstanpy - INFO - Chain [1] start processing 14:06:17 - cmdstanpy - INFO - Chain [1] done processing 14:06:17 - cmdstanpy - INFO - Chain [1] start processing 14:06:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 378:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.773112 20.751814 66.298766
31 2025-08-31 41.965728 19.753712 64.765983
32 2025-09-30 42.152132 18.475985 64.399054
33 2025-10-31 42.344749 17.009002 65.111841
34 2025-11-30 42.531152 17.949391 63.859229
Forecast for North America and Product 379:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.478523 25.752272 63.453271
31 2025-08-31 45.643803 26.149108 64.467387
32 2025-09-30 45.803752 27.341787 64.856829
33 2025-10-31 45.969033 27.459970 64.756303
34 2025-11-30 46.128982 27.002206 64.633799
14:06:17 - cmdstanpy - INFO - Chain [1] start processing 14:06:17 - cmdstanpy - INFO - Chain [1] done processing 14:06:17 - cmdstanpy - INFO - Chain [1] start processing 14:06:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 380:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.437901 27.132940 68.255919
31 2025-08-31 47.748452 26.514201 68.492702
32 2025-09-30 48.048985 28.730619 68.251919
33 2025-10-31 48.359537 27.229878 67.968918
34 2025-11-30 48.660070 28.599879 69.125004
Forecast for North America and Product 381:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.343899 24.353228 57.911228
31 2025-08-31 41.486974 23.983636 59.549988
32 2025-09-30 41.625434 23.343984 59.651148
33 2025-10-31 41.768509 24.065691 57.961367
34 2025-11-30 41.906969 24.988636 58.870080
14:06:18 - cmdstanpy - INFO - Chain [1] start processing 14:06:18 - cmdstanpy - INFO - Chain [1] done processing 14:06:18 - cmdstanpy - INFO - Chain [1] start processing 14:06:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 382:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.220276 22.643925 50.225934
31 2025-08-31 37.311958 24.050397 50.914046
32 2025-09-30 37.400682 24.214125 50.587528
33 2025-10-31 37.492364 23.882503 51.152506
34 2025-11-30 37.581089 24.595627 50.578791
Forecast for North America and Product 383:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.521985 27.175420 69.404237
31 2025-08-31 47.741186 26.669649 68.553540
32 2025-09-30 47.953317 26.754060 67.437114
33 2025-10-31 48.172518 27.923295 69.029111
34 2025-11-30 48.384648 28.409915 68.874812
14:06:18 - cmdstanpy - INFO - Chain [1] start processing 14:06:18 - cmdstanpy - INFO - Chain [1] done processing 14:06:18 - cmdstanpy - INFO - Chain [1] start processing 14:06:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 384:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.236321 17.081323 46.314234
31 2025-08-31 31.004199 16.789574 45.637207
32 2025-09-30 30.779564 16.524361 46.404372
33 2025-10-31 30.547441 14.341199 45.753217
34 2025-11-30 30.322806 15.560745 45.989980
Forecast for North America and Product 385:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.911613 27.998977 78.133547
31 2025-08-31 54.540696 27.629629 79.494891
32 2025-09-30 55.149486 27.867656 80.669261
33 2025-10-31 55.778570 31.302085 81.199931
34 2025-11-30 56.387360 31.454310 81.759762
14:06:18 - cmdstanpy - INFO - Chain [1] start processing 14:06:18 - cmdstanpy - INFO - Chain [1] done processing 14:06:19 - cmdstanpy - INFO - Chain [1] start processing 14:06:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 386:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.554054 20.855200 56.886444
31 2025-08-31 38.499943 20.600758 57.106346
32 2025-09-30 38.447578 20.539206 57.906468
33 2025-10-31 38.393466 19.574631 55.405639
34 2025-11-30 38.341101 20.561948 56.595684
14:06:19 - cmdstanpy - INFO - Chain [1] start processing 14:06:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 387:
ds yhat yhat_lower yhat_upper
29 2025-07-31 40.124086 17.387898 63.797082
30 2025-08-31 40.192606 15.615964 62.961800
31 2025-09-30 40.258916 16.982410 63.034501
32 2025-10-31 40.327437 16.336624 62.764767
33 2025-11-30 40.393746 16.935795 63.984273
Forecast for North America and Product 388:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.731378 18.352036 55.542607
31 2025-08-31 36.389115 17.633260 56.710732
32 2025-09-30 36.057893 15.114192 54.504039
33 2025-10-31 35.715630 16.809781 54.675517
34 2025-11-30 35.384409 17.179142 54.868239
14:06:19 - cmdstanpy - INFO - Chain [1] start processing 14:06:19 - cmdstanpy - INFO - Chain [1] done processing 14:06:19 - cmdstanpy - INFO - Chain [1] start processing 14:06:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 389:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.540338 9.139015 47.655291
31 2025-08-31 27.618684 5.549441 47.679251
32 2025-09-30 26.726760 5.345933 48.059929
33 2025-10-31 25.805106 3.434237 47.436512
34 2025-11-30 24.913182 3.523429 45.794294
Forecast for North America and Product 390:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.871019 5.978245 44.555164
31 2025-08-31 24.037279 4.390816 42.483121
32 2025-09-30 23.230434 4.115714 43.049079
33 2025-10-31 22.396694 2.891641 43.369394
34 2025-11-30 21.589849 -0.286433 41.486787
14:06:19 - cmdstanpy - INFO - Chain [1] start processing 14:06:19 - cmdstanpy - INFO - Chain [1] done processing 14:06:19 - cmdstanpy - INFO - Chain [1] start processing 14:06:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 391:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.010494 33.023196 67.701424
31 2025-08-31 50.526530 34.152562 68.115641
32 2025-09-30 51.025919 34.028923 68.326065
33 2025-10-31 51.541955 34.822577 69.412880
34 2025-11-30 52.041345 35.749869 69.567569
Forecast for North America and Product 392:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.703127 20.068793 57.043441
31 2025-08-31 38.611854 18.832561 58.593739
32 2025-09-30 38.523526 19.220326 57.758741
33 2025-10-31 38.432254 19.523128 56.758650
34 2025-11-30 38.343926 20.253373 58.334373
14:06:20 - cmdstanpy - INFO - Chain [1] start processing 14:06:20 - cmdstanpy - INFO - Chain [1] done processing 14:06:20 - cmdstanpy - INFO - Chain [1] start processing 14:06:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 393:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.069411 9.977111 64.464258
31 2025-08-31 36.960929 11.948209 63.687335
32 2025-09-30 36.855947 10.863331 63.916480
33 2025-10-31 36.747466 9.377667 64.755403
34 2025-11-30 36.642483 9.294171 63.660048
Forecast for North America and Product 394:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.301728 2.830380 42.619503
31 2025-08-31 20.378648 1.226992 41.004356
32 2025-09-30 19.485344 -0.085234 39.580501
33 2025-10-31 18.562264 -1.680154 37.746223
34 2025-11-30 17.668960 -2.349177 37.475084
14:06:20 - cmdstanpy - INFO - Chain [1] start processing 14:06:20 - cmdstanpy - INFO - Chain [1] done processing 14:06:20 - cmdstanpy - INFO - Chain [1] start processing 14:06:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 395:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.596121 16.809478 65.093200
31 2025-08-31 39.570174 17.816618 64.024143
32 2025-09-30 39.545064 16.066099 62.819036
33 2025-10-31 39.519117 16.575604 62.834353
34 2025-11-30 39.494006 17.173501 63.585843
Forecast for North America and Product 396:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.828162 10.806442 52.136515
31 2025-08-31 31.534787 11.657550 50.779630
32 2025-09-30 31.250876 10.332139 51.274924
33 2025-10-31 30.957501 10.064993 53.076083
34 2025-11-30 30.673590 8.950960 52.796404
14:06:20 - cmdstanpy - INFO - Chain [1] start processing 14:06:20 - cmdstanpy - INFO - Chain [1] done processing 14:06:21 - cmdstanpy - INFO - Chain [1] start processing 14:06:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 397:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.441730 -4.246447 41.275225
31 2025-08-31 18.362568 -4.775535 40.953684
32 2025-09-30 17.318217 -6.186291 39.840122
33 2025-10-31 16.239054 -7.597281 38.917906
34 2025-11-30 15.194703 -8.676080 38.399757
Forecast for North America and Product 398:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.951509 26.245708 67.993459
31 2025-08-31 47.305656 25.200950 68.233583
32 2025-09-30 47.648379 26.700903 69.687414
33 2025-10-31 48.002526 26.721570 69.776556
34 2025-11-30 48.345249 27.224410 68.324529
14:06:21 - cmdstanpy - INFO - Chain [1] start processing 14:06:21 - cmdstanpy - INFO - Chain [1] done processing 14:06:21 - cmdstanpy - INFO - Chain [1] start processing 14:06:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 399:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.318342 24.396528 69.270403
31 2025-08-31 48.288023 25.909668 72.177120
32 2025-09-30 48.258682 25.159398 73.375188
33 2025-10-31 48.228363 26.540544 71.742229
34 2025-11-30 48.199022 25.969049 70.006141
Forecast for North America and Product 400:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.207458 26.319342 71.020520
31 2025-08-31 47.468047 24.410383 70.986363
32 2025-09-30 47.720231 23.690665 69.685110
33 2025-10-31 47.980820 26.009179 70.981386
34 2025-11-30 48.233004 26.474103 72.585533
14:06:21 - cmdstanpy - INFO - Chain [1] start processing 14:06:21 - cmdstanpy - INFO - Chain [1] done processing 14:06:21 - cmdstanpy - INFO - Chain [1] start processing 14:06:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 401:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.516304 21.858233 56.839418
31 2025-08-31 38.744977 20.608487 56.460720
32 2025-09-30 38.966273 21.143801 57.695494
33 2025-10-31 39.194946 20.728184 58.197812
34 2025-11-30 39.416242 21.905666 57.679696
Forecast for North America and Product 402:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.271717 24.869941 56.565890
31 2025-08-31 40.058507 23.401655 55.792721
32 2025-09-30 39.852174 23.555810 55.556807
33 2025-10-31 39.638964 23.579155 56.705110
34 2025-11-30 39.432631 23.616595 56.704256
14:06:21 - cmdstanpy - INFO - Chain [1] start processing 14:06:21 - cmdstanpy - INFO - Chain [1] done processing 14:06:22 - cmdstanpy - INFO - Chain [1] start processing 14:06:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 403:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.280942 30.934720 69.191270
31 2025-08-31 50.895712 31.611693 71.077922
32 2025-09-30 51.490650 32.231032 69.708612
33 2025-10-31 52.105420 32.908017 70.862938
34 2025-11-30 52.700359 35.311016 71.806034
Forecast for North America and Product 404:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.298206 28.428250 68.361808
31 2025-08-31 48.573029 29.518252 68.511842
32 2025-09-30 48.838986 28.452055 70.161514
33 2025-10-31 49.113809 29.200070 70.161439
34 2025-11-30 49.379767 31.144882 69.114240
14:06:22 - cmdstanpy - INFO - Chain [1] start processing 14:06:22 - cmdstanpy - INFO - Chain [1] done processing 14:06:22 - cmdstanpy - INFO - Chain [1] start processing 14:06:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 405:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.024474 13.062632 56.874224
31 2025-08-31 34.725700 15.991267 55.792474
32 2025-09-30 34.436564 15.089121 53.921551
33 2025-10-31 34.137789 12.319777 54.540465
34 2025-11-30 33.848653 13.112347 54.531999
Forecast for North America and Product 406:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.136351 31.581641 69.620390
31 2025-08-31 51.639499 32.831474 70.919249
32 2025-09-30 52.126417 34.280336 70.991695
33 2025-10-31 52.629565 33.380243 70.850933
34 2025-11-30 53.116482 34.678650 71.391889
14:06:22 - cmdstanpy - INFO - Chain [1] start processing 14:06:22 - cmdstanpy - INFO - Chain [1] done processing 14:06:22 - cmdstanpy - INFO - Chain [1] start processing 14:06:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 407:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.731223 26.976790 70.784125
31 2025-08-31 49.112253 29.082770 70.139020
32 2025-09-30 49.480992 27.621303 72.282272
33 2025-10-31 49.862023 27.690460 71.711045
34 2025-11-30 50.230762 28.663307 70.671874
Forecast for North America and Product 408:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.031756 24.726040 55.336013
31 2025-08-31 40.091639 24.553980 55.231493
32 2025-09-30 40.149589 25.019769 55.673189
33 2025-10-31 40.209472 24.521153 55.472742
34 2025-11-30 40.267422 24.657962 54.398287
14:06:22 - cmdstanpy - INFO - Chain [1] start processing 14:06:22 - cmdstanpy - INFO - Chain [1] done processing 14:06:23 - cmdstanpy - INFO - Chain [1] start processing 14:06:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 409:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.908037 6.654651 49.297472
31 2025-08-31 26.125453 4.195988 48.502686
32 2025-09-30 25.368112 3.963724 47.396727
33 2025-10-31 24.585528 1.985260 46.734735
34 2025-11-30 23.828188 2.502027 45.153722
Forecast for North America and Product 410:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.083164 11.566282 59.485495
31 2025-08-31 34.857672 10.727189 57.679371
32 2025-09-30 34.639453 12.418975 57.397001
33 2025-10-31 34.413961 12.328620 58.127479
34 2025-11-30 34.195742 9.886629 56.706953
14:06:23 - cmdstanpy - INFO - Chain [1] start processing 14:06:23 - cmdstanpy - INFO - Chain [1] done processing 14:06:23 - cmdstanpy - INFO - Chain [1] start processing 14:06:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 411:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.396073 12.186698 53.215787
31 2025-08-31 32.854177 11.890824 54.264602
32 2025-09-30 32.329760 11.025115 53.625010
33 2025-10-31 31.787864 9.645382 54.689198
34 2025-11-30 31.263448 8.043628 51.005381
14:06:23 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 412:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.428801 23.049911 55.295016
31 2025-08-31 39.649707 23.885426 55.885733
32 2025-09-30 39.863487 25.176200 55.622619
33 2025-10-31 40.084392 24.129864 56.164939
34 2025-11-30 40.298172 24.357537 55.196692
14:06:23 - cmdstanpy - INFO - Chain [1] done processing 14:06:23 - cmdstanpy - INFO - Chain [1] start processing 14:06:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 413:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.886429 10.648430 51.373046
31 2025-08-31 31.307630 11.217376 49.755854
32 2025-09-30 30.747501 12.945173 50.337901
33 2025-10-31 30.168702 10.570448 49.260315
34 2025-11-30 29.608573 11.188387 50.662432
Forecast for North America and Product 414:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.849578 19.630005 65.228173
31 2025-08-31 42.947101 21.504249 65.760897
32 2025-09-30 43.041478 21.348658 65.289338
33 2025-10-31 43.139001 21.284805 65.852946
34 2025-11-30 43.233378 21.191503 64.831503
14:06:24 - cmdstanpy - INFO - Chain [1] start processing 14:06:24 - cmdstanpy - INFO - Chain [1] done processing 14:06:24 - cmdstanpy - INFO - Chain [1] start processing 14:06:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 415:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.529141 23.337666 61.757587
31 2025-08-31 42.809190 21.530610 62.229267
32 2025-09-30 43.080205 23.986912 64.680184
33 2025-10-31 43.360255 23.238965 63.939247
34 2025-11-30 43.631270 24.543860 64.133625
Forecast for North America and Product 416:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.710992 30.721761 63.962792
31 2025-08-31 48.159018 31.668485 64.849727
32 2025-09-30 48.592591 31.131170 64.830521
33 2025-10-31 49.040616 33.223612 65.385754
34 2025-11-30 49.474189 31.872263 66.105722
14:06:24 - cmdstanpy - INFO - Chain [1] start processing 14:06:24 - cmdstanpy - INFO - Chain [1] done processing 14:06:24 - cmdstanpy - INFO - Chain [1] start processing 14:06:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 417:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.966924 17.053274 61.899090
31 2025-08-31 38.874427 16.336721 61.955035
32 2025-09-30 38.784913 17.516705 60.929508
33 2025-10-31 38.692416 14.611732 61.354357
34 2025-11-30 38.602902 15.314429 61.486538
Forecast for North America and Product 418:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.364020 36.983329 85.312448
31 2025-08-31 60.260777 36.905093 84.313895
32 2025-09-30 61.128607 35.873282 84.308373
33 2025-10-31 62.025364 35.800402 85.717213
34 2025-11-30 62.893193 38.565250 87.132213
14:06:24 - cmdstanpy - INFO - Chain [1] start processing 14:06:24 - cmdstanpy - INFO - Chain [1] done processing 14:06:24 - cmdstanpy - INFO - Chain [1] start processing 14:06:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 419:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.389278 13.178099 39.964442
31 2025-08-31 25.696702 11.465161 39.790350
32 2025-09-30 25.026468 10.984049 38.509017
33 2025-10-31 24.333892 10.896363 38.930844
34 2025-11-30 23.663658 9.740730 38.046430
Forecast for North America and Product 420:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.732803 20.133821 61.059295
31 2025-08-31 39.865440 18.876737 61.597519
32 2025-09-30 39.993798 17.124761 59.731059
33 2025-10-31 40.126434 19.787722 57.877135
34 2025-11-30 40.254792 19.439303 61.093149
14:06:25 - cmdstanpy - INFO - Chain [1] start processing 14:06:25 - cmdstanpy - INFO - Chain [1] done processing 14:06:25 - cmdstanpy - INFO - Chain [1] start processing 14:06:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 421:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.356791 20.248160 73.855893
31 2025-08-31 47.637563 21.799296 75.646401
32 2025-09-30 47.909277 20.665011 72.970806
33 2025-10-31 48.190049 21.737063 77.125916
34 2025-11-30 48.461763 20.490302 75.454738
Forecast for North America and Product 422:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.150530 31.122669 61.248415
31 2025-08-31 46.743973 31.734924 60.867462
32 2025-09-30 47.318271 31.902016 62.731678
33 2025-10-31 47.911713 33.341970 63.760146
34 2025-11-30 48.486012 33.575971 65.274667
14:06:25 - cmdstanpy - INFO - Chain [1] start processing 14:06:25 - cmdstanpy - INFO - Chain [1] done processing 14:06:25 - cmdstanpy - INFO - Chain [1] start processing 14:06:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 423:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.752587 29.488713 62.708462
31 2025-08-31 45.997972 28.274775 62.487076
32 2025-09-30 46.235442 28.570370 62.917743
33 2025-10-31 46.480828 30.164697 62.827459
34 2025-11-30 46.718297 30.161996 63.358632
Forecast for North America and Product 424:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.422375 9.801022 46.281820
31 2025-08-31 27.012919 8.237522 45.301367
32 2025-09-30 26.616672 6.571936 45.041794
33 2025-10-31 26.207216 7.213540 44.817949
34 2025-11-30 25.810968 5.561540 44.570270
14:06:25 - cmdstanpy - INFO - Chain [1] start processing 14:06:25 - cmdstanpy - INFO - Chain [1] done processing 14:06:25 - cmdstanpy - INFO - Chain [1] start processing 14:06:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 425:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.418219 28.715010 65.648694
31 2025-08-31 48.836831 31.012690 68.240799
32 2025-09-30 49.241940 30.582522 69.021195
33 2025-10-31 49.660552 30.266918 69.540562
34 2025-11-30 50.065660 29.755951 68.958478
Forecast for North America and Product 426:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.939406 25.806070 55.752629
31 2025-08-31 41.027849 27.058899 55.941036
32 2025-09-30 41.113440 25.629945 55.494773
33 2025-10-31 41.201883 26.134746 56.219509
34 2025-11-30 41.287474 26.840849 56.357719
14:06:26 - cmdstanpy - INFO - Chain [1] start processing 14:06:26 - cmdstanpy - INFO - Chain [1] done processing 14:06:26 - cmdstanpy - INFO - Chain [1] start processing 14:06:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 427:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.901534 14.211654 49.328687
31 2025-08-31 31.424057 13.804847 48.951493
32 2025-09-30 30.961982 11.445328 48.091960
33 2025-10-31 30.484505 12.568516 47.348722
34 2025-11-30 30.022431 13.114929 47.410653
Forecast for North America and Product 428:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.770997 15.480972 43.445304
31 2025-08-31 29.408466 14.977326 45.284439
32 2025-09-30 29.057629 14.414082 44.240426
33 2025-10-31 28.695098 13.134126 43.597563
34 2025-11-30 28.344261 12.649226 41.689771
14:06:26 - cmdstanpy - INFO - Chain [1] start processing 14:06:26 - cmdstanpy - INFO - Chain [1] done processing 14:06:26 - cmdstanpy - INFO - Chain [1] start processing 14:06:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 429:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.360429 19.939252 44.073601
31 2025-08-31 32.149791 19.698555 44.485438
32 2025-09-30 31.945947 20.122925 44.370569
33 2025-10-31 31.735309 19.218110 43.327902
34 2025-11-30 31.531465 18.547521 43.077440
Forecast for North America and Product 430:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.573891 15.076813 56.027886
31 2025-08-31 34.322922 13.171640 54.712350
32 2025-09-30 34.080049 14.683481 53.900142
33 2025-10-31 33.829080 13.439615 53.204201
34 2025-11-30 33.586207 11.807376 53.502607
14:06:26 - cmdstanpy - INFO - Chain [1] start processing 14:06:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 431:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.858657 34.048991 63.657177
31 2025-08-31 50.613257 33.953091 67.134563
32 2025-09-30 51.343514 35.854617 65.734997
33 2025-10-31 52.098114 36.203057 66.917111
34 2025-11-30 52.828372 37.629894 68.350120
14:06:27 - cmdstanpy - INFO - Chain [1] start processing 14:06:27 - cmdstanpy - INFO - Chain [1] done processing 14:06:27 - cmdstanpy - INFO - Chain [1] start processing 14:06:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 432:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.730085 41.164477 78.153143
31 2025-08-31 60.603002 42.149865 78.851716
32 2025-09-30 61.447760 41.990430 82.120154
33 2025-10-31 62.320677 44.443533 81.681906
34 2025-11-30 63.165435 44.278082 82.078047
Forecast for North America and Product 433:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.952709 12.173199 70.420856
31 2025-08-31 41.125493 11.209952 70.635435
32 2025-09-30 41.292703 12.454786 69.902975
33 2025-10-31 41.465486 13.107954 71.127335
34 2025-11-30 41.632696 13.269296 72.395133
14:06:27 - cmdstanpy - INFO - Chain [1] start processing 14:06:27 - cmdstanpy - INFO - Chain [1] done processing 14:06:27 - cmdstanpy - INFO - Chain [1] start processing 14:06:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 434:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.251277 39.958787 79.482066
31 2025-08-31 60.269191 40.594322 79.850277
32 2025-09-30 61.254269 42.736291 81.236973
33 2025-10-31 62.272182 42.384081 80.999749
34 2025-11-30 63.257260 43.374859 81.751265
Forecast for North America and Product 435:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.969828 16.140114 58.849996
31 2025-08-31 37.628182 15.269866 57.663101
32 2025-09-30 37.297556 16.225253 57.515260
33 2025-10-31 36.955909 14.768690 57.243814
34 2025-11-30 36.625283 16.426606 56.461207
14:06:27 - cmdstanpy - INFO - Chain [1] start processing 14:06:27 - cmdstanpy - INFO - Chain [1] done processing 14:06:27 - cmdstanpy - INFO - Chain [1] start processing 14:06:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 436:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.488376 33.069339 72.872293
31 2025-08-31 54.045320 34.801495 74.357948
32 2025-09-30 54.584297 34.369086 73.825848
33 2025-10-31 55.141241 34.511754 75.075690
34 2025-11-30 55.680219 36.337819 74.080886
Forecast for North America and Product 437:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.400098 15.982694 51.363976
31 2025-08-31 32.011584 14.968617 48.396659
32 2025-09-30 31.635603 13.683772 47.292355
33 2025-10-31 31.247089 13.998247 48.548586
34 2025-11-30 30.871108 13.791623 48.910304
14:06:28 - cmdstanpy - INFO - Chain [1] start processing 14:06:28 - cmdstanpy - INFO - Chain [1] done processing 14:06:28 - cmdstanpy - INFO - Chain [1] start processing 14:06:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 438:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.064167 21.789323 58.014503
31 2025-08-31 39.993163 21.613965 59.422983
32 2025-09-30 39.924449 20.592304 58.918696
33 2025-10-31 39.853445 20.434262 57.362969
34 2025-11-30 39.784731 22.985107 58.199109
Forecast for North America and Product 439:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.036110 2.991930 42.000868
31 2025-08-31 21.138729 1.898621 41.068942
32 2025-09-30 20.270296 0.575524 41.025785
33 2025-10-31 19.372915 -0.051842 38.551246
34 2025-11-30 18.504482 -2.234504 38.263056
14:06:28 - cmdstanpy - INFO - Chain [1] start processing 14:06:28 - cmdstanpy - INFO - Chain [1] done processing 14:06:28 - cmdstanpy - INFO - Chain [1] start processing 14:06:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 440:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.288190 38.330350 75.753346
31 2025-08-31 57.970407 38.573060 76.728701
32 2025-09-30 58.630617 41.384570 77.141205
33 2025-10-31 59.312834 39.447239 77.637384
34 2025-11-30 59.973043 42.977448 79.039405
Forecast for North America and Product 441:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.868712 18.492805 48.274643
31 2025-08-31 32.338443 16.969644 47.701732
32 2025-09-30 31.825279 15.986345 46.814741
33 2025-10-31 31.295009 17.557213 46.809691
34 2025-11-30 30.781845 15.084235 46.167377
14:06:28 - cmdstanpy - INFO - Chain [1] start processing 14:06:28 - cmdstanpy - INFO - Chain [1] done processing 14:06:29 - cmdstanpy - INFO - Chain [1] start processing 14:06:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 442:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.265353 23.550120 64.970731
31 2025-08-31 44.518585 25.550647 64.626392
32 2025-09-30 44.763649 24.367597 65.945837
33 2025-10-31 45.016881 23.868635 65.305561
34 2025-11-30 45.261945 24.514312 65.528198
Forecast for North America and Product 443:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.047801 18.545984 46.489613
31 2025-08-31 32.999656 18.553532 46.111481
32 2025-09-30 32.953065 20.156111 47.100529
33 2025-10-31 32.904920 18.761592 46.318910
34 2025-11-30 32.858329 19.814922 46.049397
14:06:29 - cmdstanpy - INFO - Chain [1] start processing 14:06:29 - cmdstanpy - INFO - Chain [1] done processing 14:06:29 - cmdstanpy - INFO - Chain [1] start processing 14:06:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 444:
ds yhat yhat_lower yhat_upper
30 2025-07-31 61.788756 42.336270 81.627317
31 2025-08-31 62.717434 42.567219 81.745965
32 2025-09-30 63.616156 44.041313 82.761244
33 2025-10-31 64.544835 46.276548 83.341449
34 2025-11-30 65.443556 47.393453 85.764806
Forecast for North America and Product 445:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.872523 26.471862 69.670463
31 2025-08-31 47.179242 26.054363 68.686072
32 2025-09-30 47.476067 24.999786 69.479040
33 2025-10-31 47.782786 26.069031 68.700531
34 2025-11-30 48.079611 26.291962 69.244908
14:06:29 - cmdstanpy - INFO - Chain [1] start processing 14:06:29 - cmdstanpy - INFO - Chain [1] done processing 14:06:29 - cmdstanpy - INFO - Chain [1] start processing 14:06:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 446:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.518333 6.797239 46.803006
31 2025-08-31 27.047660 5.657176 46.588447
32 2025-09-30 26.592171 5.186717 46.472873
33 2025-10-31 26.121498 6.070951 45.504061
34 2025-11-30 25.666008 5.893958 46.143816
Forecast for North America and Product 447:
ds yhat yhat_lower yhat_upper
30 2025-07-31 14.947899 -3.862807 32.776829
31 2025-08-31 13.947744 -3.683127 31.821788
32 2025-09-30 12.979853 -4.481098 32.439114
33 2025-10-31 11.979698 -6.533934 28.616414
34 2025-11-30 11.011807 -6.599539 28.332729
14:06:29 - cmdstanpy - INFO - Chain [1] start processing 14:06:29 - cmdstanpy - INFO - Chain [1] done processing 14:06:30 - cmdstanpy - INFO - Chain [1] start processing 14:06:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 448:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.893293 11.208805 60.154366
31 2025-08-31 34.729273 10.590531 58.378171
32 2025-09-30 34.570544 9.371885 58.349257
33 2025-10-31 34.406524 9.214880 60.781399
34 2025-11-30 34.247795 7.269806 58.464862
Forecast for North America and Product 449:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.992655 11.183785 53.475531
31 2025-08-31 32.642626 12.168732 53.079179
32 2025-09-30 32.303888 11.493000 52.481675
33 2025-10-31 31.953859 12.234909 51.473717
34 2025-11-30 31.615122 11.271890 52.391082
14:06:30 - cmdstanpy - INFO - Chain [1] start processing 14:06:30 - cmdstanpy - INFO - Chain [1] done processing 14:06:30 - cmdstanpy - INFO - Chain [1] start processing 14:06:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 450:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.961336 35.407506 75.834128
31 2025-08-31 55.679313 35.792942 75.316982
32 2025-09-30 56.374129 35.906628 76.903085
33 2025-10-31 57.092105 36.509437 77.642891
34 2025-11-30 57.786921 36.453881 77.820861
Forecast for North America and Product 451:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.802394 27.036308 72.659517
31 2025-08-31 49.973778 26.283579 72.501170
32 2025-09-30 50.139633 28.222457 74.365268
33 2025-10-31 50.311016 27.301062 74.133718
34 2025-11-30 50.476871 26.198235 73.609812
14:06:30 - cmdstanpy - INFO - Chain [1] start processing 14:06:30 - cmdstanpy - INFO - Chain [1] done processing 14:06:30 - cmdstanpy - INFO - Chain [1] start processing 14:06:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 452:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.579243 31.992651 68.074241
31 2025-08-31 50.005833 32.429202 68.389033
32 2025-09-30 50.418663 33.239401 67.226042
33 2025-10-31 50.845253 33.283201 69.871871
34 2025-11-30 51.258082 33.087560 68.927867
Forecast for North America and Product 453:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.242387 22.685640 57.752211
31 2025-08-31 40.243711 23.034410 57.976289
32 2025-09-30 40.244991 21.855441 57.653176
33 2025-10-31 40.246315 23.345615 58.596358
34 2025-11-30 40.247596 22.537776 58.156823
14:06:30 - cmdstanpy - INFO - Chain [1] start processing 14:06:30 - cmdstanpy - INFO - Chain [1] done processing 14:06:31 - cmdstanpy - INFO - Chain [1] start processing 14:06:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 454:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.977932 19.559046 55.783710
31 2025-08-31 36.632546 16.742127 55.395827
32 2025-09-30 36.298302 17.343168 55.377654
33 2025-10-31 35.952916 16.144893 55.670237
34 2025-11-30 35.618672 16.197809 56.228557
Forecast for North America and Product 455:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.462318 4.031099 45.948702
31 2025-08-31 24.616550 4.562284 46.180953
32 2025-09-30 23.798064 1.053186 43.828551
33 2025-10-31 22.952296 3.113425 44.795982
34 2025-11-30 22.133810 0.972419 42.307367
14:06:31 - cmdstanpy - INFO - Chain [1] start processing 14:06:31 - cmdstanpy - INFO - Chain [1] done processing 14:06:31 - cmdstanpy - INFO - Chain [1] start processing 14:06:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 456:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.237595 22.878268 66.592701
31 2025-08-31 44.465488 24.828678 66.364905
32 2025-09-30 44.686030 23.971338 64.459496
33 2025-10-31 44.913923 23.031878 65.482271
34 2025-11-30 45.134464 21.935366 66.350490
Forecast for North America and Product 457:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.924031 17.713067 52.281755
31 2025-08-31 35.824900 18.536576 53.018048
32 2025-09-30 35.728968 18.687384 53.439813
33 2025-10-31 35.629837 18.524452 52.967333
34 2025-11-30 35.533905 17.868490 53.093392
14:06:31 - cmdstanpy - INFO - Chain [1] start processing 14:06:31 - cmdstanpy - INFO - Chain [1] done processing 14:06:31 - cmdstanpy - INFO - Chain [1] start processing 14:06:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 458:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.393032 36.760983 77.285650
31 2025-08-31 57.046331 36.743381 76.558613
32 2025-09-30 57.678557 36.548194 79.422301
33 2025-10-31 58.331857 36.882816 78.699993
34 2025-11-30 58.964082 38.683944 79.235450
Forecast for North America and Product 459:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.212687 29.472977 61.702155
31 2025-08-31 46.682833 30.043615 63.198040
32 2025-09-30 47.137813 29.637343 64.480911
33 2025-10-31 47.607959 32.065835 64.341469
34 2025-11-30 48.062939 31.483997 63.748980
14:06:31 - cmdstanpy - INFO - Chain [1] start processing 14:06:32 - cmdstanpy - INFO - Chain [1] done processing 14:06:32 - cmdstanpy - INFO - Chain [1] start processing 14:06:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 460:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.723627 18.395956 63.086838
31 2025-08-31 40.681639 18.603430 64.506866
32 2025-09-30 40.641006 17.335382 63.459120
33 2025-10-31 40.599018 17.835684 63.722033
34 2025-11-30 40.558384 16.836122 63.931120
Forecast for North America and Product 461:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.295247 22.832776 60.973805
31 2025-08-31 42.466734 24.202609 61.944658
32 2025-09-30 42.632690 23.765606 61.120258
33 2025-10-31 42.804177 24.732234 62.629942
34 2025-11-30 42.970133 24.290229 62.235213
14:06:32 - cmdstanpy - INFO - Chain [1] start processing 14:06:32 - cmdstanpy - INFO - Chain [1] done processing 14:06:32 - cmdstanpy - INFO - Chain [1] start processing 14:06:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 462:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.630887 25.084677 71.708988
31 2025-08-31 49.333786 26.196691 72.453962
32 2025-09-30 50.014010 28.135722 72.293578
33 2025-10-31 50.716909 27.436957 75.594186
34 2025-11-30 51.397134 28.342607 74.953926
Forecast for North America and Product 463:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.060078 26.071720 61.212776
31 2025-08-31 44.114675 26.400752 60.576017
32 2025-09-30 44.167511 25.123157 62.003541
33 2025-10-31 44.222108 26.819880 62.519289
34 2025-11-30 44.274943 25.637891 61.251985
14:06:32 - cmdstanpy - INFO - Chain [1] start processing 14:06:32 - cmdstanpy - INFO - Chain [1] done processing 14:06:32 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 464:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.720885 30.872113 77.026576
31 2025-08-31 54.447346 30.523131 77.760141
32 2025-09-30 55.150372 32.239490 79.172142
33 2025-10-31 55.876833 32.051068 78.960570
34 2025-11-30 56.579860 33.333902 80.597267
14:06:32 - cmdstanpy - INFO - Chain [1] done processing 14:06:33 - cmdstanpy - INFO - Chain [1] start processing 14:06:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 465:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.587923 27.825680 63.892158
31 2025-08-31 46.948816 29.926040 63.080633
32 2025-09-30 47.298067 30.817638 64.591674
33 2025-10-31 47.658961 30.931156 65.884743
34 2025-11-30 48.008212 29.253271 66.162733
Forecast for North America and Product 466:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.138165 13.639585 51.211842
31 2025-08-31 32.859084 13.615158 51.123318
32 2025-09-30 32.589005 13.175692 52.617526
33 2025-10-31 32.309923 14.184050 51.921266
34 2025-11-30 32.039845 12.359338 50.782296
14:06:33 - cmdstanpy - INFO - Chain [1] start processing 14:06:33 - cmdstanpy - INFO - Chain [1] done processing 14:06:33 - cmdstanpy - INFO - Chain [1] start processing 14:06:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 467:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.626525 10.762232 46.826798
31 2025-08-31 26.888301 9.022281 44.528148
32 2025-09-30 26.173891 7.935325 42.991448
33 2025-10-31 25.435667 7.753588 43.108398
34 2025-11-30 24.721257 9.082121 42.287385
Forecast for North America and Product 468:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.646369 20.708263 57.550217
31 2025-08-31 38.823001 20.207970 57.814136
32 2025-09-30 38.993935 20.709466 56.385977
33 2025-10-31 39.170566 22.090486 56.443498
34 2025-11-30 39.341500 20.224352 58.230326
14:06:33 - cmdstanpy - INFO - Chain [1] start processing 14:06:33 - cmdstanpy - INFO - Chain [1] done processing 14:06:33 - cmdstanpy - INFO - Chain [1] start processing 14:06:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 469:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.180209 8.532911 51.099289
31 2025-08-31 28.897312 7.978357 49.133034
32 2025-09-30 28.623541 7.471028 49.257912
33 2025-10-31 28.340643 6.760093 48.360399
34 2025-11-30 28.066872 7.894583 48.209645
Forecast for North America and Product 470:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.462678 20.126272 65.305902
31 2025-08-31 43.451447 20.551438 65.962732
32 2025-09-30 43.440577 21.931017 66.251898
33 2025-10-31 43.429346 20.747129 67.228056
34 2025-11-30 43.418477 20.116781 64.220515
14:06:33 - cmdstanpy - INFO - Chain [1] start processing 14:06:34 - cmdstanpy - INFO - Chain [1] done processing 14:06:34 - cmdstanpy - INFO - Chain [1] start processing 14:06:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 471:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.122212 15.687219 57.251656
31 2025-08-31 36.109306 16.513217 55.491423
32 2025-09-30 36.096817 15.127968 58.636891
33 2025-10-31 36.083911 15.412276 56.354662
34 2025-11-30 36.071422 14.380445 57.933051
Forecast for North America and Product 472:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.864723 39.347017 72.889658
31 2025-08-31 56.464944 38.982597 73.915286
32 2025-09-30 57.045804 40.690591 74.822369
33 2025-10-31 57.646026 41.846401 75.704750
34 2025-11-30 58.226885 41.217899 75.340624
14:06:34 - cmdstanpy - INFO - Chain [1] start processing 14:06:34 - cmdstanpy - INFO - Chain [1] done processing 14:06:34 - cmdstanpy - INFO - Chain [1] start processing 14:06:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 473:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.583455 19.840256 52.759129
31 2025-08-31 36.304526 20.256113 51.615039
32 2025-09-30 36.034595 20.326561 52.301029
33 2025-10-31 35.755666 20.530479 53.354942
34 2025-11-30 35.485735 18.652568 51.256501
Forecast for North America and Product 474:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.330482 34.151547 65.168564
31 2025-08-31 51.089943 34.356957 67.499167
32 2025-09-30 51.824906 35.148559 68.697686
33 2025-10-31 52.584367 37.133470 69.741620
34 2025-11-30 53.319330 35.774592 70.679431
14:06:34 - cmdstanpy - INFO - Chain [1] start processing 14:06:34 - cmdstanpy - INFO - Chain [1] done processing 14:06:34 - cmdstanpy - INFO - Chain [1] start processing 14:06:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 475:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.664376 8.610706 44.874739
31 2025-08-31 25.905543 9.106462 43.614776
32 2025-09-30 25.171189 8.467448 42.565306
33 2025-10-31 24.412357 6.948571 40.495799
34 2025-11-30 23.678003 6.611924 39.633621
Forecast for North America and Product 476:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.691375 17.015544 59.382134
31 2025-08-31 37.311561 16.031727 59.495206
32 2025-09-30 36.944000 15.501882 59.844558
33 2025-10-31 36.564186 15.206291 56.925075
34 2025-11-30 36.196624 13.292220 57.264926
14:06:35 - cmdstanpy - INFO - Chain [1] start processing 14:06:35 - cmdstanpy - INFO - Chain [1] done processing 14:06:35 - cmdstanpy - INFO - Chain [1] start processing 14:06:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 477:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.603955 17.721751 58.892942
31 2025-08-31 39.438893 18.098766 58.365835
32 2025-09-30 39.279155 19.110398 61.867827
33 2025-10-31 39.114092 17.740972 58.973349
34 2025-11-30 38.954354 16.333956 58.710006
Forecast for North America and Product 478:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.211220 12.566053 51.666227
31 2025-08-31 32.884789 12.769277 53.355910
32 2025-09-30 32.568889 13.709628 51.734731
33 2025-10-31 32.242459 13.769647 52.213696
34 2025-11-30 31.926558 13.354761 50.788093
14:06:35 - cmdstanpy - INFO - Chain [1] start processing 14:06:35 - cmdstanpy - INFO - Chain [1] done processing 14:06:35 - cmdstanpy - INFO - Chain [1] start processing 14:06:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 479:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.269973 22.579346 58.819546
31 2025-08-31 39.196709 21.901607 58.149032
32 2025-09-30 39.125807 22.001198 56.575110
33 2025-10-31 39.052543 20.569295 57.080017
34 2025-11-30 38.981641 19.058088 55.878980
Forecast for North America and Product 480:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.859581 29.849032 70.545925
31 2025-08-31 50.218123 30.218879 70.116595
32 2025-09-30 50.565099 28.329178 69.344211
33 2025-10-31 50.923641 30.309390 69.968505
34 2025-11-30 51.270617 31.502443 72.154303
14:06:35 - cmdstanpy - INFO - Chain [1] start processing 14:06:35 - cmdstanpy - INFO - Chain [1] done processing 14:06:35 - cmdstanpy - INFO - Chain [1] start processing 14:06:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 481:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.980300 7.774390 40.766956
31 2025-08-31 23.951707 8.999314 40.608140
32 2025-09-30 22.956295 5.486905 39.888822
33 2025-10-31 21.927702 4.736880 39.309205
34 2025-11-30 20.932290 5.316556 36.888158
Forecast for North America and Product 482:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.232253 11.674576 55.314604
31 2025-08-31 32.913890 11.322145 54.904135
32 2025-09-30 32.605796 11.627691 53.890314
33 2025-10-31 32.287433 10.870069 53.208873
34 2025-11-30 31.979339 10.710142 51.793158
14:06:36 - cmdstanpy - INFO - Chain [1] start processing 14:06:36 - cmdstanpy - INFO - Chain [1] done processing 14:06:36 - cmdstanpy - INFO - Chain [1] start processing 14:06:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 483:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.587473 1.434510 42.135815
31 2025-08-31 20.768284 0.542970 40.552418
32 2025-09-30 19.975520 -1.245438 40.125945
33 2025-10-31 19.156331 -2.239329 38.753325
34 2025-11-30 18.363568 -2.970609 40.208203
Forecast for North America and Product 484:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.307035 20.266252 56.015261
31 2025-08-31 38.280849 20.265149 56.174635
32 2025-09-30 38.255509 18.164608 55.796195
33 2025-10-31 38.229323 19.258588 57.220713
34 2025-11-30 38.203983 20.584001 57.446979
14:06:36 - cmdstanpy - INFO - Chain [1] start processing 14:06:36 - cmdstanpy - INFO - Chain [1] done processing 14:06:36 - cmdstanpy - INFO - Chain [1] start processing 14:06:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 485:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.456910 18.603376 60.626991
31 2025-08-31 39.435729 15.527735 62.586855
32 2025-09-30 39.415232 19.621924 61.144746
33 2025-10-31 39.394051 17.825651 62.112015
34 2025-11-30 39.373553 18.624462 61.182721
Forecast for North America and Product 486:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.789420 27.408040 61.863488
31 2025-08-31 45.074041 29.141961 62.290710
32 2025-09-30 45.349481 27.991055 62.799512
33 2025-10-31 45.634102 27.774349 62.373068
34 2025-11-30 45.909542 27.816434 63.085836
14:06:36 - cmdstanpy - INFO - Chain [1] start processing 14:06:36 - cmdstanpy - INFO - Chain [1] done processing 14:06:36 - cmdstanpy - INFO - Chain [1] start processing 14:06:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 487:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.112621 18.893276 58.025546
31 2025-08-31 36.909303 18.616958 55.505568
32 2025-09-30 36.712544 17.354974 54.853731
33 2025-10-31 36.509227 17.608614 54.515096
34 2025-11-30 36.312468 15.679524 55.440898
Forecast for North America and Product 488:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.029553 21.305687 61.754385
31 2025-08-31 41.860517 19.241758 59.502665
32 2025-09-30 41.696934 21.311617 62.126352
33 2025-10-31 41.527898 21.829333 62.628352
34 2025-11-30 41.364315 20.709763 61.526074
14:06:37 - cmdstanpy - INFO - Chain [1] start processing 14:06:37 - cmdstanpy - INFO - Chain [1] done processing 14:06:37 - cmdstanpy - INFO - Chain [1] start processing 14:06:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 489:
ds yhat yhat_lower yhat_upper
30 2025-07-31 11.894084 -12.167942 34.834189
31 2025-08-31 10.523049 -11.668881 32.765630
32 2025-09-30 9.196240 -13.047257 32.131024
33 2025-10-31 7.825205 -14.288947 32.117716
34 2025-11-30 6.498397 -16.149816 28.938640
Forecast for North America and Product 490:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.469791 -4.194663 42.749380
31 2025-08-31 18.485109 -6.829948 40.236702
32 2025-09-30 17.532190 -7.104569 41.479942
33 2025-10-31 16.547508 -8.413042 41.418763
34 2025-11-30 15.594589 -9.773446 39.971733
14:06:37 - cmdstanpy - INFO - Chain [1] start processing 14:06:37 - cmdstanpy - INFO - Chain [1] done processing 14:06:37 - cmdstanpy - INFO - Chain [1] start processing 14:06:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 491:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.636082 19.899728 57.503208
31 2025-08-31 37.690613 18.823601 56.167161
32 2025-09-30 37.743385 18.533845 57.442013
33 2025-10-31 37.797915 19.516485 57.576947
34 2025-11-30 37.850687 19.211190 56.179574
Forecast for North America and Product 492:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.941593 20.457320 56.550788
31 2025-08-31 37.731267 20.153118 55.714558
32 2025-09-30 37.527726 19.689361 55.080377
33 2025-10-31 37.317400 20.344951 54.900957
34 2025-11-30 37.113859 20.088067 53.972795
14:06:37 - cmdstanpy - INFO - Chain [1] start processing 14:06:37 - cmdstanpy - INFO - Chain [1] done processing 14:06:38 - cmdstanpy - INFO - Chain [1] start processing 14:06:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 493:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.117441 26.713984 64.134383
31 2025-08-31 46.566591 26.860809 64.331133
32 2025-09-30 47.001252 29.625371 66.852047
33 2025-10-31 47.450402 28.094561 65.445859
34 2025-11-30 47.885064 30.321643 66.814803
Forecast for North America and Product 494:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.281780 7.721056 51.075859
31 2025-08-31 28.642324 8.200787 48.600488
32 2025-09-30 28.023496 7.848865 49.091493
33 2025-10-31 27.384041 6.761636 48.802889
34 2025-11-30 26.765213 6.995950 47.492429
14:06:38 - cmdstanpy - INFO - Chain [1] start processing 14:06:38 - cmdstanpy - INFO - Chain [1] done processing 14:06:38 - cmdstanpy - INFO - Chain [1] start processing 14:06:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 495:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.947250 8.333334 46.610546
31 2025-08-31 27.585744 9.015394 46.481590
32 2025-09-30 27.235900 8.069510 46.248655
33 2025-10-31 26.874393 8.943577 45.219689
34 2025-11-30 26.524549 7.680429 45.981122
Forecast for North America and Product 496:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.552529 30.466519 66.617135
31 2025-08-31 50.555188 33.238991 68.285623
32 2025-09-30 51.525503 33.416300 70.561177
33 2025-10-31 52.528162 34.805236 70.787249
34 2025-11-30 53.498478 36.305573 72.444065
14:06:38 - cmdstanpy - INFO - Chain [1] start processing 14:06:38 - cmdstanpy - INFO - Chain [1] done processing 14:06:38 - cmdstanpy - INFO - Chain [1] start processing 14:06:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 497:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.891173 5.392082 38.484167
31 2025-08-31 20.864860 5.313036 37.248789
32 2025-09-30 19.871654 0.812145 35.547992
33 2025-10-31 18.845342 2.061421 34.663057
34 2025-11-30 17.852136 1.200200 34.904328
14:06:38 - cmdstanpy - INFO - Chain [1] start processing 14:06:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 498:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.284816 13.241408 54.631968
31 2025-08-31 33.742404 12.682256 55.304768
32 2025-09-30 33.217488 12.683103 53.230830
33 2025-10-31 32.675075 10.930395 53.621594
34 2025-11-30 32.150160 11.128703 53.259820
Forecast for North America and Product 499:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.772270 26.741196 63.151278
31 2025-08-31 46.323758 27.057376 64.502985
32 2025-09-30 46.857455 28.442676 65.703556
33 2025-10-31 47.408943 29.739459 67.853315
34 2025-11-30 47.942641 29.361222 67.314868
14:06:39 - cmdstanpy - INFO - Chain [1] start processing 14:06:39 - cmdstanpy - INFO - Chain [1] done processing 14:06:39 - cmdstanpy - INFO - Chain [1] start processing 14:06:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 500:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.426637 33.166495 78.334913
31 2025-08-31 57.193136 32.808602 79.439695
32 2025-09-30 57.934909 34.200695 79.920740
33 2025-10-31 58.701408 33.805216 81.073214
34 2025-11-30 59.443181 35.747489 82.246206
Forecast for North America and Product 501:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.351412 15.722776 56.596836
31 2025-08-31 36.113968 16.798862 55.192349
32 2025-09-30 35.884183 15.054681 56.509917
33 2025-10-31 35.646738 15.066301 56.313991
34 2025-11-30 35.416953 15.579086 55.768836
14:06:39 - cmdstanpy - INFO - Chain [1] start processing 14:06:39 - cmdstanpy - INFO - Chain [1] done processing 14:06:39 - cmdstanpy - INFO - Chain [1] start processing 14:06:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 502:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.215117 22.543746 51.667275
31 2025-08-31 37.117218 23.671506 50.910126
32 2025-09-30 37.022478 22.379218 52.053614
33 2025-10-31 36.924580 22.775029 50.629290
34 2025-11-30 36.829840 21.649521 51.813876
Forecast for North America and Product 503:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.545563 15.834095 53.290920
31 2025-08-31 34.510129 16.157124 55.220738
32 2025-09-30 34.475838 13.703870 53.073726
33 2025-10-31 34.440404 13.186467 53.144466
34 2025-11-30 34.406113 14.312345 51.664160
14:06:39 - cmdstanpy - INFO - Chain [1] start processing 14:06:39 - cmdstanpy - INFO - Chain [1] done processing 14:06:39 - cmdstanpy - INFO - Chain [1] start processing 14:06:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 504:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.989195 16.179141 58.508001
31 2025-08-31 37.148682 17.474665 57.198422
32 2025-09-30 37.303025 17.584656 57.442204
33 2025-10-31 37.462513 16.992347 58.372048
34 2025-11-30 37.616856 16.779009 57.843648
Forecast for North America and Product 505:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.569995 18.911377 43.486084
31 2025-08-31 31.518919 19.114006 43.966341
32 2025-09-30 31.469492 19.742560 43.407072
33 2025-10-31 31.418416 20.129520 43.540422
34 2025-11-30 31.368988 19.310359 44.079171
14:06:40 - cmdstanpy - INFO - Chain [1] start processing 14:06:40 - cmdstanpy - INFO - Chain [1] done processing 14:06:40 - cmdstanpy - INFO - Chain [1] start processing 14:06:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 506:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.688474 18.992936 60.053525
31 2025-08-31 39.881376 19.255808 60.427766
32 2025-09-30 40.068054 17.910163 58.776551
33 2025-10-31 40.260956 20.049768 61.278916
34 2025-11-30 40.447635 19.257149 59.923376
Forecast for North America and Product 507:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.597914 17.192782 54.738560
31 2025-08-31 36.626845 16.179082 56.817299
32 2025-09-30 36.654844 16.591770 56.990946
33 2025-10-31 36.683776 18.596164 57.426156
34 2025-11-30 36.711774 17.481542 56.559598
14:06:40 - cmdstanpy - INFO - Chain [1] start processing 14:06:40 - cmdstanpy - INFO - Chain [1] done processing 14:06:40 - cmdstanpy - INFO - Chain [1] start processing 14:06:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 508:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.354587 17.737857 62.622099
31 2025-08-31 40.427670 20.276244 61.981898
32 2025-09-30 40.498396 17.835348 62.820126
33 2025-10-31 40.571479 17.417686 60.113208
34 2025-11-30 40.642205 18.049282 63.660410
Forecast for North America and Product 509:
ds yhat yhat_lower yhat_upper
30 2025-07-31 62.303102 40.442150 84.104058
31 2025-08-31 63.563790 41.205723 85.241199
32 2025-09-30 64.783811 43.116950 86.629213
33 2025-10-31 66.044499 43.803681 85.834876
34 2025-11-30 67.264520 45.507858 89.157489
14:06:40 - cmdstanpy - INFO - Chain [1] start processing 14:06:40 - cmdstanpy - INFO - Chain [1] done processing 14:06:41 - cmdstanpy - INFO - Chain [1] start processing 14:06:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 510:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.708284 35.541371 72.511912
31 2025-08-31 54.281976 34.982752 74.286701
32 2025-09-30 54.837161 37.025772 75.206743
33 2025-10-31 55.410853 37.300154 76.109087
34 2025-11-30 55.966039 37.752611 74.678666
Forecast for North America and Product 511:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.014664 23.692037 56.031546
31 2025-08-31 39.795790 22.912406 56.345093
32 2025-09-30 39.583975 23.028592 56.941032
33 2025-10-31 39.365101 21.880358 56.072262
34 2025-11-30 39.153287 23.625821 55.145643
14:06:41 - cmdstanpy - INFO - Chain [1] start processing 14:06:41 - cmdstanpy - INFO - Chain [1] done processing 14:06:41 - cmdstanpy - INFO - Chain [1] start processing 14:06:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 512:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.876958 24.677406 60.991647
31 2025-08-31 42.725639 23.071317 59.844586
32 2025-09-30 42.579202 24.242186 60.941287
33 2025-10-31 42.427883 23.225053 61.581235
34 2025-11-30 42.281445 23.620626 62.323937
Forecast for North America and Product 513:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.452352 14.333098 50.613518
31 2025-08-31 33.110647 13.630592 52.592503
32 2025-09-30 32.779965 14.158626 52.979567
33 2025-10-31 32.438260 14.880385 51.683361
34 2025-11-30 32.107578 11.293415 50.994670
14:06:41 - cmdstanpy - INFO - Chain [1] start processing 14:06:41 - cmdstanpy - INFO - Chain [1] done processing 14:06:41 - cmdstanpy - INFO - Chain [1] start processing 14:06:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 514:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.806164 26.082038 60.528868
31 2025-08-31 44.040612 26.716960 62.167769
32 2025-09-30 44.267497 26.945365 62.217862
33 2025-10-31 44.501945 28.131737 61.777653
34 2025-11-30 44.728830 27.831204 62.074459
Forecast for North America and Product 515:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.831348 5.594652 33.364851
31 2025-08-31 18.703935 3.994380 31.487845
32 2025-09-30 17.612889 4.091138 31.046886
33 2025-10-31 16.485476 2.625617 30.825013
34 2025-11-30 15.394430 1.373198 28.967700
14:06:41 - cmdstanpy - INFO - Chain [1] start processing 14:06:41 - cmdstanpy - INFO - Chain [1] done processing 14:06:42 - cmdstanpy - INFO - Chain [1] start processing 14:06:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 516:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.735015 37.869691 80.407392
31 2025-08-31 60.746290 39.575876 81.874569
32 2025-09-30 61.724944 40.722667 80.671586
33 2025-10-31 62.736220 43.013582 82.088218
34 2025-11-30 63.714874 43.847324 84.547912
Forecast for North America and Product 517:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.474128 28.384205 75.630924
31 2025-08-31 52.943930 28.275873 78.523456
32 2025-09-30 53.398577 29.997990 75.674073
33 2025-10-31 53.868380 30.277195 76.725323
34 2025-11-30 54.323027 31.040203 77.384813
14:06:42 - cmdstanpy - INFO - Chain [1] start processing 14:06:42 - cmdstanpy - INFO - Chain [1] done processing 14:06:42 - cmdstanpy - INFO - Chain [1] start processing 14:06:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 518:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.455507 17.932493 72.734150
31 2025-08-31 44.526821 18.223594 70.566907
32 2025-09-30 44.595834 17.415305 71.011256
33 2025-10-31 44.667148 16.781085 71.455481
34 2025-11-30 44.736161 17.673668 72.172232
Forecast for North America and Product 519:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.525916 23.469686 67.938841
31 2025-08-31 45.503016 21.651981 66.980668
32 2025-09-30 45.480854 22.158271 68.180194
33 2025-10-31 45.457954 23.113119 68.714255
34 2025-11-30 45.435792 25.116025 69.004262
14:06:42 - cmdstanpy - INFO - Chain [1] start processing 14:06:42 - cmdstanpy - INFO - Chain [1] done processing 14:06:42 - cmdstanpy - INFO - Chain [1] start processing 14:06:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 520:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.977586 19.906263 64.139457
31 2025-08-31 41.897338 20.205102 62.909822
32 2025-09-30 41.819678 21.038660 62.662675
33 2025-10-31 41.739430 20.391957 61.486382
34 2025-11-30 41.661771 19.201139 63.673145
Forecast for North America and Product 521:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.610371 27.699516 71.525327
31 2025-08-31 50.095466 27.898695 71.586451
32 2025-09-30 50.564913 29.148400 72.641510
33 2025-10-31 51.050008 29.154836 70.505925
34 2025-11-30 51.519455 29.226856 72.010259
14:06:42 - cmdstanpy - INFO - Chain [1] start processing 14:06:42 - cmdstanpy - INFO - Chain [1] done processing 14:06:43 - cmdstanpy - INFO - Chain [1] start processing 14:06:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 522:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.005995 28.422418 66.810516
31 2025-08-31 48.255804 28.591603 68.669352
32 2025-09-30 48.497555 29.270025 66.049656
33 2025-10-31 48.747364 30.389470 68.391007
34 2025-11-30 48.989115 28.474785 67.513062
Forecast for North America and Product 523:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.352902 9.733633 39.448566
31 2025-08-31 23.288907 8.895641 37.558751
32 2025-09-30 22.259234 8.535872 38.274018
33 2025-10-31 21.195239 5.944002 36.153157
34 2025-11-30 20.165566 4.513697 36.149563
14:06:43 - cmdstanpy - INFO - Chain [1] start processing 14:06:43 - cmdstanpy - INFO - Chain [1] done processing 14:06:43 - cmdstanpy - INFO - Chain [1] start processing 14:06:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 524:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.380430 8.976344 56.263630
31 2025-08-31 30.712965 8.311132 55.106961
32 2025-09-30 30.067031 7.001406 51.870071
33 2025-10-31 29.399566 5.340453 52.401302
34 2025-11-30 28.753633 6.070354 52.354135
Forecast for North America and Product 525:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.153453 26.212770 59.662071
31 2025-08-31 43.005657 25.909782 59.426149
32 2025-09-30 42.862628 27.871610 58.045084
33 2025-10-31 42.714832 27.422671 58.708919
34 2025-11-30 42.571804 26.752800 58.765907
14:06:43 - cmdstanpy - INFO - Chain [1] start processing 14:06:43 - cmdstanpy - INFO - Chain [1] done processing 14:06:43 - cmdstanpy - INFO - Chain [1] start processing 14:06:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 526:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.463117 19.593379 45.726192
31 2025-08-31 32.172265 19.661625 44.951136
32 2025-09-30 31.890796 18.547903 44.942661
33 2025-10-31 31.599945 18.960115 43.948835
34 2025-11-30 31.318476 18.997147 43.312831
Forecast for North America and Product 527:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.205720 19.491319 54.269328
31 2025-08-31 37.160476 19.454108 53.601819
32 2025-09-30 37.116690 19.500810 54.659353
33 2025-10-31 37.071446 18.677982 53.592963
34 2025-11-30 37.027660 18.974067 53.934071
14:06:43 - cmdstanpy - INFO - Chain [1] start processing 14:06:43 - cmdstanpy - INFO - Chain [1] done processing 14:06:44 - cmdstanpy - INFO - Chain [1] start processing 14:06:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 528:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.990807 -2.840591 41.960819
31 2025-08-31 19.186362 -3.997576 40.462517
32 2025-09-30 18.407866 -2.109427 39.584437
33 2025-10-31 17.603421 -4.076513 39.549208
34 2025-11-30 16.824926 -6.849246 39.184176
Forecast for North America and Product 529:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.606666 17.540477 58.096661
31 2025-08-31 38.445090 19.339865 58.270112
32 2025-09-30 38.288726 19.449833 58.228233
33 2025-10-31 38.127150 17.359925 55.764883
34 2025-11-30 37.970786 19.006538 57.679225
14:06:44 - cmdstanpy - INFO - Chain [1] start processing 14:06:44 - cmdstanpy - INFO - Chain [1] done processing 14:06:44 - cmdstanpy - INFO - Chain [1] start processing 14:06:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 530:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.869658 15.468338 53.875937
31 2025-08-31 33.512064 15.610081 53.193838
32 2025-09-30 33.166005 12.570611 51.667063
33 2025-10-31 32.808410 15.243597 51.754431
34 2025-11-30 32.462351 14.454322 50.490359
Forecast for North America and Product 531:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.456783 8.964334 48.455988
31 2025-08-31 28.960881 7.558800 47.868911
32 2025-09-30 28.480976 9.041840 49.769033
33 2025-10-31 27.985075 7.104705 49.276761
34 2025-11-30 27.505170 6.311349 48.061738
14:06:44 - cmdstanpy - INFO - Chain [1] start processing 14:06:44 - cmdstanpy - INFO - Chain [1] done processing 14:06:44 - cmdstanpy - INFO - Chain [1] start processing 14:06:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 532:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.739196 14.144781 48.045127
31 2025-08-31 30.370684 15.156309 46.845832
32 2025-09-30 30.014059 13.767362 47.181716
33 2025-10-31 29.645546 13.835413 45.246382
34 2025-11-30 29.288921 12.679334 44.993629
Forecast for North America and Product 533:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.079448 16.955976 55.338932
31 2025-08-31 35.977320 16.284320 54.707425
32 2025-09-30 35.878485 15.272721 54.302051
33 2025-10-31 35.776357 16.526210 54.957522
34 2025-11-30 35.677523 14.375011 56.040803
14:06:45 - cmdstanpy - INFO - Chain [1] start processing 14:06:45 - cmdstanpy - INFO - Chain [1] done processing 14:06:45 - cmdstanpy - INFO - Chain [1] start processing 14:06:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 534:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.564460 18.616922 53.811961
31 2025-08-31 35.318935 18.661242 52.732754
32 2025-09-30 35.081330 18.245593 53.705162
33 2025-10-31 34.835805 16.915103 52.986607
34 2025-11-30 34.598200 16.749460 52.813561
Forecast for North America and Product 535:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.850226 21.051067 63.481076
31 2025-08-31 41.731547 20.085854 63.001378
32 2025-09-30 41.616696 20.556202 63.312596
33 2025-10-31 41.498017 19.040147 64.620546
34 2025-11-30 41.383167 21.207355 63.913679
14:06:45 - cmdstanpy - INFO - Chain [1] start processing 14:06:45 - cmdstanpy - INFO - Chain [1] done processing 14:06:45 - cmdstanpy - INFO - Chain [1] start processing 14:06:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 536:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.324801 9.621618 55.458620
31 2025-08-31 31.750932 9.052987 54.510389
32 2025-09-30 31.195574 9.657200 52.286869
33 2025-10-31 30.621704 9.066488 52.885072
34 2025-11-30 30.066346 7.849706 53.339961
Forecast for North America and Product 537:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.841148 21.379301 64.794912
31 2025-08-31 42.179158 19.480572 63.605260
32 2025-09-30 42.506264 20.453297 64.669539
33 2025-10-31 42.844274 21.786019 64.633718
34 2025-11-30 43.171381 21.078139 63.708254
14:06:45 - cmdstanpy - INFO - Chain [1] start processing 14:06:45 - cmdstanpy - INFO - Chain [1] done processing 14:06:45 - cmdstanpy - INFO - Chain [1] start processing 14:06:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 538:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.494189 21.677426 60.026217
31 2025-08-31 39.315495 20.141210 56.372932
32 2025-09-30 39.142566 20.693763 58.745246
33 2025-10-31 38.963872 20.133159 56.904607
34 2025-11-30 38.790943 19.602087 57.418736
Forecast for North America and Product 539:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.051755 27.404833 58.624027
31 2025-08-31 43.103609 28.287490 58.636761
32 2025-09-30 43.153789 27.923173 58.793735
33 2025-10-31 43.205642 27.894118 59.283522
34 2025-11-30 43.255823 27.688442 58.809892
14:06:46 - cmdstanpy - INFO - Chain [1] start processing 14:06:46 - cmdstanpy - INFO - Chain [1] done processing 14:06:46 - cmdstanpy - INFO - Chain [1] start processing 14:06:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 540:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.724969 25.483902 61.132565
31 2025-08-31 43.962018 26.075570 62.133087
32 2025-09-30 44.191420 26.504715 63.133258
33 2025-10-31 44.428469 26.264186 62.680719
34 2025-11-30 44.657871 27.539367 63.078665
Forecast for North America and Product 541:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.485997 18.631034 46.854223
31 2025-08-31 31.740766 17.546797 46.451777
32 2025-09-30 31.019575 16.899111 45.925223
33 2025-10-31 30.274344 16.755556 45.109102
34 2025-11-30 29.553152 16.161590 44.255073
14:06:46 - cmdstanpy - INFO - Chain [1] start processing 14:06:46 - cmdstanpy - INFO - Chain [1] done processing 14:06:46 - cmdstanpy - INFO - Chain [1] start processing 14:06:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 542:
ds yhat yhat_lower yhat_upper
30 2025-07-31 61.812083 46.829909 76.823333
31 2025-08-31 63.041221 47.832518 79.218408
32 2025-09-30 64.230709 50.257930 79.052790
33 2025-10-31 65.459846 50.070665 80.634428
34 2025-11-30 66.649334 51.866308 82.548401
Forecast for North America and Product 543:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.459491 42.947783 79.008269
31 2025-08-31 61.504913 45.363921 78.625788
32 2025-09-30 62.516611 44.740633 79.092486
33 2025-10-31 63.562032 46.661074 81.103286
34 2025-11-30 64.573730 47.359427 82.964228
14:06:46 - cmdstanpy - INFO - Chain [1] start processing 14:06:46 - cmdstanpy - INFO - Chain [1] done processing 14:06:46 - cmdstanpy - INFO - Chain [1] start processing 14:06:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 544:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.561988 15.756849 49.859219
31 2025-08-31 33.036494 14.278935 50.194026
32 2025-09-30 32.527952 15.112953 50.404250
33 2025-10-31 32.002458 14.339767 51.061542
34 2025-11-30 31.493916 14.003773 48.304756
Forecast for North America and Product 545:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.634886 7.665750 50.094472
31 2025-08-31 27.935492 4.485751 48.163121
32 2025-09-30 27.258658 5.142901 47.190177
33 2025-10-31 26.559264 4.618229 46.883613
34 2025-11-30 25.882430 4.535676 47.755954
14:06:47 - cmdstanpy - INFO - Chain [1] start processing 14:06:47 - cmdstanpy - INFO - Chain [1] done processing 14:06:47 - cmdstanpy - INFO - Chain [1] start processing 14:06:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 546:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.689198 25.271493 63.556513
31 2025-08-31 44.721450 24.769210 65.487241
32 2025-09-30 44.752661 25.303084 65.627050
33 2025-10-31 44.784913 25.600607 64.476345
34 2025-11-30 44.816125 24.856328 63.598108
Forecast for North America and Product 547:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.209664 7.781819 46.325205
31 2025-08-31 25.519946 4.382762 45.680792
32 2025-09-30 24.852476 5.523185 44.020611
33 2025-10-31 24.162758 4.143550 44.355587
34 2025-11-30 23.495289 3.753576 44.683382
14:06:47 - cmdstanpy - INFO - Chain [1] start processing 14:06:47 - cmdstanpy - INFO - Chain [1] done processing 14:06:47 - cmdstanpy - INFO - Chain [1] start processing 14:06:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 548:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.802938 34.989591 71.572242
31 2025-08-31 54.677686 37.405498 72.831826
32 2025-09-30 55.524216 38.336376 73.677195
33 2025-10-31 56.398964 38.191407 73.926016
34 2025-11-30 57.245494 39.807152 75.339533
Forecast for North America and Product 549:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.247247 28.543598 67.880764
31 2025-08-31 47.144531 27.432336 67.730496
32 2025-09-30 47.045128 25.399480 66.368336
33 2025-10-31 46.942412 26.841235 67.211379
34 2025-11-30 46.843009 27.213132 67.984862
14:06:47 - cmdstanpy - INFO - Chain [1] start processing 14:06:47 - cmdstanpy - INFO - Chain [1] done processing 14:06:48 - cmdstanpy - INFO - Chain [1] start processing 14:06:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 550:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.299368 34.689599 69.303433
31 2025-08-31 52.665082 34.715321 69.586063
32 2025-09-30 53.018997 35.299107 72.417126
33 2025-10-31 53.384711 36.942911 70.568011
34 2025-11-30 53.738626 36.501582 72.255254
Forecast for North America and Product 551:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.320977 7.382162 47.810769
31 2025-08-31 27.463148 6.881437 47.699746
32 2025-09-30 26.632992 5.774036 46.551891
33 2025-10-31 25.775164 3.989631 46.505884
34 2025-11-30 24.945008 3.734210 44.499177
14:06:48 - cmdstanpy - INFO - Chain [1] start processing 14:06:48 - cmdstanpy - INFO - Chain [1] done processing 14:06:48 - cmdstanpy - INFO - Chain [1] start processing 14:06:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 552:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.728073 12.061679 49.355524
31 2025-08-31 30.122105 13.085138 48.158052
32 2025-09-30 29.535686 11.432669 48.111519
33 2025-10-31 28.929718 9.664180 47.638331
34 2025-11-30 28.343298 8.794338 47.371221
Forecast for North America and Product 553:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.241291 27.982596 67.721248
31 2025-08-31 48.575279 28.752262 69.580571
32 2025-09-30 48.898494 27.238358 68.373600
33 2025-10-31 49.232483 30.379058 70.709376
34 2025-11-30 49.555698 28.884850 69.480853
14:06:48 - cmdstanpy - INFO - Chain [1] start processing 14:06:48 - cmdstanpy - INFO - Chain [1] done processing 14:06:48 - cmdstanpy - INFO - Chain [1] start processing 14:06:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 554:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.671536 8.691366 42.657816
31 2025-08-31 25.934129 8.579355 42.532966
32 2025-09-30 25.220509 8.324443 42.720185
33 2025-10-31 24.483101 7.037242 43.210127
34 2025-11-30 23.769481 7.999023 41.914605
Forecast for North America and Product 555:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.190796 23.790028 60.065565
31 2025-08-31 42.343051 25.062342 60.833342
32 2025-09-30 42.490394 24.687753 59.803178
33 2025-10-31 42.642649 26.894616 61.099077
34 2025-11-30 42.789993 24.877353 59.298013
14:06:49 - cmdstanpy - INFO - Chain [1] start processing 14:06:49 - cmdstanpy - INFO - Chain [1] done processing 14:06:49 - cmdstanpy - INFO - Chain [1] start processing 14:06:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 556:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.590196 22.265170 56.853452
31 2025-08-31 39.391115 21.895886 56.037755
32 2025-09-30 39.198456 22.638075 56.432602
33 2025-10-31 38.999374 22.019843 56.730450
34 2025-11-30 38.806715 21.579334 55.866610
Forecast for North America and Product 557:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.297938 11.922716 50.322962
31 2025-08-31 30.951902 11.074873 49.080651
32 2025-09-30 30.617029 12.160953 50.792801
33 2025-10-31 30.270993 10.852942 50.323586
34 2025-11-30 29.936120 9.993210 50.274180
14:06:49 - cmdstanpy - INFO - Chain [1] start processing 14:06:49 - cmdstanpy - INFO - Chain [1] done processing 14:06:49 - cmdstanpy - INFO - Chain [1] start processing 14:06:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 558:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.861309 24.714760 68.802999
31 2025-08-31 46.104590 23.995119 68.279665
32 2025-09-30 46.340023 24.666166 68.188680
33 2025-10-31 46.583304 24.342774 68.846167
34 2025-11-30 46.818737 23.926498 68.574391
Forecast for North America and Product 559:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.459861 20.096700 62.823771
31 2025-08-31 41.753632 20.965430 63.777870
32 2025-09-30 42.037926 19.613161 63.788401
33 2025-10-31 42.331697 20.546846 64.951991
34 2025-11-30 42.615992 21.820882 63.266564
14:06:49 - cmdstanpy - INFO - Chain [1] start processing 14:06:49 - cmdstanpy - INFO - Chain [1] done processing 14:06:49 - cmdstanpy - INFO - Chain [1] start processing 14:06:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 560:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.267890 20.227177 52.113588
31 2025-08-31 36.238085 19.761925 51.109055
32 2025-09-30 36.209242 19.521420 52.961126
33 2025-10-31 36.179437 19.485695 51.739408
34 2025-11-30 36.150593 20.386927 52.427284
Forecast for North America and Product 561:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.756847 19.724657 49.475117
31 2025-08-31 34.837132 20.046653 49.840363
32 2025-09-30 34.914826 20.665144 49.585653
33 2025-10-31 34.995111 19.410898 50.589338
34 2025-11-30 35.072806 20.867220 50.715701
14:06:50 - cmdstanpy - INFO - Chain [1] start processing 14:06:50 - cmdstanpy - INFO - Chain [1] done processing 14:06:50 - cmdstanpy - INFO - Chain [1] start processing 14:06:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 562:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.308336 30.216908 64.307219
31 2025-08-31 48.874865 31.035337 67.288633
32 2025-09-30 49.423119 32.608883 65.467261
33 2025-10-31 49.989648 33.331036 67.260355
34 2025-11-30 50.537901 33.615012 69.132428
Forecast for North America and Product 563:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.502719 15.551191 47.270552
31 2025-08-31 31.208615 15.580117 47.894936
32 2025-09-30 30.923999 14.523635 47.379754
33 2025-10-31 30.629895 13.890046 46.814317
34 2025-11-30 30.345278 14.795559 46.569773
14:06:50 - cmdstanpy - INFO - Chain [1] start processing 14:06:50 - cmdstanpy - INFO - Chain [1] done processing 14:06:50 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 564:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.061746 22.522281 54.784339
31 2025-08-31 38.806540 23.894888 55.194829
32 2025-09-30 38.559566 21.558382 54.035515
33 2025-10-31 38.304360 21.747630 55.066946
34 2025-11-30 38.057387 22.107454 54.949890
14:06:51 - cmdstanpy - INFO - Chain [1] done processing 14:06:51 - cmdstanpy - INFO - Chain [1] start processing 14:06:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 565:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.243866 31.433527 72.270289
31 2025-08-31 52.904955 30.943797 72.996408
32 2025-09-30 53.544718 30.979572 75.926727
33 2025-10-31 54.205807 33.895551 76.416952
34 2025-11-30 54.845570 34.303977 76.736402
14:06:51 - cmdstanpy - INFO - Chain [1] start processing 14:06:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 566:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.133800 25.155778 66.448510
31 2025-08-31 45.497803 23.770452 66.647186
32 2025-09-30 45.850064 25.024923 66.553244
33 2025-10-31 46.214067 24.614615 68.529521
34 2025-11-30 46.566328 25.700567 67.681552
14:06:51 - cmdstanpy - INFO - Chain [1] start processing 14:06:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 567:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.162002 25.855213 69.387628
31 2025-08-31 47.494822 25.155386 68.691407
32 2025-09-30 47.816906 25.652604 70.286107
33 2025-10-31 48.149726 26.179466 71.171246
34 2025-11-30 48.471809 26.623517 70.943591
Forecast for North America and Product 568:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.773214 24.654217 60.134839
31 2025-08-31 42.796175 25.774044 60.239312
32 2025-09-30 42.818395 25.349421 59.218311
33 2025-10-31 42.841356 25.682293 59.933067
34 2025-11-30 42.863576 24.699190 58.602070
14:06:51 - cmdstanpy - INFO - Chain [1] start processing 14:06:51 - cmdstanpy - INFO - Chain [1] done processing 14:06:52 - cmdstanpy - INFO - Chain [1] start processing 14:06:52 - cmdstanpy - INFO - Chain [1] done processing 14:06:52 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 570:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.225131 14.169468 52.418918
31 2025-08-31 32.715298 12.190094 52.823903
32 2025-09-30 32.221910 13.311815 51.464468
33 2025-10-31 31.712077 13.123728 49.790622
34 2025-11-30 31.218690 11.937777 50.034348
14:06:52 - cmdstanpy - INFO - Chain [1] done processing 14:06:52 - cmdstanpy - INFO - Chain [1] start processing 14:06:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 571:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.885438 16.773354 62.777662
31 2025-08-31 39.862039 16.756965 62.056418
32 2025-09-30 39.839394 15.801697 61.864919
33 2025-10-31 39.815995 17.564918 63.144854
34 2025-11-30 39.793351 17.246798 62.896847
Forecast for North America and Product 572:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.190175 19.749334 56.619566
31 2025-08-31 38.289450 19.323338 56.359018
32 2025-09-30 38.385523 18.962178 56.173963
33 2025-10-31 38.484798 18.914543 57.275420
34 2025-11-30 38.580871 21.629730 57.578762
14:06:52 - cmdstanpy - INFO - Chain [1] start processing 14:06:52 - cmdstanpy - INFO - Chain [1] done processing 14:06:52 - cmdstanpy - INFO - Chain [1] start processing 14:06:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 573:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.475172 15.632667 56.204192
31 2025-08-31 36.079032 15.889092 57.770911
32 2025-09-30 35.695671 15.836229 56.604471
33 2025-10-31 35.299531 16.585898 55.894991
34 2025-11-30 34.916169 15.587467 54.437505
14:06:53 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 574:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.332564 26.976199 67.202139
31 2025-08-31 46.529543 27.947710 66.432469
32 2025-09-30 46.720167 28.460194 64.011656
33 2025-10-31 46.917146 28.624090 66.903143
34 2025-11-30 47.107770 28.644760 66.405669
14:06:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 575:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.944511 28.540913 71.842831
31 2025-08-31 51.697733 31.055271 71.730401
32 2025-09-30 52.426657 30.940540 73.240874
33 2025-10-31 53.179879 32.291084 74.437987
34 2025-11-30 53.908803 34.736531 74.499955
14:15:27 - cmdstanpy - INFO - Chain [1] start processing 14:15:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 576:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.232892 14.070441 58.726081
31 2025-08-31 37.015172 16.359404 58.490897
32 2025-09-30 36.804475 14.697603 57.181938
33 2025-10-31 36.586754 13.084110 59.568533
34 2025-11-30 36.376057 13.084745 58.633559
14:15:29 - cmdstanpy - INFO - Chain [1] start processing 14:15:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 577:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.016004 16.658515 49.396775
31 2025-08-31 32.688583 16.971684 50.106790
32 2025-09-30 32.371724 15.345685 48.173439
33 2025-10-31 32.044303 15.072233 47.998883
34 2025-11-30 31.727444 15.826279 48.015063
14:15:30 - cmdstanpy - INFO - Chain [1] start processing 14:15:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 578:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.937779 33.671226 70.631247
31 2025-08-31 52.544516 33.778080 71.510543
32 2025-09-30 53.131681 34.437178 72.217587
33 2025-10-31 53.738418 34.934586 71.121836
34 2025-11-30 54.325582 35.998322 73.244006
14:15:31 - cmdstanpy - INFO - Chain [1] start processing 14:15:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 579:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.945016 4.187539 46.826963
31 2025-08-31 25.036587 3.900671 44.868086
32 2025-09-30 24.157463 3.788302 47.196441
33 2025-10-31 23.249034 3.113851 45.401687
34 2025-11-30 22.369910 1.762171 42.403984
14:15:32 - cmdstanpy - INFO - Chain [1] start processing 14:15:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 580:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.958017 29.858657 55.356835
31 2025-08-31 43.032786 29.839068 55.658117
32 2025-09-30 43.105143 29.707225 56.123598
33 2025-10-31 43.179912 29.798230 55.770271
34 2025-11-30 43.252269 30.083302 56.561503
14:15:33 - cmdstanpy - INFO - Chain [1] start processing 14:15:33 - cmdstanpy - INFO - Chain [1] done processing 14:15:34 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 581:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.366297 1.998705 42.076853
31 2025-08-31 21.575270 1.126425 40.969551
32 2025-09-30 20.809761 -0.708636 41.750230
33 2025-10-31 20.018734 0.169560 40.006494
34 2025-11-30 19.253224 -1.445763 39.519441
14:15:34 - cmdstanpy - INFO - Chain [1] done processing 14:15:34 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 582:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.517456 11.237406 56.496548
31 2025-08-31 33.375432 10.075196 56.583258
32 2025-09-30 33.237989 9.682366 55.911006
33 2025-10-31 33.095965 10.310605 54.696604
34 2025-11-30 32.958522 9.499450 55.733994
14:15:34 - cmdstanpy - INFO - Chain [1] done processing 14:15:35 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 583:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.044500 13.012690 48.089759
31 2025-08-31 29.675987 13.793985 46.588555
32 2025-09-30 29.319361 13.018917 44.646476
33 2025-10-31 28.950848 12.816771 45.336266
34 2025-11-30 28.594222 12.517164 44.178250
14:15:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 584:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.807472 8.705507 48.074706
31 2025-08-31 26.976851 8.024847 46.795211
32 2025-09-30 26.173025 6.380286 45.362786
33 2025-10-31 25.342404 6.969071 43.694363
34 2025-11-30 24.538577 4.209411 43.855215
14:15:35 - cmdstanpy - INFO - Chain [1] start processing 14:15:35 - cmdstanpy - INFO - Chain [1] done processing 14:15:35 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 585:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.703807 17.668887 63.763339
31 2025-08-31 40.759082 18.833981 62.559866
32 2025-09-30 40.812574 19.043923 63.244790
33 2025-10-31 40.867849 17.492239 63.642059
34 2025-11-30 40.921341 16.506445 63.192243
14:15:36 - cmdstanpy - INFO - Chain [1] done processing 14:15:36 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 586:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.722192 31.820866 64.846467
31 2025-08-31 49.317991 31.927262 65.956060
32 2025-09-30 49.894571 32.585133 66.455855
33 2025-10-31 50.490369 32.955372 67.262383
34 2025-11-30 51.066949 33.342675 68.074527
14:15:36 - cmdstanpy - INFO - Chain [1] done processing 14:15:36 - cmdstanpy - INFO - Chain [1] start processing 14:15:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 587:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.070715 25.261350 59.417765
31 2025-08-31 42.205490 24.660052 58.827634
32 2025-09-30 42.335918 24.515846 59.678588
33 2025-10-31 42.470693 25.649094 60.501051
34 2025-11-30 42.601121 24.533665 59.626586
14:15:36 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 588:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.862741 24.749271 69.185242
31 2025-08-31 48.071093 26.824717 69.808774
32 2025-09-30 48.272724 27.243178 71.592628
33 2025-10-31 48.481077 25.259977 70.121334
34 2025-11-30 48.682708 27.766800 69.764254
14:15:37 - cmdstanpy - INFO - Chain [1] done processing 14:15:37 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 589:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.384006 3.199668 36.855689
31 2025-08-31 19.400427 1.143034 38.040161
32 2025-09-30 18.448577 -0.459283 37.038199
33 2025-10-31 17.464998 -1.575943 36.467652
34 2025-11-30 16.513147 -1.376766 34.901585
14:15:37 - cmdstanpy - INFO - Chain [1] done processing 14:15:37 - cmdstanpy - INFO - Chain [1] start processing 14:15:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 590:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.557527 8.224411 62.615267
31 2025-08-31 36.116475 10.684982 62.829509
32 2025-09-30 35.689651 7.262771 61.781574
33 2025-10-31 35.248600 9.175475 61.942101
34 2025-11-30 34.821776 8.623985 59.646649
14:15:37 - cmdstanpy - INFO - Chain [1] start processing 14:15:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 591:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.029081 11.232240 55.624006
31 2025-08-31 32.588212 11.011643 54.224015
32 2025-09-30 32.161566 12.273294 54.471101
33 2025-10-31 31.720697 10.118846 54.189515
34 2025-11-30 31.294050 8.576222 52.456271
14:15:38 - cmdstanpy - INFO - Chain [1] start processing 14:15:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 592:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.467953 13.407319 44.116905
31 2025-08-31 27.756700 13.440752 42.176606
32 2025-09-30 27.068390 11.825128 41.682103
33 2025-10-31 26.357136 12.765973 41.742655
34 2025-11-30 25.668826 10.229073 39.844438
14:15:38 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 593:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.999421 22.793460 60.792570
31 2025-08-31 41.236206 21.524015 60.254692
32 2025-09-30 41.465354 22.376963 60.674243
33 2025-10-31 41.702139 23.197682 59.354746
34 2025-11-30 41.931286 24.071324 60.027372
14:15:38 - cmdstanpy - INFO - Chain [1] done processing 14:15:38 - cmdstanpy - INFO - Chain [1] start processing 14:15:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 594:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.719060 11.674197 55.796997
31 2025-08-31 33.226076 10.365829 54.552005
32 2025-09-30 32.748995 11.603279 54.284935
33 2025-10-31 32.256012 9.234046 53.042701
34 2025-11-30 31.778931 9.599364 54.289055
14:15:38 - cmdstanpy - INFO - Chain [1] start processing 14:15:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 595:
ds yhat yhat_lower yhat_upper
30 2025-07-31 64.937640 44.670017 85.916475
31 2025-08-31 66.346578 44.435058 86.561410
32 2025-09-30 67.710066 48.379001 89.921983
33 2025-10-31 69.119004 49.494328 90.181423
34 2025-11-30 70.482492 49.049064 91.469199
14:15:39 - cmdstanpy - INFO - Chain [1] start processing 14:15:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 596:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.020841 11.374947 49.001146
31 2025-08-31 30.735054 12.867198 49.529516
32 2025-09-30 30.458486 13.622944 49.393700
33 2025-10-31 30.172700 12.023577 48.523865
34 2025-11-30 29.896132 11.294418 48.852803
14:15:39 - cmdstanpy - INFO - Chain [1] start processing 14:15:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 597:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.783904 21.770586 53.423785
31 2025-08-31 37.774762 21.642744 53.269723
32 2025-09-30 37.765914 22.835180 52.029545
33 2025-10-31 37.756772 22.641295 52.420208
34 2025-11-30 37.747924 22.760789 53.041442
14:15:39 - cmdstanpy - INFO - Chain [1] start processing 14:15:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 598:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.582273 17.387188 66.525482
31 2025-08-31 42.648663 15.743577 66.567241
32 2025-09-30 42.712912 16.383619 68.517288
33 2025-10-31 42.779302 18.468443 67.896228
34 2025-11-30 42.843551 17.823337 67.569098
14:15:39 - cmdstanpy - INFO - Chain [1] start processing 14:15:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 599:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.955658 24.991516 54.666431
31 2025-08-31 38.856589 23.874876 53.709662
32 2025-09-30 38.760716 22.949325 53.506309
33 2025-10-31 38.661647 24.076255 54.394776
34 2025-11-30 38.565774 23.183071 53.149331
Forecast for North America and Product 600:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.943622 22.871365 53.941806
31 2025-08-31 37.877565 22.628503 53.484498
32 2025-09-30 37.813639 22.810281 54.982295
33 2025-10-31 37.747582 24.232923 52.346599
34 2025-11-30 37.683656 21.894756 53.109581
14:15:40 - cmdstanpy - INFO - Chain [1] start processing 14:15:40 - cmdstanpy - INFO - Chain [1] done processing 14:15:40 - cmdstanpy - INFO - Chain [1] start processing 14:15:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 601:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.183428 30.540490 65.638564
31 2025-08-31 48.609998 32.436578 66.162430
32 2025-09-30 49.022808 30.678054 66.608444
33 2025-10-31 49.449379 30.965170 67.485709
34 2025-11-30 49.862189 31.957128 66.081120
Forecast for North America and Product 602:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.114882 16.051598 55.043828
31 2025-08-31 34.822846 15.515858 53.477869
32 2025-09-30 34.540230 15.750417 55.153225
33 2025-10-31 34.248195 14.485703 54.795014
34 2025-11-30 33.965579 15.009597 52.406247
14:15:40 - cmdstanpy - INFO - Chain [1] start processing 14:15:40 - cmdstanpy - INFO - Chain [1] done processing 14:15:40 - cmdstanpy - INFO - Chain [1] start processing 14:15:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 603:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.911530 16.112260 54.922021
31 2025-08-31 36.993215 17.340947 56.595804
32 2025-09-30 37.072265 17.540170 55.190876
33 2025-10-31 37.153950 18.320814 56.298453
34 2025-11-30 37.233000 17.818530 56.263074
Forecast for North America and Product 604:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.709180 32.887455 70.327610
31 2025-08-31 52.504655 33.013088 71.329926
32 2025-09-30 53.274470 35.144023 72.130462
33 2025-10-31 54.069945 35.470937 72.566200
34 2025-11-30 54.839760 36.796728 72.664968
14:15:40 - cmdstanpy - INFO - Chain [1] start processing 14:15:41 - cmdstanpy - INFO - Chain [1] done processing 14:15:41 - cmdstanpy - INFO - Chain [1] start processing 14:15:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 605:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.151966 11.003593 52.558692
31 2025-08-31 31.810744 10.937389 51.859648
32 2025-09-30 31.480528 9.896554 50.474218
33 2025-10-31 31.139306 8.918481 52.340293
34 2025-11-30 30.809091 9.767312 51.409413
Forecast for North America and Product 606:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.433138 16.195507 59.387495
31 2025-08-31 37.349821 15.739117 61.402981
32 2025-09-30 37.269193 14.474897 60.810237
33 2025-10-31 37.185876 12.730207 59.937246
34 2025-11-30 37.105248 13.960567 60.135064
14:15:41 - cmdstanpy - INFO - Chain [1] start processing 14:15:41 - cmdstanpy - INFO - Chain [1] done processing 14:15:41 - cmdstanpy - INFO - Chain [1] start processing 14:15:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 607:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.831369 23.640737 62.180712
31 2025-08-31 43.064312 23.191344 61.090108
32 2025-09-30 43.289742 24.778422 62.620608
33 2025-10-31 43.522686 24.955265 62.987007
34 2025-11-30 43.748115 25.490338 61.658391
Forecast for North America and Product 608:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.102693 13.342078 50.839021
31 2025-08-31 31.525387 11.710134 52.355737
32 2025-09-30 30.966704 12.018248 49.397810
33 2025-10-31 30.389398 12.141912 48.947895
34 2025-11-30 29.830714 10.992304 48.488086
14:15:41 - cmdstanpy - INFO - Chain [1] start processing 14:15:41 - cmdstanpy - INFO - Chain [1] done processing 14:15:41 - cmdstanpy - INFO - Chain [1] start processing 14:15:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 609:
ds yhat yhat_lower yhat_upper
29 2025-07-31 16.630445 0.247800 33.686747
30 2025-08-31 15.652023 -1.858227 32.230590
31 2025-09-30 14.705163 -3.128382 30.877414
32 2025-10-31 13.726741 -3.335211 30.899608
33 2025-11-30 12.779881 -5.034231 30.844052
Forecast for North America and Product 610:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.895071 30.897003 65.112676
31 2025-08-31 48.406939 30.746417 64.260684
32 2025-09-30 48.902296 31.687790 64.262755
33 2025-10-31 49.414164 32.406768 64.224523
34 2025-11-30 49.909520 33.987909 67.209497
14:15:42 - cmdstanpy - INFO - Chain [1] start processing 14:15:42 - cmdstanpy - INFO - Chain [1] done processing 14:15:42 - cmdstanpy - INFO - Chain [1] start processing 14:15:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 611:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.352743 2.719873 43.923488
31 2025-08-31 22.323716 1.264107 43.219755
32 2025-09-30 21.327883 0.250575 42.892869
33 2025-10-31 20.298856 0.543896 42.039605
34 2025-11-30 19.303024 -0.380876 40.152065
Forecast for North America and Product 612:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.918451 0.306972 46.615881
31 2025-08-31 22.110601 -0.253957 44.455732
32 2025-09-30 21.328810 -0.848367 45.163970
33 2025-10-31 20.520959 -2.096321 43.042626
34 2025-11-30 19.739168 -3.593703 41.426788
14:15:42 - cmdstanpy - INFO - Chain [1] start processing 14:15:42 - cmdstanpy - INFO - Chain [1] done processing 14:15:42 - cmdstanpy - INFO - Chain [1] start processing 14:15:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 613:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.548056 42.727719 79.621581
31 2025-08-31 61.319147 43.915689 80.351329
32 2025-09-30 62.065364 43.017507 80.480494
33 2025-10-31 62.836455 43.803951 82.708229
34 2025-11-30 63.582672 43.730354 83.637864
Forecast for North America and Product 614:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.019282 23.292633 56.776715
31 2025-08-31 38.799297 22.324637 56.652008
32 2025-09-30 38.586409 20.947487 56.090799
33 2025-10-31 38.366424 20.764500 54.813715
34 2025-11-30 38.153536 20.678461 55.908267
14:15:42 - cmdstanpy - INFO - Chain [1] start processing 14:15:42 - cmdstanpy - INFO - Chain [1] done processing 14:15:42 - cmdstanpy - INFO - Chain [1] start processing 14:15:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 615:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.342487 -0.572223 43.024416
31 2025-08-31 20.405185 -0.144221 43.275498
32 2025-09-30 19.498118 -1.991698 40.515095
33 2025-10-31 18.560816 -4.654375 41.147743
34 2025-11-30 17.653750 -3.732918 39.209310
Forecast for North America and Product 616:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.276794 20.178022 59.312960
31 2025-08-31 39.396345 19.898878 59.709010
32 2025-09-30 39.512041 18.625342 59.195973
33 2025-10-31 39.631592 20.084389 59.064231
34 2025-11-30 39.747287 19.924977 59.392149
14:15:43 - cmdstanpy - INFO - Chain [1] start processing 14:15:43 - cmdstanpy - INFO - Chain [1] done processing 14:15:43 - cmdstanpy - INFO - Chain [1] start processing 14:15:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 617:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.170016 24.226261 57.605074
31 2025-08-31 41.193262 23.115604 57.405769
32 2025-09-30 41.215759 25.930915 59.054559
33 2025-10-31 41.239006 24.076349 56.905512
34 2025-11-30 41.261502 24.206692 58.039616
Forecast for North America and Product 618:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.857232 10.307584 47.118403
31 2025-08-31 27.222862 9.382314 45.460457
32 2025-09-30 26.608956 8.152369 45.614718
33 2025-10-31 25.974586 8.170615 44.385679
34 2025-11-30 25.360680 7.001474 43.020430
14:15:43 - cmdstanpy - INFO - Chain [1] start processing 14:15:43 - cmdstanpy - INFO - Chain [1] done processing 14:15:43 - cmdstanpy - INFO - Chain [1] start processing 14:15:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 619:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.015475 27.678610 68.838823
31 2025-08-31 49.481238 29.226528 68.754482
32 2025-09-30 49.931976 28.555100 70.316320
33 2025-10-31 50.397738 30.118291 71.597414
34 2025-11-30 50.848476 31.687753 70.690438
Forecast for North America and Product 620:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.629914 2.466838 46.162959
31 2025-08-31 22.894884 2.195789 43.461110
32 2025-09-30 22.183565 1.809153 43.481487
33 2025-10-31 21.448535 1.271720 42.209798
34 2025-11-30 20.737216 1.927171 41.496114
14:15:44 - cmdstanpy - INFO - Chain [1] start processing 14:15:44 - cmdstanpy - INFO - Chain [1] done processing 14:15:44 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 621:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.477625 11.515318 35.512728
31 2025-08-31 22.759094 10.174693 36.284636
32 2025-09-30 22.063741 9.540913 35.063911
33 2025-10-31 21.345209 8.997436 34.516365
34 2025-11-30 20.649857 7.500747 33.270608
14:15:44 - cmdstanpy - INFO - Chain [1] done processing 14:15:44 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 622:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.715075 8.403894 48.505650
31 2025-08-31 28.259679 6.082215 49.746447
32 2025-09-30 27.818972 6.889746 48.211225
33 2025-10-31 27.363575 4.849780 48.586238
34 2025-11-30 26.922868 6.631663 46.345619
14:15:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 623:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.095100 23.860220 57.933151
31 2025-08-31 42.293831 26.928071 58.887566
32 2025-09-30 42.486152 25.968086 58.641733
33 2025-10-31 42.684883 25.685337 59.387149
34 2025-11-30 42.877204 26.335132 59.470847
14:15:45 - cmdstanpy - INFO - Chain [1] start processing 14:15:45 - cmdstanpy - INFO - Chain [1] done processing 14:15:45 - cmdstanpy - INFO - Chain [1] start processing 14:15:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 624:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.450359 12.514844 53.491947
31 2025-08-31 32.768855 11.771075 50.939016
32 2025-09-30 32.109335 11.159798 51.862008
33 2025-10-31 31.427831 10.679504 52.511134
34 2025-11-30 30.768311 10.664402 49.902811
Forecast for North America and Product 625:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.076989 8.272263 49.530637
31 2025-08-31 28.228470 8.159963 47.887281
32 2025-09-30 27.407323 7.868390 48.518471
33 2025-10-31 26.558804 8.643549 46.457817
34 2025-11-30 25.737657 4.571672 45.928698
14:15:45 - cmdstanpy - INFO - Chain [1] start processing 14:15:45 - cmdstanpy - INFO - Chain [1] done processing 14:15:45 - cmdstanpy - INFO - Chain [1] start processing 14:15:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 626:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.195199 24.536660 71.418220
31 2025-08-31 47.500493 22.847013 70.100764
32 2025-09-30 47.795939 23.677460 70.801187
33 2025-10-31 48.101234 25.559491 71.805606
34 2025-11-30 48.396680 24.368202 72.390326
Forecast for North America and Product 627:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.524265 19.466254 57.113631
31 2025-08-31 36.603371 17.506826 55.384841
32 2025-09-30 36.679926 17.678983 54.978633
33 2025-10-31 36.759033 17.295962 54.862444
34 2025-11-30 36.835588 18.329750 55.148299
14:15:46 - cmdstanpy - INFO - Chain [1] start processing 14:15:46 - cmdstanpy - INFO - Chain [1] done processing 14:15:46 - cmdstanpy - INFO - Chain [1] start processing 14:15:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 628:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.173365 16.974221 58.578330
31 2025-08-31 37.209515 17.565743 57.650739
32 2025-09-30 37.244498 17.279156 55.806354
33 2025-10-31 37.280648 18.607017 56.262494
34 2025-11-30 37.315631 18.653123 56.543504
Forecast for North America and Product 629:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.537039 4.397239 44.463748
31 2025-08-31 23.767635 3.254091 42.302815
32 2025-09-30 23.023050 3.309234 42.986897
33 2025-10-31 22.253646 2.199632 42.453927
34 2025-11-30 21.509061 2.034358 42.690738
14:15:46 - cmdstanpy - INFO - Chain [1] start processing 14:15:46 - cmdstanpy - INFO - Chain [1] done processing 14:15:46 - cmdstanpy - INFO - Chain [1] start processing 14:15:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 630:
ds yhat yhat_lower yhat_upper
30 2025-07-31 62.172230 51.666843 74.220053
31 2025-08-31 63.120606 51.905732 75.106278
32 2025-09-30 64.038390 52.087410 76.834790
33 2025-10-31 64.986766 52.672855 76.801476
34 2025-11-30 65.904549 54.368192 78.453051
Forecast for North America and Product 631:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.204182 14.121479 53.882170
31 2025-08-31 33.019755 13.049272 54.315080
32 2025-09-30 32.841276 14.946069 52.610144
33 2025-10-31 32.656849 13.448938 52.667713
34 2025-11-30 32.478371 12.005124 53.535899
14:15:46 - cmdstanpy - INFO - Chain [1] start processing 14:15:46 - cmdstanpy - INFO - Chain [1] done processing 14:15:47 - cmdstanpy - INFO - Chain [1] start processing 14:15:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 632:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.023489 30.489841 66.181662
31 2025-08-31 49.539819 31.189041 68.092675
32 2025-09-30 50.039493 32.057534 68.006601
33 2025-10-31 50.555823 30.929767 68.806072
34 2025-11-30 51.055497 31.424433 68.277697
Forecast for North America and Product 633:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.991485 7.477458 52.275049
31 2025-08-31 29.319610 7.280662 51.403267
32 2025-09-30 28.669409 7.142223 49.692502
33 2025-10-31 27.997534 6.298175 49.758213
34 2025-11-30 27.347333 6.411591 49.935189
14:15:47 - cmdstanpy - INFO - Chain [1] start processing 14:15:47 - cmdstanpy - INFO - Chain [1] done processing 14:15:47 - cmdstanpy - INFO - Chain [1] start processing 14:15:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 634:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.682605 11.233623 39.076533
31 2025-08-31 25.058411 10.960619 38.102458
32 2025-09-30 24.454351 10.839483 38.267635
33 2025-10-31 23.830156 9.516453 36.654500
34 2025-11-30 23.226097 9.045784 36.768826
Forecast for North America and Product 635:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.846568 20.810465 64.937031
31 2025-08-31 42.882939 21.543164 65.866478
32 2025-09-30 42.918137 20.143115 64.887729
33 2025-10-31 42.954508 20.247683 65.676127
34 2025-11-30 42.989705 21.004477 65.344022
14:15:47 - cmdstanpy - INFO - Chain [1] start processing 14:15:47 - cmdstanpy - INFO - Chain [1] done processing 14:15:47 - cmdstanpy - INFO - Chain [1] start processing 14:15:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 636:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.705975 24.572006 68.414128
31 2025-08-31 46.957778 23.563506 68.225776
32 2025-09-30 47.201458 26.035987 68.646078
33 2025-10-31 47.453260 24.443666 67.780629
34 2025-11-30 47.696940 25.826574 69.842123
Forecast for North America and Product 637:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.479955 5.883862 40.484092
31 2025-08-31 21.987538 6.272666 38.339441
32 2025-09-30 21.511005 4.945381 37.885797
33 2025-10-31 21.018588 5.679410 36.946775
34 2025-11-30 20.542055 5.449769 37.769099
14:15:47 - cmdstanpy - INFO - Chain [1] start processing 14:15:48 - cmdstanpy - INFO - Chain [1] done processing 14:15:48 - cmdstanpy - INFO - Chain [1] start processing 14:15:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 638:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.952043 14.656784 42.323009
31 2025-08-31 27.246347 13.007353 40.364042
32 2025-09-30 26.563416 12.086044 40.044490
33 2025-10-31 25.857720 12.220791 39.222623
34 2025-11-30 25.174789 10.403690 39.314828
Forecast for North America and Product 639:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.733085 23.478694 58.892809
31 2025-08-31 40.884868 21.375372 57.616373
32 2025-09-30 41.031755 22.717079 60.707126
33 2025-10-31 41.183538 24.444358 59.915175
34 2025-11-30 41.330425 23.835013 57.900162
14:15:48 - cmdstanpy - INFO - Chain [1] start processing 14:15:48 - cmdstanpy - INFO - Chain [1] done processing 14:15:48 - cmdstanpy - INFO - Chain [1] start processing 14:15:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 640:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.694585 29.830224 56.037820
31 2025-08-31 43.144640 30.062756 55.888868
32 2025-09-30 43.580177 30.999203 57.337438
33 2025-10-31 44.030231 30.845067 56.315904
34 2025-11-30 44.465768 32.019502 56.907512
Forecast for North America and Product 641:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.744707 19.772787 63.573481
31 2025-08-31 42.805799 19.519600 65.317110
32 2025-09-30 42.864922 19.708045 66.437188
33 2025-10-31 42.926014 19.600576 65.572591
34 2025-11-30 42.985136 20.278960 65.725328
14:15:48 - cmdstanpy - INFO - Chain [1] start processing 14:15:48 - cmdstanpy - INFO - Chain [1] done processing 14:15:48 - cmdstanpy - INFO - Chain [1] start processing 14:15:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 642:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.134216 22.688184 59.292954
31 2025-08-31 40.086362 22.864021 60.132078
32 2025-09-30 40.040051 20.971731 58.585092
33 2025-10-31 39.992197 20.639379 59.521039
34 2025-11-30 39.945887 21.483080 59.689877
Forecast for North America and Product 643:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.334505 22.055382 54.660425
31 2025-08-31 39.240126 22.786877 55.254304
32 2025-09-30 39.148791 22.463498 55.908972
33 2025-10-31 39.054411 23.032908 55.252631
34 2025-11-30 38.963076 23.359775 55.694208
14:15:49 - cmdstanpy - INFO - Chain [1] start processing 14:15:49 - cmdstanpy - INFO - Chain [1] done processing 14:15:49 - cmdstanpy - INFO - Chain [1] start processing 14:15:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 644:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.565095 8.963662 53.592040
31 2025-08-31 31.072327 8.984730 51.103148
32 2025-09-30 30.595456 8.154966 52.363313
33 2025-10-31 30.102688 8.242299 51.043972
34 2025-11-30 29.625817 7.858907 50.523269
Forecast for North America and Product 645:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.777490 31.334078 77.868910
31 2025-08-31 55.436362 31.881650 77.239415
32 2025-09-30 56.073979 34.319701 77.971750
33 2025-10-31 56.732850 32.990241 78.872989
34 2025-11-30 57.370468 32.808437 79.094072
14:15:49 - cmdstanpy - INFO - Chain [1] start processing 14:15:49 - cmdstanpy - INFO - Chain [1] done processing 14:15:49 - cmdstanpy - INFO - Chain [1] start processing 14:15:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 646:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.800806 18.303600 56.559197
31 2025-08-31 37.673108 17.315756 57.774087
32 2025-09-30 37.549529 18.788146 56.782144
33 2025-10-31 37.421831 16.574394 55.852655
34 2025-11-30 37.298252 18.219124 55.547149
Forecast for North America and Product 647:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.030948 14.641466 60.226076
31 2025-08-31 36.871235 14.556988 59.529318
32 2025-09-30 36.716674 14.909705 58.121291
33 2025-10-31 36.556961 14.353497 58.275528
34 2025-11-30 36.402399 11.769015 60.388763
14:15:49 - cmdstanpy - INFO - Chain [1] start processing 14:15:49 - cmdstanpy - INFO - Chain [1] done processing 14:15:50 - cmdstanpy - INFO - Chain [1] start processing 14:15:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 648:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.465083 17.821686 62.085401
31 2025-08-31 40.317713 17.796415 62.182965
32 2025-09-30 40.175097 18.284115 63.217003
33 2025-10-31 40.027727 18.430086 60.327425
34 2025-11-30 39.885111 18.207344 61.110770
14:15:50 - cmdstanpy - INFO - Chain [1] start processing 14:15:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 649:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.124466 11.217235 43.792909
31 2025-08-31 27.672664 11.199610 43.663339
32 2025-09-30 27.235437 11.203150 43.503339
33 2025-10-31 26.783636 11.070839 42.662217
34 2025-11-30 26.346409 9.872243 41.597790
Forecast for North America and Product 650:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.740004 12.968365 51.864930
31 2025-08-31 32.606387 12.619633 52.601821
32 2025-09-30 32.477081 13.315584 52.111363
33 2025-10-31 32.343465 11.203019 52.123987
34 2025-11-30 32.214159 12.510332 52.461026
14:15:50 - cmdstanpy - INFO - Chain [1] start processing 14:15:50 - cmdstanpy - INFO - Chain [1] done processing 14:15:50 - cmdstanpy - INFO - Chain [1] start processing 14:15:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 651:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.229700 33.731598 68.572487
31 2025-08-31 51.827200 36.166371 67.226250
32 2025-09-30 52.405425 35.760892 69.327048
33 2025-10-31 53.002924 36.909503 70.538639
34 2025-11-30 53.581150 37.616488 71.179463
Forecast for North America and Product 652:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.701169 15.364629 45.260149
31 2025-08-31 29.034265 14.806747 44.501260
32 2025-09-30 28.388874 12.534353 43.472446
33 2025-10-31 27.721969 12.239817 42.822854
34 2025-11-30 27.076578 10.836039 42.288725
14:15:50 - cmdstanpy - INFO - Chain [1] start processing 14:15:50 - cmdstanpy - INFO - Chain [1] done processing 14:15:50 - cmdstanpy - INFO - Chain [1] start processing 14:15:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 653:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.890946 20.636960 67.450955
31 2025-08-31 45.150103 22.392640 68.560302
32 2025-09-30 45.400900 22.339310 69.291133
33 2025-10-31 45.660057 21.727523 68.763806
34 2025-11-30 45.910855 21.859452 69.666552
Forecast for North America and Product 654:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.192742 24.355433 62.694420
31 2025-08-31 43.561987 25.239668 63.429084
32 2025-09-30 43.919321 24.710067 62.435190
33 2025-10-31 44.288566 25.221692 62.896612
34 2025-11-30 44.645899 26.998757 63.629118
14:15:51 - cmdstanpy - INFO - Chain [1] start processing 14:15:51 - cmdstanpy - INFO - Chain [1] done processing 14:15:51 - cmdstanpy - INFO - Chain [1] start processing 14:15:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 655:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.728211 24.715600 68.395020
31 2025-08-31 46.021397 26.096744 68.289894
32 2025-09-30 46.305124 23.850091 68.044889
33 2025-10-31 46.598309 24.612401 68.509088
34 2025-11-30 46.882037 25.049906 69.341509
Forecast for North America and Product 656:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.217370 28.001501 60.104038
31 2025-08-31 44.424200 28.703997 61.057550
32 2025-09-30 44.624358 27.668437 60.916010
33 2025-10-31 44.831188 28.994359 61.951605
34 2025-11-30 45.031346 28.305075 60.837917
14:15:51 - cmdstanpy - INFO - Chain [1] start processing 14:15:51 - cmdstanpy - INFO - Chain [1] done processing 14:15:51 - cmdstanpy - INFO - Chain [1] start processing 14:15:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 657:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.915506 17.266905 51.162918
31 2025-08-31 34.533606 18.938793 52.108945
32 2025-09-30 34.164024 17.845779 52.426678
33 2025-10-31 33.782123 17.158945 50.329556
34 2025-11-30 33.412542 16.110930 51.462040
Forecast for North America and Product 658:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.522918 16.322169 54.871688
31 2025-08-31 35.441822 15.105659 54.068359
32 2025-09-30 35.363342 16.758251 55.080259
33 2025-10-31 35.282247 16.128128 54.702636
34 2025-11-30 35.203767 16.829280 54.359348
14:15:51 - cmdstanpy - INFO - Chain [1] start processing 14:15:51 - cmdstanpy - INFO - Chain [1] done processing 14:15:52 - cmdstanpy - INFO - Chain [1] start processing 14:15:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 659:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.874668 35.146219 75.268671
31 2025-08-31 55.550746 34.024279 76.692829
32 2025-09-30 56.205016 34.861009 76.114114
33 2025-10-31 56.881094 36.946065 77.839381
34 2025-11-30 57.535364 37.861775 77.170629
Forecast for North America and Product 660:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.491169 16.647682 65.859079
31 2025-08-31 41.412238 17.346707 66.817027
32 2025-09-30 41.335854 16.620353 65.368596
33 2025-10-31 41.256923 15.812137 67.137524
34 2025-11-30 41.180538 18.401791 63.922387
14:15:52 - cmdstanpy - INFO - Chain [1] start processing 14:15:52 - cmdstanpy - INFO - Chain [1] done processing 14:15:52 - cmdstanpy - INFO - Chain [1] start processing 14:15:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 661:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.552324 32.410869 67.481268
31 2025-08-31 49.977137 30.836198 68.623311
32 2025-09-30 50.388247 34.223360 69.969257
33 2025-10-31 50.813060 33.124204 69.084105
34 2025-11-30 51.224169 34.978725 68.022967
Forecast for North America and Product 662:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.295137 16.277365 58.929052
31 2025-08-31 38.162874 17.384638 57.848535
32 2025-09-30 38.034878 17.197203 59.200792
33 2025-10-31 37.902615 17.657956 57.050759
34 2025-11-30 37.774618 17.279192 56.574627
14:15:52 - cmdstanpy - INFO - Chain [1] start processing 14:15:52 - cmdstanpy - INFO - Chain [1] done processing 14:15:52 - cmdstanpy - INFO - Chain [1] start processing 14:15:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 663:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.903084 19.567917 60.170059
31 2025-08-31 38.529870 17.683746 58.349628
32 2025-09-30 38.168695 16.952028 58.683705
33 2025-10-31 37.795480 16.628898 57.887255
34 2025-11-30 37.434305 17.697539 58.772355
Forecast for North America and Product 664:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.513963 7.448777 54.873374
31 2025-08-31 32.171231 6.839145 55.003855
32 2025-09-30 31.839555 8.780994 56.180918
33 2025-10-31 31.496824 7.359030 55.177374
34 2025-11-30 31.165148 7.268564 53.332756
14:15:52 - cmdstanpy - INFO - Chain [1] start processing 14:15:53 - cmdstanpy - INFO - Chain [1] done processing 14:15:53 - cmdstanpy - INFO - Chain [1] start processing 14:15:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 665:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.926761 21.179541 52.429311
31 2025-08-31 37.123024 20.312008 51.287169
32 2025-09-30 37.312956 22.125672 53.310672
33 2025-10-31 37.509218 22.759313 53.127055
34 2025-11-30 37.699150 21.481441 52.792250
Forecast for North America and Product 666:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.182466 18.513471 53.220688
31 2025-08-31 36.280488 18.623890 54.161659
32 2025-09-30 36.375348 19.032483 56.455811
33 2025-10-31 36.473371 18.760000 56.115468
34 2025-11-30 36.568231 18.631931 54.980602
14:15:53 - cmdstanpy - INFO - Chain [1] start processing 14:15:53 - cmdstanpy - INFO - Chain [1] done processing 14:15:53 - cmdstanpy - INFO - Chain [1] start processing 14:15:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 667:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.285180 2.183359 47.541370
31 2025-08-31 24.240822 1.745327 45.417371
32 2025-09-30 23.230153 0.000827 45.236420
33 2025-10-31 22.185795 -0.266906 44.686182
34 2025-11-30 21.175126 -2.469883 44.638120
Forecast for North America and Product 668:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.859676 20.034601 62.660012
31 2025-08-31 40.982718 18.636826 61.663381
32 2025-09-30 41.101791 21.588000 62.318360
33 2025-10-31 41.224833 19.504333 62.846165
34 2025-11-30 41.343906 21.812297 63.669137
14:15:53 - cmdstanpy - INFO - Chain [1] start processing 14:15:53 - cmdstanpy - INFO - Chain [1] done processing 14:15:53 - cmdstanpy - INFO - Chain [1] start processing 14:15:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 669:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.711255 40.066820 74.286829
31 2025-08-31 57.162122 40.919100 74.426259
32 2025-09-30 57.598445 39.992810 74.474012
33 2025-10-31 58.049312 40.924458 76.528045
34 2025-11-30 58.485635 41.042641 74.839004
Forecast for North America and Product 670:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.992400 20.091652 57.819509
31 2025-08-31 38.898454 20.703925 56.706363
32 2025-09-30 38.807538 21.308528 57.322048
33 2025-10-31 38.713592 21.600727 57.344345
34 2025-11-30 38.622676 20.150186 57.104367
14:15:54 - cmdstanpy - INFO - Chain [1] start processing 14:15:54 - cmdstanpy - INFO - Chain [1] done processing 14:15:54 - cmdstanpy - INFO - Chain [1] start processing 14:15:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 671:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.552492 18.133781 55.166044
31 2025-08-31 36.463347 17.956027 54.149522
32 2025-09-30 36.377078 18.159604 54.608675
33 2025-10-31 36.287933 18.513296 55.166947
34 2025-11-30 36.201663 17.052922 54.577564
Forecast for North America and Product 672:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.961530 25.484706 69.717858
31 2025-08-31 47.278875 24.076682 69.735744
32 2025-09-30 47.585983 24.588529 69.440645
33 2025-10-31 47.903328 27.189989 69.639721
34 2025-11-30 48.210436 24.627565 71.497473
14:15:54 - cmdstanpy - INFO - Chain [1] start processing 14:15:54 - cmdstanpy - INFO - Chain [1] done processing 14:15:54 - cmdstanpy - INFO - Chain [1] start processing 14:15:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 673:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.850083 19.844836 64.579536
31 2025-08-31 41.905763 20.045907 64.758037
32 2025-09-30 41.959648 20.522086 64.160030
33 2025-10-31 42.015328 20.116702 65.732788
34 2025-11-30 42.069212 18.618313 64.489967
Forecast for North America and Product 674:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.056781 17.209284 54.928469
31 2025-08-31 35.924685 16.264757 55.186590
32 2025-09-30 35.796850 16.338054 53.820364
33 2025-10-31 35.664754 16.337697 55.208743
34 2025-11-30 35.536919 16.970738 54.503929
14:15:54 - cmdstanpy - INFO - Chain [1] start processing 14:15:54 - cmdstanpy - INFO - Chain [1] done processing 14:15:54 - cmdstanpy - INFO - Chain [1] start processing 14:15:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 675:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.863539 16.271386 46.869157
31 2025-08-31 30.474853 13.210948 46.835644
32 2025-09-30 30.098705 13.245001 45.526537
33 2025-10-31 29.710019 15.213950 45.813816
34 2025-11-30 29.333871 13.834570 45.514206
Forecast for North America and Product 676:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.810802 30.231574 80.706708
31 2025-08-31 55.653741 29.776606 82.537410
32 2025-09-30 56.469489 32.706160 80.048454
33 2025-10-31 57.312428 31.549858 80.598307
34 2025-11-30 58.128176 32.406680 81.505498
14:15:55 - cmdstanpy - INFO - Chain [1] start processing 14:15:55 - cmdstanpy - INFO - Chain [1] done processing 14:15:55 - cmdstanpy - INFO - Chain [1] start processing 14:15:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 677:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.561483 12.791038 47.385609
31 2025-08-31 30.340895 13.060379 48.890811
32 2025-09-30 30.127422 13.347530 47.513318
33 2025-10-31 29.906833 12.758820 46.404896
34 2025-11-30 29.693361 12.938543 47.862909
Forecast for North America and Product 678:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.155732 12.443911 62.767710
31 2025-08-31 36.992041 11.964453 61.796901
32 2025-09-30 36.833629 10.385184 62.591567
33 2025-10-31 36.669938 12.652795 62.275241
34 2025-11-30 36.511527 9.370687 62.557191
14:15:55 - cmdstanpy - INFO - Chain [1] start processing 14:15:55 - cmdstanpy - INFO - Chain [1] done processing 14:15:55 - cmdstanpy - INFO - Chain [1] start processing 14:15:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 679:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.776554 17.806403 60.628144
31 2025-08-31 39.503518 17.745708 60.755142
32 2025-09-30 39.239289 19.590417 59.908878
33 2025-10-31 38.966252 18.699694 60.170883
34 2025-11-30 38.702023 19.354272 59.135937
Forecast for North America and Product 680:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.756684 0.522725 39.986284
31 2025-08-31 20.699879 0.102892 39.219634
32 2025-09-30 19.677164 -0.986711 40.801478
33 2025-10-31 18.620359 -2.155909 36.961014
34 2025-11-30 17.597644 -2.061288 37.338808
14:15:55 - cmdstanpy - INFO - Chain [1] start processing 14:15:55 - cmdstanpy - INFO - Chain [1] done processing 14:15:56 - cmdstanpy - INFO - Chain [1] start processing 14:15:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 681:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.196902 17.478044 70.411853
31 2025-08-31 44.347072 19.821575 69.059375
32 2025-09-30 44.492397 18.982530 70.306374
33 2025-10-31 44.642566 18.613675 70.093444
34 2025-11-30 44.787891 18.321671 69.711034
Forecast for North America and Product 682:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.076754 25.827141 60.508896
31 2025-08-31 43.127097 24.925819 61.727295
32 2025-09-30 43.175816 25.433810 61.303614
33 2025-10-31 43.226160 25.254260 61.831651
34 2025-11-30 43.274879 23.932688 61.802842
14:15:56 - cmdstanpy - INFO - Chain [1] start processing 14:15:56 - cmdstanpy - INFO - Chain [1] done processing 14:15:56 - cmdstanpy - INFO - Chain [1] start processing 14:15:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 683:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.714465 17.683984 54.818501
31 2025-08-31 36.451192 18.452435 55.706120
32 2025-09-30 36.196412 17.361539 54.083759
33 2025-10-31 35.933139 16.969053 55.123672
34 2025-11-30 35.678359 16.448956 56.401808
Forecast for North America and Product 684:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.677735 31.039867 61.340585
31 2025-08-31 47.050554 31.812967 63.270013
32 2025-09-30 47.411347 31.430750 62.920098
33 2025-10-31 47.784166 31.473626 62.924227
34 2025-11-30 48.144959 32.585545 64.367212
14:15:56 - cmdstanpy - INFO - Chain [1] start processing 14:15:56 - cmdstanpy - INFO - Chain [1] done processing 14:15:56 - cmdstanpy - INFO - Chain [1] start processing 14:15:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 685:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.510232 29.315335 60.399430
31 2025-08-31 45.770730 30.878196 62.437591
32 2025-09-30 46.022825 29.601592 61.004919
33 2025-10-31 46.283323 29.588549 61.646894
34 2025-11-30 46.535417 30.748981 61.871304
Forecast for North America and Product 686:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.970182 34.847422 69.670425
31 2025-08-31 52.603336 34.336978 70.630076
32 2025-09-30 53.216066 35.271737 69.905837
33 2025-10-31 53.849220 37.304083 71.376839
34 2025-11-30 54.461950 37.341473 72.290477
14:15:56 - cmdstanpy - INFO - Chain [1] start processing 14:15:56 - cmdstanpy - INFO - Chain [1] done processing 14:15:57 - cmdstanpy - INFO - Chain [1] start processing 14:15:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 687:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.122425 8.309021 54.694697
31 2025-08-31 31.569797 9.207284 55.130910
32 2025-09-30 31.034995 8.601524 53.670169
33 2025-10-31 30.482367 9.428501 54.177548
34 2025-11-30 29.947565 7.084974 54.958263
Forecast for North America and Product 688:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.796489 13.781637 53.515966
31 2025-08-31 33.538395 13.115305 53.884274
32 2025-09-30 33.288626 14.278694 53.593211
33 2025-10-31 33.030531 12.045644 53.891983
34 2025-11-30 32.780762 13.104466 52.491793
14:15:57 - cmdstanpy - INFO - Chain [1] start processing 14:15:57 - cmdstanpy - INFO - Chain [1] done processing 14:15:57 - cmdstanpy - INFO - Chain [1] start processing 14:15:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 689:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.558148 1.108317 40.040495
31 2025-08-31 19.722385 -0.995931 40.039735
32 2025-09-30 18.913581 -0.596259 39.912358
33 2025-10-31 18.077818 -2.253817 38.643609
34 2025-11-30 17.269015 -3.171297 37.417760
Forecast for North America and Product 690:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.604435 31.620255 70.095595
31 2025-08-31 50.977393 32.442960 69.986189
32 2025-09-30 51.338321 32.958442 70.212615
33 2025-10-31 51.711279 33.956901 70.944540
34 2025-11-30 52.072206 32.318241 70.930658
14:15:57 - cmdstanpy - INFO - Chain [1] start processing 14:15:57 - cmdstanpy - INFO - Chain [1] done processing 14:15:57 - cmdstanpy - INFO - Chain [1] start processing 14:15:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 691:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.132327 18.849562 53.664102
31 2025-08-31 36.123803 18.801672 52.666284
32 2025-09-30 36.115554 20.048035 52.256636
33 2025-10-31 36.107030 19.128362 53.375229
34 2025-11-30 36.098781 19.179845 54.304657
Forecast for North America and Product 692:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.384244 20.049754 53.954764
31 2025-08-31 37.125438 21.334693 54.085960
32 2025-09-30 36.874981 21.300601 53.452128
33 2025-10-31 36.616176 20.387760 53.385061
34 2025-11-30 36.365719 20.284212 53.312691
14:15:58 - cmdstanpy - INFO - Chain [1] start processing 14:15:58 - cmdstanpy - INFO - Chain [1] done processing 14:15:58 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 693:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.868070 2.550537 50.085377
31 2025-08-31 26.243660 3.418825 49.417303
32 2025-09-30 25.639393 0.511753 47.589845
33 2025-10-31 25.014983 1.821698 48.541806
34 2025-11-30 24.410715 0.709484 49.322003
14:15:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 694:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.317059 22.919000 72.163902
31 2025-08-31 47.617303 21.935310 72.669610
32 2025-09-30 47.907861 20.669747 70.956797
33 2025-10-31 48.208105 24.248115 73.644092
34 2025-11-30 48.498663 23.029679 69.553643
14:15:58 - cmdstanpy - INFO - Chain [1] start processing 14:15:58 - cmdstanpy - INFO - Chain [1] done processing 14:15:59 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 695:
ds yhat yhat_lower yhat_upper
30 2025-07-31 15.755660 -2.709391 35.025195
31 2025-08-31 14.401862 -2.133561 32.291981
32 2025-09-30 13.091735 -4.516430 28.949844
33 2025-10-31 11.737937 -6.306575 30.888564
34 2025-11-30 10.427810 -7.546743 28.369630
14:15:59 - cmdstanpy - INFO - Chain [1] done processing 14:15:59 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 696:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.948968 16.642160 71.079778
31 2025-08-31 43.892349 15.912208 71.072288
32 2025-09-30 43.837556 15.438952 71.709531
33 2025-10-31 43.780936 14.521973 69.420824
34 2025-11-30 43.726143 17.417901 70.641256
14:15:59 - cmdstanpy - INFO - Chain [1] done processing 14:15:59 - cmdstanpy - INFO - Chain [1] start processing 14:15:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 697:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.183044 39.814831 70.720015
31 2025-08-31 55.855467 40.147541 73.195992
32 2025-09-30 56.506199 40.920564 73.119484
33 2025-10-31 57.178622 41.480476 73.102567
34 2025-11-30 57.829354 41.934712 73.589912
Forecast for North America and Product 698:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.106038 40.662181 77.110324
31 2025-08-31 58.834208 40.980585 77.724930
32 2025-09-30 59.538889 40.816341 75.838077
33 2025-10-31 60.267059 40.339505 77.700172
34 2025-11-30 60.971739 41.999801 80.709865
14:15:59 - cmdstanpy - INFO - Chain [1] start processing 14:15:59 - cmdstanpy - INFO - Chain [1] done processing 14:15:59 - cmdstanpy - INFO - Chain [1] start processing 14:16:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 699:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.908764 11.124510 66.797260
31 2025-08-31 39.383259 11.803424 67.157382
32 2025-09-30 38.874706 11.954524 65.841423
33 2025-10-31 38.349201 12.389372 66.417898
34 2025-11-30 37.840648 12.108417 62.282191
Forecast for North America and Product 700:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.653815 16.278895 58.079480
31 2025-08-31 36.647018 16.870261 55.973817
32 2025-09-30 36.640440 16.417120 58.119971
33 2025-10-31 36.633643 16.170233 58.160378
34 2025-11-30 36.627066 16.316765 56.772547
14:16:00 - cmdstanpy - INFO - Chain [1] start processing 14:16:00 - cmdstanpy - INFO - Chain [1] done processing 14:16:00 - cmdstanpy - INFO - Chain [1] start processing 14:16:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 701:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.634573 14.018149 48.020872
31 2025-08-31 31.465410 14.650270 49.324474
32 2025-09-30 31.301703 13.446645 49.583991
33 2025-10-31 31.132540 13.444543 48.008857
34 2025-11-30 30.968834 13.394589 47.358754
Forecast for North America and Product 702:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.490431 19.908706 51.268588
31 2025-08-31 36.612854 20.380542 53.494300
32 2025-09-30 36.731329 20.167581 53.308176
33 2025-10-31 36.853753 19.826129 52.301440
34 2025-11-30 36.972228 20.593493 53.853507
14:16:00 - cmdstanpy - INFO - Chain [1] start processing 14:16:00 - cmdstanpy - INFO - Chain [1] done processing 14:16:00 - cmdstanpy - INFO - Chain [1] start processing 14:16:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 703:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.312009 5.029788 43.996561
31 2025-08-31 23.446904 5.563458 42.104013
32 2025-09-30 22.609705 4.620557 42.486402
33 2025-10-31 21.744600 2.965848 40.012425
34 2025-11-30 20.907401 1.649254 38.760948
Forecast for North America and Product 704:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.862606 31.013061 75.640527
31 2025-08-31 54.507879 32.876469 76.443051
32 2025-09-30 55.132337 33.350337 80.067085
33 2025-10-31 55.777610 34.247056 78.684373
34 2025-11-30 56.402067 33.207764 78.072970
14:16:00 - cmdstanpy - INFO - Chain [1] start processing 14:16:00 - cmdstanpy - INFO - Chain [1] done processing 14:16:01 - cmdstanpy - INFO - Chain [1] start processing 14:16:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 705:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.779286 23.412814 44.959322
31 2025-08-31 33.306143 22.410471 43.954013
32 2025-09-30 32.848262 22.232015 43.618444
33 2025-10-31 32.375119 20.687673 43.127891
34 2025-11-30 31.917238 21.076938 42.349210
Forecast for North America and Product 706:
ds yhat yhat_lower yhat_upper
30 2025-07-31 11.839291 -11.654885 35.983289
31 2025-08-31 10.026449 -13.160235 31.629555
32 2025-09-30 8.272086 -13.615390 32.424871
33 2025-10-31 6.459244 -16.281923 29.605156
34 2025-11-30 4.704881 -18.370457 26.583650
14:16:01 - cmdstanpy - INFO - Chain [1] start processing 14:16:01 - cmdstanpy - INFO - Chain [1] done processing 14:16:01 - cmdstanpy - INFO - Chain [1] start processing 14:16:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 707:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.110276 18.020934 50.730441
31 2025-08-31 34.982724 18.118993 51.101050
32 2025-09-30 34.859287 18.830123 51.884572
33 2025-10-31 34.731735 18.707154 51.484929
34 2025-11-30 34.608298 18.231240 50.845639
Forecast for North America and Product 708:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.379929 23.116452 55.370017
31 2025-08-31 39.261535 23.683003 56.917339
32 2025-09-30 39.146961 23.131149 56.499606
33 2025-10-31 39.028568 24.110029 55.924092
34 2025-11-30 38.913994 23.073582 54.712805
14:16:01 - cmdstanpy - INFO - Chain [1] start processing 14:16:01 - cmdstanpy - INFO - Chain [1] done processing 14:16:01 - cmdstanpy - INFO - Chain [1] start processing 14:16:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 709:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.541236 12.441230 48.929772
31 2025-08-31 30.387792 11.113126 48.954639
32 2025-09-30 30.239297 11.898915 48.954247
33 2025-10-31 30.085853 11.681104 48.412675
34 2025-11-30 29.937358 12.271466 48.861707
Forecast for North America and Product 710:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.040467 27.284085 60.447313
31 2025-08-31 43.162163 26.977448 59.775790
32 2025-09-30 43.279934 26.765093 60.349899
33 2025-10-31 43.401630 25.702096 59.574724
34 2025-11-30 43.519400 27.147437 59.848686
14:16:01 - cmdstanpy - INFO - Chain [1] start processing 14:16:02 - cmdstanpy - INFO - Chain [1] done processing 14:16:02 - cmdstanpy - INFO - Chain [1] start processing 14:16:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 711:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.674025 20.878045 54.882453
31 2025-08-31 38.777460 22.882720 54.894611
32 2025-09-30 38.877559 21.710575 54.244424
33 2025-10-31 38.980994 22.093653 53.989845
34 2025-11-30 39.081092 23.564422 55.061425
Forecast for North America and Product 712:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.885812 40.324922 77.825225
31 2025-08-31 60.980519 41.248063 80.013345
32 2025-09-30 62.039912 42.317909 81.070093
33 2025-10-31 63.134619 44.842700 82.697429
34 2025-11-30 64.194013 44.827144 83.452441
14:16:02 - cmdstanpy - INFO - Chain [1] start processing 14:16:02 - cmdstanpy - INFO - Chain [1] done processing 14:16:02 - cmdstanpy - INFO - Chain [1] start processing 14:16:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 713:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.717347 12.141039 56.947894
31 2025-08-31 34.128744 12.087697 56.478021
32 2025-09-30 33.559128 11.227980 55.348516
33 2025-10-31 32.970524 10.379364 54.777713
34 2025-11-30 32.400908 10.886002 56.012085
Forecast for North America and Product 714:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.252427 9.657568 53.024301
31 2025-08-31 29.813193 8.042930 50.689745
32 2025-09-30 29.388128 7.416406 51.270020
33 2025-10-31 28.948895 7.288843 51.017865
34 2025-11-30 28.523830 7.190339 49.523603
14:16:02 - cmdstanpy - INFO - Chain [1] start processing 14:16:02 - cmdstanpy - INFO - Chain [1] done processing 14:16:02 - cmdstanpy - INFO - Chain [1] start processing 14:16:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 715:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.111005 11.815212 47.134593
31 2025-08-31 29.557208 11.753904 47.348441
32 2025-09-30 29.021276 12.249983 46.626439
33 2025-10-31 28.467479 12.130414 44.749225
34 2025-11-30 27.931547 10.612996 45.847359
Forecast for North America and Product 716:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.605487 17.656712 57.228257
31 2025-08-31 36.461950 17.439749 55.268783
32 2025-09-30 36.323043 18.507740 56.598640
33 2025-10-31 36.179505 17.528066 53.839210
34 2025-11-30 36.040598 17.741287 54.350542
14:16:03 - cmdstanpy - INFO - Chain [1] start processing 14:16:03 - cmdstanpy - INFO - Chain [1] done processing 14:16:03 - cmdstanpy - INFO - Chain [1] start processing 14:16:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 717:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.681232 11.302344 67.497726
31 2025-08-31 41.539038 15.687220 68.133883
32 2025-09-30 41.401431 16.141855 68.453498
33 2025-10-31 41.259237 14.608725 66.844037
34 2025-11-30 41.121630 11.739460 67.149830
Forecast for North America and Product 718:
ds yhat yhat_lower yhat_upper
30 2025-07-31 14.479195 -5.800723 34.050095
31 2025-08-31 13.114249 -6.202445 31.880680
32 2025-09-30 11.793334 -8.163164 33.186807
33 2025-10-31 10.428389 -9.955501 29.420783
34 2025-11-30 9.107474 -11.560644 30.101035
14:16:03 - cmdstanpy - INFO - Chain [1] start processing 14:16:03 - cmdstanpy - INFO - Chain [1] done processing 14:16:03 - cmdstanpy - INFO - Chain [1] start processing 14:16:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 719:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.915261 9.498680 50.624289
31 2025-08-31 29.334426 9.449758 52.039387
32 2025-09-30 28.772328 5.934586 48.886384
33 2025-10-31 28.191493 8.497234 49.088488
34 2025-11-30 27.629395 4.525219 48.197668
Forecast for North America and Product 720:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.828052 21.778961 54.764440
31 2025-08-31 39.072991 22.482203 56.629564
32 2025-09-30 39.310028 22.724678 56.194386
33 2025-10-31 39.554967 22.477976 56.454849
34 2025-11-30 39.792005 23.183358 57.568057
14:16:03 - cmdstanpy - INFO - Chain [1] start processing 14:16:03 - cmdstanpy - INFO - Chain [1] done processing 14:16:04 - cmdstanpy - INFO - Chain [1] start processing 14:16:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 721:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.323306 19.193329 58.421290
31 2025-08-31 38.201333 18.472860 57.661827
32 2025-09-30 38.083295 19.633486 58.486355
33 2025-10-31 37.961322 14.633979 57.415803
34 2025-11-30 37.843284 17.714808 56.496032
Forecast for North America and Product 722:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.072677 29.649146 68.406426
31 2025-08-31 49.356389 29.761015 68.765779
32 2025-09-30 49.630948 28.276777 70.200379
33 2025-10-31 49.914660 30.448193 69.311279
34 2025-11-30 50.189219 31.084147 70.606124
14:16:04 - cmdstanpy - INFO - Chain [1] start processing 14:16:04 - cmdstanpy - INFO - Chain [1] done processing 14:16:04 - cmdstanpy - INFO - Chain [1] start processing 14:16:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 723:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.282445 -6.204410 50.362097
31 2025-08-31 20.245765 -8.777201 48.860323
32 2025-09-30 19.242527 -8.089491 45.737919
33 2025-10-31 18.205847 -10.634972 45.190942
34 2025-11-30 17.202609 -11.072916 46.239431
Forecast for North America and Product 724:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.811283 24.782120 68.592601
31 2025-08-31 47.806000 23.054863 69.603285
32 2025-09-30 47.800888 25.898023 70.472159
33 2025-10-31 47.795605 24.903674 71.863741
34 2025-11-30 47.790492 26.066230 70.141644
14:16:04 - cmdstanpy - INFO - Chain [1] start processing 14:16:04 - cmdstanpy - INFO - Chain [1] done processing 14:16:04 - cmdstanpy - INFO - Chain [1] start processing 14:16:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 725:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.462109 13.027818 58.801347
31 2025-08-31 35.272428 11.342355 57.712123
32 2025-09-30 35.088865 11.062291 56.822857
33 2025-10-31 34.899183 10.566372 58.984778
34 2025-11-30 34.715620 11.727659 58.726211
Forecast for North America and Product 726:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.654385 23.907025 75.996192
31 2025-08-31 49.784098 22.171931 75.535406
32 2025-09-30 49.909627 25.055918 74.876802
33 2025-10-31 50.039340 24.966294 76.332180
34 2025-11-30 50.164869 23.761723 76.684519
14:16:04 - cmdstanpy - INFO - Chain [1] start processing 14:16:04 - cmdstanpy - INFO - Chain [1] done processing 14:16:05 - cmdstanpy - INFO - Chain [1] start processing 14:16:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 727:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.584742 18.136146 74.528422
31 2025-08-31 47.784149 19.239722 76.995171
32 2025-09-30 47.977123 21.267547 75.746896
33 2025-10-31 48.176529 21.365767 76.721930
34 2025-11-30 48.369504 18.663071 78.296677
Forecast for North America and Product 728:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.475257 21.979519 60.168788
31 2025-08-31 40.759749 21.519621 59.126676
32 2025-09-30 41.035063 22.657662 60.131471
33 2025-10-31 41.319554 21.356290 60.059783
34 2025-11-30 41.594868 21.005813 60.360113
14:16:05 - cmdstanpy - INFO - Chain [1] start processing 14:16:05 - cmdstanpy - INFO - Chain [1] done processing 14:16:05 - cmdstanpy - INFO - Chain [1] start processing 14:16:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 729:
ds yhat yhat_lower yhat_upper
30 2025-07-31 62.501221 42.613357 81.764888
31 2025-08-31 63.673765 41.346280 83.108907
32 2025-09-30 64.808485 44.996928 83.793872
33 2025-10-31 65.981029 47.671474 86.219734
34 2025-11-30 67.115748 48.523882 85.808440
Forecast for North America and Product 730:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.872592 18.800412 59.840312
31 2025-08-31 37.469849 15.437068 57.278435
32 2025-09-30 37.080097 17.661363 57.515783
33 2025-10-31 36.677354 16.973769 57.658012
34 2025-11-30 36.287603 13.533328 58.632432
14:16:05 - cmdstanpy - INFO - Chain [1] start processing 14:16:05 - cmdstanpy - INFO - Chain [1] done processing 14:16:05 - cmdstanpy - INFO - Chain [1] start processing 14:16:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 731:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.518830 19.649941 50.590431
31 2025-08-31 35.044985 19.484229 52.737160
32 2025-09-30 34.586426 18.651981 51.051723
33 2025-10-31 34.112581 16.494732 49.936543
34 2025-11-30 33.654022 17.692714 49.870705
Forecast for North America and Product 732:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.884217 13.780922 46.606560
31 2025-08-31 28.976967 13.202044 45.207357
32 2025-09-30 28.098983 10.519152 44.482050
33 2025-10-31 27.191733 12.570669 43.941790
34 2025-11-30 26.313749 9.591820 43.270886
14:16:05 - cmdstanpy - INFO - Chain [1] start processing 14:16:06 - cmdstanpy - INFO - Chain [1] done processing 14:16:06 - cmdstanpy - INFO - Chain [1] start processing 14:16:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 733:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.111358 3.781505 48.035853
31 2025-08-31 24.484081 0.334733 46.097802
32 2025-09-30 23.877039 0.540218 46.075978
33 2025-10-31 23.249762 -1.016250 45.855929
34 2025-11-30 22.642719 0.892288 49.002228
Forecast for North America and Product 734:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.424691 16.945047 55.732367
31 2025-08-31 35.051395 15.759359 54.487575
32 2025-09-30 34.690141 15.474484 53.141370
33 2025-10-31 34.316845 14.571530 53.704369
34 2025-11-30 33.955590 13.899691 53.280086
14:16:06 - cmdstanpy - INFO - Chain [1] start processing 14:16:06 - cmdstanpy - INFO - Chain [1] done processing 14:16:06 - cmdstanpy - INFO - Chain [1] start processing 14:16:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 735:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.128372 6.129080 35.127206
31 2025-08-31 19.317560 5.252259 34.074652
32 2025-09-30 18.532903 4.469753 32.327921
33 2025-10-31 17.722090 1.943556 33.344166
34 2025-11-30 16.937433 1.751644 31.813138
Forecast for North America and Product 736:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.368347 23.782094 65.322502
31 2025-08-31 44.645930 24.220092 65.131058
32 2025-09-30 44.914558 25.162742 65.879396
33 2025-10-31 45.192142 23.348329 65.200386
34 2025-11-30 45.460770 23.120609 67.178943
14:16:06 - cmdstanpy - INFO - Chain [1] start processing 14:16:06 - cmdstanpy - INFO - Chain [1] done processing 14:16:06 - cmdstanpy - INFO - Chain [1] start processing 14:16:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 737:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.456546 33.984852 72.783645
31 2025-08-31 52.853818 34.481278 71.317476
32 2025-09-30 53.238275 33.625018 71.354285
33 2025-10-31 53.635548 34.661190 71.385714
34 2025-11-30 54.020005 33.390549 73.084719
Forecast for North America and Product 738:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.576025 28.944459 60.945866
31 2025-08-31 46.122835 31.108568 62.934626
32 2025-09-30 46.652006 31.863611 63.032505
33 2025-10-31 47.198816 30.783959 61.811398
34 2025-11-30 47.727987 30.670931 64.698670
14:16:07 - cmdstanpy - INFO - Chain [1] start processing 14:16:07 - cmdstanpy - INFO - Chain [1] done processing 14:16:07 - cmdstanpy - INFO - Chain [1] start processing 14:16:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 739:
ds yhat yhat_lower yhat_upper
29 2025-07-31 35.580527 9.491631 60.874671
30 2025-08-31 35.113807 9.012305 60.748854
31 2025-09-30 34.662144 7.861551 60.272450
32 2025-10-31 34.195424 8.914900 60.085419
33 2025-11-30 33.743760 7.116630 58.908443
Forecast for North America and Product 740:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.076330 11.462404 49.679809
31 2025-08-31 29.505285 11.370102 49.459763
32 2025-09-30 28.952661 10.220431 49.154014
33 2025-10-31 28.381616 8.626028 46.731159
34 2025-11-30 27.828991 7.978340 48.548066
14:16:07 - cmdstanpy - INFO - Chain [1] start processing 14:16:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 741:
ds yhat yhat_lower yhat_upper
29 2025-07-31 36.926275 16.477492 56.266245
30 2025-08-31 36.910569 16.690012 55.472390
31 2025-09-30 36.895369 17.497927 57.285209
32 2025-10-31 36.879662 15.734226 57.911478
33 2025-11-30 36.864462 16.726278 58.620623
14:16:07 - cmdstanpy - INFO - Chain [1] start processing 14:16:07 - cmdstanpy - INFO - Chain [1] done processing 14:16:07 - cmdstanpy - INFO - Chain [1] start processing 14:16:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 742:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.480263 30.630872 64.886000
31 2025-08-31 47.655224 30.827446 65.258944
32 2025-09-30 47.824541 30.981179 63.772085
33 2025-10-31 47.999501 31.159827 63.819371
34 2025-11-30 48.168818 30.039722 65.116775
Forecast for North America and Product 743:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.573210 3.608947 50.639211
31 2025-08-31 25.890777 1.907098 48.639556
32 2025-09-30 25.230359 1.228206 46.257496
33 2025-10-31 24.547927 3.153702 47.422082
34 2025-11-30 23.887509 3.019339 45.850679
14:16:08 - cmdstanpy - INFO - Chain [1] start processing 14:16:08 - cmdstanpy - INFO - Chain [1] done processing 14:16:08 - cmdstanpy - INFO - Chain [1] start processing 14:16:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 744:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.084929 16.284681 58.534363
31 2025-08-31 38.045260 16.496213 58.227711
32 2025-09-30 38.006871 16.515486 59.338493
33 2025-10-31 37.967203 16.235831 59.856778
34 2025-11-30 37.928814 17.027299 57.173611
14:16:08 - cmdstanpy - INFO - Chain [1] start processing 14:16:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 745:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.934125 6.015244 61.141745
31 2025-08-31 33.710999 6.624294 61.552295
32 2025-09-30 33.495071 6.876494 59.960520
33 2025-10-31 33.271945 4.805696 60.820592
34 2025-11-30 33.056017 4.783643 61.692233
Forecast for North America and Product 746:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.192769 2.036963 37.705241
31 2025-08-31 18.182073 1.163505 36.399859
32 2025-09-30 17.203979 0.221613 35.723143
33 2025-10-31 16.193283 -0.247797 33.453971
34 2025-11-30 15.215189 -2.595411 32.962471
14:16:08 - cmdstanpy - INFO - Chain [1] start processing 14:16:08 - cmdstanpy - INFO - Chain [1] done processing 14:16:08 - cmdstanpy - INFO - Chain [1] start processing 14:16:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 747:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.071558 3.374000 46.471935
31 2025-08-31 24.228245 3.637348 45.801396
32 2025-09-30 23.412136 2.603678 43.334733
33 2025-10-31 22.568823 1.879256 43.706532
34 2025-11-30 21.752713 2.746587 42.980415
Forecast for North America and Product 748:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.358241 15.402942 51.854611
31 2025-08-31 32.850957 13.318301 51.844157
32 2025-09-30 32.360036 12.748700 51.903001
33 2025-10-31 31.852751 14.107253 50.467546
34 2025-11-30 31.361830 13.772680 48.955667
14:16:09 - cmdstanpy - INFO - Chain [1] start processing 14:16:09 - cmdstanpy - INFO - Chain [1] done processing 14:16:09 - cmdstanpy - INFO - Chain [1] start processing 14:16:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 749:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.684857 19.779893 57.410122
31 2025-08-31 37.427496 17.474014 56.295358
32 2025-09-30 37.178437 17.949466 55.924068
33 2025-10-31 36.921076 17.229796 54.585314
34 2025-11-30 36.672017 15.778739 55.420130
Forecast for North America and Product 750:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.710526 10.870318 43.217666
31 2025-08-31 26.936999 11.075040 44.363577
32 2025-09-30 26.188423 10.895710 42.782355
33 2025-10-31 25.414895 9.132617 42.179138
34 2025-11-30 24.666320 7.896617 41.533666
14:16:09 - cmdstanpy - INFO - Chain [1] start processing 14:16:09 - cmdstanpy - INFO - Chain [1] done processing 14:16:09 - cmdstanpy - INFO - Chain [1] start processing 14:16:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 751:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.082792 14.353695 37.443510
31 2025-08-31 25.428955 13.296459 37.150368
32 2025-09-30 24.796210 13.249922 37.759834
33 2025-10-31 24.142374 12.864497 35.864480
34 2025-11-30 23.509629 12.162684 35.151427
Forecast for North America and Product 752:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.812297 17.445002 48.054390
31 2025-08-31 32.658663 16.503611 47.465589
32 2025-09-30 32.509984 18.411251 48.943362
33 2025-10-31 32.356350 16.513459 48.292872
34 2025-11-30 32.207671 15.441462 47.791889
14:16:09 - cmdstanpy - INFO - Chain [1] start processing 14:16:09 - cmdstanpy - INFO - Chain [1] done processing 14:16:09 - cmdstanpy - INFO - Chain [1] start processing 14:16:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 753:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.018165 22.143217 61.834178
31 2025-08-31 41.970400 20.731208 60.750026
32 2025-09-30 41.924176 23.360301 61.502869
33 2025-10-31 41.876411 23.267948 62.029532
34 2025-11-30 41.830187 23.579806 62.434078
14:16:10 - cmdstanpy - INFO - Chain [1] start processing 14:16:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 754:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.785186 19.765001 52.532207
31 2025-08-31 35.808138 19.366863 51.508179
32 2025-09-30 35.830350 19.952867 50.311681
33 2025-10-31 35.853302 19.725387 51.607617
34 2025-11-30 35.875513 20.062677 51.965029
Forecast for North America and Product 755:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.502228 21.787143 69.878313
31 2025-08-31 46.538029 22.430010 71.337599
32 2025-09-30 46.572675 24.240820 70.804468
33 2025-10-31 46.608476 21.332814 70.251882
34 2025-11-30 46.643122 22.801962 69.835619
14:16:10 - cmdstanpy - INFO - Chain [1] start processing 14:16:10 - cmdstanpy - INFO - Chain [1] done processing 14:16:10 - cmdstanpy - INFO - Chain [1] start processing 14:16:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 756:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.719932 12.373739 52.988413
31 2025-08-31 32.335139 10.910411 51.751657
32 2025-09-30 31.962759 11.007896 54.478356
33 2025-10-31 31.577967 9.260780 51.715176
34 2025-11-30 31.205587 9.001168 52.646562
Forecast for North America and Product 757:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.175618 12.166436 49.540383
31 2025-08-31 30.599336 10.589857 50.369610
32 2025-09-30 30.041643 10.938871 49.617572
33 2025-10-31 29.465360 9.940335 47.798191
34 2025-11-30 28.907667 9.225702 46.846835
14:16:10 - cmdstanpy - INFO - Chain [1] start processing 14:16:10 - cmdstanpy - INFO - Chain [1] done processing 14:16:10 - cmdstanpy - INFO - Chain [1] start processing 14:16:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 758:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.469150 13.072918 44.179570
31 2025-08-31 27.752911 11.154079 43.479030
32 2025-09-30 27.059777 10.605814 43.355966
33 2025-10-31 26.343538 10.690859 42.038498
34 2025-11-30 25.650403 10.563163 42.714499
Forecast for North America and Product 759:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.251025 35.086803 76.055656
31 2025-08-31 56.961472 37.733297 78.769731
32 2025-09-30 57.649002 39.047075 77.867280
33 2025-10-31 58.359449 38.799235 78.265759
34 2025-11-30 59.046978 39.053286 79.631707
14:16:11 - cmdstanpy - INFO - Chain [1] start processing 14:16:11 - cmdstanpy - INFO - Chain [1] done processing 14:16:11 - cmdstanpy - INFO - Chain [1] start processing 14:16:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 760:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.034837 33.876715 78.238144
31 2025-08-31 57.709501 35.003650 78.477792
32 2025-09-30 58.362401 33.733385 81.681323
33 2025-10-31 59.037065 36.604697 79.654567
34 2025-11-30 59.689965 36.100286 81.438659
Forecast for North America and Product 761:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.555969 17.661160 59.609761
31 2025-08-31 38.667968 17.719677 60.387391
32 2025-09-30 38.776353 17.242517 58.800984
33 2025-10-31 38.888352 19.382100 61.671627
34 2025-11-30 38.996738 17.259855 59.736781
14:16:11 - cmdstanpy - INFO - Chain [1] start processing 14:16:11 - cmdstanpy - INFO - Chain [1] done processing 14:16:11 - cmdstanpy - INFO - Chain [1] start processing 14:16:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 762:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.793224 23.609132 55.553201
31 2025-08-31 38.691817 22.478405 55.516999
32 2025-09-30 38.593681 22.713117 55.240009
33 2025-10-31 38.492274 22.881317 54.326445
34 2025-11-30 38.394138 21.749416 54.644780
Forecast for North America and Product 763:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.288039 21.064062 56.804633
31 2025-08-31 38.122642 19.403149 57.008842
32 2025-09-30 37.962582 21.222824 55.922487
33 2025-10-31 37.797185 18.440519 55.711807
34 2025-11-30 37.637124 20.467170 55.309579
14:16:11 - cmdstanpy - INFO - Chain [1] start processing 14:16:11 - cmdstanpy - INFO - Chain [1] done processing 14:16:11 - cmdstanpy - INFO - Chain [1] start processing 14:16:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 764:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.069875 19.907960 61.150899
31 2025-08-31 39.998429 20.554672 59.979006
32 2025-09-30 39.929289 19.791552 59.604745
33 2025-10-31 39.857844 20.444763 60.217275
34 2025-11-30 39.788703 19.973093 58.042935
Forecast for North America and Product 765:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.907930 7.955689 43.235588
31 2025-08-31 24.387170 7.300159 42.373626
32 2025-09-30 23.883209 5.344070 42.408416
33 2025-10-31 23.362449 5.268174 41.290586
34 2025-11-30 22.858487 5.221082 39.837884
14:16:12 - cmdstanpy - INFO - Chain [1] start processing 14:16:12 - cmdstanpy - INFO - Chain [1] done processing 14:16:12 - cmdstanpy - INFO - Chain [1] start processing 14:16:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 766:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.235608 29.571791 72.287553
31 2025-08-31 51.770158 31.121600 73.370798
32 2025-09-30 52.287465 31.110529 73.161975
33 2025-10-31 52.822015 32.302478 73.290948
34 2025-11-30 53.339321 32.360526 73.819419
Forecast for North America and Product 767:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.713233 42.570103 78.965128
31 2025-08-31 60.751124 42.495993 78.538512
32 2025-09-30 61.755536 43.623317 79.289301
33 2025-10-31 62.793428 45.506311 81.091953
34 2025-11-30 63.797839 47.492913 81.897597
14:16:12 - cmdstanpy - INFO - Chain [1] start processing 14:16:12 - cmdstanpy - INFO - Chain [1] done processing 14:16:12 - cmdstanpy - INFO - Chain [1] start processing 14:16:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 768:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.100716 21.395663 57.341761
31 2025-08-31 39.069018 22.350333 56.714086
32 2025-09-30 39.038341 21.863447 55.872194
33 2025-10-31 39.006643 21.533850 57.163040
34 2025-11-30 38.975966 20.276850 55.410678
Forecast for North America and Product 769:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.202540 25.442433 59.711865
31 2025-08-31 43.209228 24.830721 60.429916
32 2025-09-30 43.215700 26.119009 59.302462
33 2025-10-31 43.222388 26.264633 59.999755
34 2025-11-30 43.228860 25.280459 60.916792
14:16:12 - cmdstanpy - INFO - Chain [1] start processing 14:16:12 - cmdstanpy - INFO - Chain [1] done processing 14:16:13 - cmdstanpy - INFO - Chain [1] start processing 14:16:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 770:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.687870 21.573053 78.506646
31 2025-08-31 49.855224 20.909130 78.632902
32 2025-09-30 50.017180 21.915102 79.638354
33 2025-10-31 50.184535 21.559811 79.118782
34 2025-11-30 50.346491 20.856519 78.572223
Forecast for North America and Product 771:
ds yhat yhat_lower yhat_upper
30 2025-07-31 68.368828 41.017657 94.304162
31 2025-08-31 69.439669 42.888128 95.395456
32 2025-09-30 70.475966 45.140416 97.628616
33 2025-10-31 71.546807 45.711193 96.135468
34 2025-11-30 72.583104 46.431650 97.714915
14:16:13 - cmdstanpy - INFO - Chain [1] start processing 14:16:13 - cmdstanpy - INFO - Chain [1] done processing 14:16:13 - cmdstanpy - INFO - Chain [1] start processing 14:16:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 772:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.000009 14.666141 55.870635
31 2025-08-31 34.592334 15.369856 54.998737
32 2025-09-30 34.197810 15.348784 54.305986
33 2025-10-31 33.790135 13.514260 53.603545
34 2025-11-30 33.395610 13.342712 53.058003
Forecast for North America and Product 773:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.552225 6.983112 50.059847
31 2025-08-31 26.867125 6.246485 48.154580
32 2025-09-30 26.204125 6.923212 47.508065
33 2025-10-31 25.519025 4.124359 45.893630
34 2025-11-30 24.856025 1.739346 44.761062
14:16:13 - cmdstanpy - INFO - Chain [1] start processing 14:16:13 - cmdstanpy - INFO - Chain [1] done processing 14:16:13 - cmdstanpy - INFO - Chain [1] start processing 14:16:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 774:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.983281 22.343854 74.827636
31 2025-08-31 48.267575 19.664368 73.310746
32 2025-09-30 48.542697 23.267877 75.014439
33 2025-10-31 48.826991 22.369044 73.859543
34 2025-11-30 49.102113 21.067146 74.993496
Forecast for North America and Product 775:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.247340 9.958035 46.184001
31 2025-08-31 27.787714 9.285906 47.528262
32 2025-09-30 27.342916 8.749829 45.058376
33 2025-10-31 26.883291 10.035937 46.718204
34 2025-11-30 26.438492 8.072212 45.319587
14:16:13 - cmdstanpy - INFO - Chain [1] start processing 14:16:13 - cmdstanpy - INFO - Chain [1] done processing 14:16:14 - cmdstanpy - INFO - Chain [1] start processing 14:16:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 776:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.880918 21.132292 59.177759
31 2025-08-31 39.772046 19.615660 59.889326
32 2025-09-30 39.666686 18.255820 59.891748
33 2025-10-31 39.557813 19.561735 60.061286
34 2025-11-30 39.452453 20.076175 59.661672
Forecast for North America and Product 777:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.332436 19.837833 54.905961
31 2025-08-31 37.572698 18.433546 55.060718
32 2025-09-30 37.805209 20.985217 54.110149
33 2025-10-31 38.045470 21.144623 56.683068
34 2025-11-30 38.277981 21.197185 56.504091
14:16:14 - cmdstanpy - INFO - Chain [1] start processing 14:16:14 - cmdstanpy - INFO - Chain [1] done processing 14:16:14 - cmdstanpy - INFO - Chain [1] start processing 14:16:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 778:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.893175 9.152878 46.042309
31 2025-08-31 27.419212 9.408649 45.661998
32 2025-09-30 26.960539 9.534857 43.949724
33 2025-10-31 26.486575 7.891602 44.532221
34 2025-11-30 26.027902 9.070185 43.536392
Forecast for North America and Product 779:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.362199 8.604690 49.707818
31 2025-08-31 27.859787 7.605442 47.026984
32 2025-09-30 27.373581 8.161532 46.754199
33 2025-10-31 26.871169 8.214914 46.202655
34 2025-11-30 26.384963 7.817173 46.635802
14:16:14 - cmdstanpy - INFO - Chain [1] start processing 14:16:14 - cmdstanpy - INFO - Chain [1] done processing 14:16:14 - cmdstanpy - INFO - Chain [1] start processing 14:16:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 780:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.402622 30.832524 71.602086
31 2025-08-31 51.790546 32.100811 73.290324
32 2025-09-30 52.165957 32.633733 72.237980
33 2025-10-31 52.553882 32.939894 72.996790
34 2025-11-30 52.929292 33.718177 74.435829
Forecast for North America and Product 781:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.840192 16.764053 62.706805
31 2025-08-31 39.707917 17.982361 62.325993
32 2025-09-30 39.579909 17.584313 61.716855
33 2025-10-31 39.447634 17.121093 62.117958
34 2025-11-30 39.319626 16.377206 60.555417
14:16:15 - cmdstanpy - INFO - Chain [1] start processing 14:16:15 - cmdstanpy - INFO - Chain [1] done processing 14:16:15 - cmdstanpy - INFO - Chain [1] start processing 14:16:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 782:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.818689 16.344650 58.779958
31 2025-08-31 37.658572 16.525183 58.342788
32 2025-09-30 37.503619 16.553060 59.665363
33 2025-10-31 37.343502 16.789924 57.927717
34 2025-11-30 37.188550 16.925655 58.827145
Forecast for North America and Product 783:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.801391 13.835651 61.630979
31 2025-08-31 37.683786 14.183474 62.770344
32 2025-09-30 37.569975 14.250102 60.350888
33 2025-10-31 37.452370 14.887399 61.429141
34 2025-11-30 37.338558 14.169533 62.531960
14:16:15 - cmdstanpy - INFO - Chain [1] start processing 14:16:15 - cmdstanpy - INFO - Chain [1] done processing 14:16:15 - cmdstanpy - INFO - Chain [1] start processing 14:16:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 784:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.937342 16.062110 56.529449
31 2025-08-31 35.812147 15.801975 56.093191
32 2025-09-30 35.690989 17.532136 56.435581
33 2025-10-31 35.565793 17.016665 55.068210
34 2025-11-30 35.444636 14.778841 54.182979
Forecast for North America and Product 785:
ds yhat yhat_lower yhat_upper
30 2025-07-31 61.937735 39.444097 83.162177
31 2025-08-31 62.487893 38.787039 87.159275
32 2025-09-30 63.020304 39.347965 86.923115
33 2025-10-31 63.570462 38.778260 86.832215
34 2025-11-30 64.102874 39.870086 87.301051
14:16:15 - cmdstanpy - INFO - Chain [1] start processing 14:16:15 - cmdstanpy - INFO - Chain [1] done processing 14:16:15 - cmdstanpy - INFO - Chain [1] start processing 14:16:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 786:
ds yhat yhat_lower yhat_upper
29 2025-07-31 33.822907 12.356410 54.401791
30 2025-08-31 33.401053 12.085564 55.392712
31 2025-09-30 32.992807 11.075013 54.142718
32 2025-10-31 32.570952 9.780678 54.263323
33 2025-11-30 32.162706 9.420149 54.935560
Forecast for North America and Product 787:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.501415 4.160310 56.663510
31 2025-08-31 28.868879 1.843458 55.277807
32 2025-09-30 28.256748 1.972216 53.747031
33 2025-10-31 27.624212 4.374297 53.982746
34 2025-11-30 27.012081 1.291389 52.750633
14:16:16 - cmdstanpy - INFO - Chain [1] start processing 14:16:16 - cmdstanpy - INFO - Chain [1] done processing 14:16:16 - cmdstanpy - INFO - Chain [1] start processing 14:16:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 788:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.831016 18.268367 71.275913
31 2025-08-31 45.998251 20.142759 71.335202
32 2025-09-30 46.160091 18.652848 74.176862
33 2025-10-31 46.327326 19.446675 73.127577
34 2025-11-30 46.489166 20.703961 73.666139
Forecast for North America and Product 789:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.352871 23.588018 60.886003
31 2025-08-31 42.537398 24.292481 59.081857
32 2025-09-30 42.715973 25.055054 61.776592
33 2025-10-31 42.900501 24.201380 61.119627
34 2025-11-30 43.079076 25.047406 60.202853
14:16:16 - cmdstanpy - INFO - Chain [1] start processing 14:16:16 - cmdstanpy - INFO - Chain [1] done processing 14:16:16 - cmdstanpy - INFO - Chain [1] start processing 14:16:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 790:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.452861 16.831337 66.438093
31 2025-08-31 41.178747 17.273651 67.317188
32 2025-09-30 40.913475 16.837415 64.721689
33 2025-10-31 40.639361 15.285547 66.730214
34 2025-11-30 40.374089 14.293030 66.079171
Forecast for North America and Product 791:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.997863 22.510737 58.724086
31 2025-08-31 41.021584 21.927746 59.658479
32 2025-09-30 41.044540 23.068897 59.223443
33 2025-10-31 41.068260 23.657826 58.829837
34 2025-11-30 41.091216 22.794322 58.699197
14:16:16 - cmdstanpy - INFO - Chain [1] start processing 14:16:16 - cmdstanpy - INFO - Chain [1] done processing 14:16:16 - cmdstanpy - INFO - Chain [1] start processing 14:16:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 792:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.645448 16.110467 48.180088
31 2025-08-31 32.305363 16.426472 47.707583
32 2025-09-30 31.976247 16.044506 48.105424
33 2025-10-31 31.636162 15.210454 48.976548
34 2025-11-30 31.307046 16.276180 48.776654
Forecast for North America and Product 793:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.885282 26.948675 59.747156
31 2025-08-31 42.970970 25.203310 59.113890
32 2025-09-30 43.053894 26.493282 60.231720
33 2025-10-31 43.139582 26.866842 60.237369
34 2025-11-30 43.222506 26.730131 61.630492
14:16:17 - cmdstanpy - INFO - Chain [1] start processing 14:16:17 - cmdstanpy - INFO - Chain [1] done processing 14:16:17 - cmdstanpy - INFO - Chain [1] start processing 14:16:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 794:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.776348 28.500804 64.105619
31 2025-08-31 45.677061 26.910811 63.452333
32 2025-09-30 45.580976 27.976922 63.144701
33 2025-10-31 45.481688 28.696718 64.077094
34 2025-11-30 45.385603 28.485539 61.971065
Forecast for North America and Product 795:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.396813 31.215390 59.069963
31 2025-08-31 45.503519 31.110974 59.754304
32 2025-09-30 45.606782 30.675921 60.108261
33 2025-10-31 45.713488 30.956975 56.961660
34 2025-11-30 45.816751 32.033622 59.094490
14:16:17 - cmdstanpy - INFO - Chain [1] start processing 14:16:17 - cmdstanpy - INFO - Chain [1] done processing 14:16:17 - cmdstanpy - INFO - Chain [1] start processing 14:16:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 796:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.298484 11.842270 50.908338
31 2025-08-31 30.766243 10.790972 51.758962
32 2025-09-30 30.251171 9.752537 51.050618
33 2025-10-31 29.718929 8.749308 49.510750
34 2025-11-30 29.203857 6.665357 49.937197
Forecast for North America and Product 797:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.545470 16.871663 60.664232
31 2025-08-31 38.168978 17.808584 58.888966
32 2025-09-30 37.804631 16.534707 58.029575
33 2025-10-31 37.428139 15.794321 59.397933
34 2025-11-30 37.063792 17.289623 58.760349
14:16:17 - cmdstanpy - INFO - Chain [1] start processing 14:16:17 - cmdstanpy - INFO - Chain [1] done processing 14:16:17 - cmdstanpy - INFO - Chain [1] start processing 14:16:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 798:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.396555 32.651805 65.083814
31 2025-08-31 49.953119 34.103440 65.748171
32 2025-09-30 50.491730 33.567413 68.541410
33 2025-10-31 51.048294 33.970731 67.580271
34 2025-11-30 51.586905 34.975603 69.798566
Forecast for North America and Product 799:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.100365 16.393104 50.784787
31 2025-08-31 33.954553 16.881254 52.258562
32 2025-09-30 33.813445 16.356555 50.143989
33 2025-10-31 33.667633 17.802447 51.843214
34 2025-11-30 33.526524 16.407132 49.769014
14:16:18 - cmdstanpy - INFO - Chain [1] start processing 14:16:18 - cmdstanpy - INFO - Chain [1] done processing 14:16:18 - cmdstanpy - INFO - Chain [1] start processing 14:16:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 800:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.960754 26.851332 65.912528
31 2025-08-31 45.874434 24.642194 65.268671
32 2025-09-30 45.790898 25.983254 66.351359
33 2025-10-31 45.704578 26.094930 67.911125
34 2025-11-30 45.621043 28.613884 65.964018
Forecast for North America and Product 801:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.361012 10.991190 46.724521
31 2025-08-31 28.944610 10.628847 46.461766
32 2025-09-30 28.541641 9.436217 46.203345
33 2025-10-31 28.125239 11.082278 47.235834
34 2025-11-30 27.722270 8.737144 46.383485
14:16:18 - cmdstanpy - INFO - Chain [1] start processing 14:16:18 - cmdstanpy - INFO - Chain [1] done processing 14:16:18 - cmdstanpy - INFO - Chain [1] start processing 14:16:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 802:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.638774 2.005435 46.403046
31 2025-08-31 23.892210 1.498052 43.769712
32 2025-09-30 23.169729 2.175549 45.528170
33 2025-10-31 22.423166 -1.765237 44.389517
34 2025-11-30 21.700685 -0.890812 44.540708
Forecast for North America and Product 803:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.275451 22.386090 66.391593
31 2025-08-31 44.400947 21.624099 66.267128
32 2025-09-30 44.522395 21.766379 65.920263
33 2025-10-31 44.647892 22.461360 68.567765
34 2025-11-30 44.769340 23.216054 68.881187
14:16:18 - cmdstanpy - INFO - Chain [1] start processing 14:16:18 - cmdstanpy - INFO - Chain [1] done processing 14:16:19 - cmdstanpy - INFO - Chain [1] start processing 14:16:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 804:
ds yhat yhat_lower yhat_upper
30 2025-07-31 10.315820 -9.312664 30.384794
31 2025-08-31 8.846357 -10.963969 28.880238
32 2025-09-30 7.424296 -9.214619 27.562527
33 2025-10-31 5.954833 -12.062468 24.358928
34 2025-11-30 4.532772 -15.057351 23.015947
Forecast for North America and Product 805:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.397920 32.101738 73.925624
31 2025-08-31 54.053348 32.056611 74.622792
32 2025-09-30 54.687633 32.602761 74.282147
33 2025-10-31 55.343060 35.601560 76.241574
34 2025-11-30 55.977345 33.861951 76.398657
14:16:19 - cmdstanpy - INFO - Chain [1] start processing 14:16:19 - cmdstanpy - INFO - Chain [1] done processing 14:16:19 - cmdstanpy - INFO - Chain [1] start processing 14:16:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 806:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.420123 27.167975 61.610106
31 2025-08-31 44.588445 26.025461 64.346071
32 2025-09-30 44.751337 25.138019 63.555205
33 2025-10-31 44.919659 25.857605 62.695983
34 2025-11-30 45.082551 26.229285 63.527057
Forecast for North America and Product 807:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.106345 18.451254 58.583414
31 2025-08-31 37.907021 15.594444 59.542905
32 2025-09-30 37.714128 17.213320 56.756329
33 2025-10-31 37.514804 16.802116 56.734265
34 2025-11-30 37.321910 17.449276 58.195226
14:16:19 - cmdstanpy - INFO - Chain [1] start processing 14:16:19 - cmdstanpy - INFO - Chain [1] done processing 14:16:19 - cmdstanpy - INFO - Chain [1] start processing 14:16:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 808:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.794270 15.155687 55.495832
31 2025-08-31 35.534082 14.047785 55.101810
32 2025-09-30 35.282288 15.328103 55.596837
33 2025-10-31 35.022101 13.858689 56.361868
34 2025-11-30 34.770306 15.962754 55.878961
Forecast for North America and Product 809:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.763713 36.136048 71.046031
31 2025-08-31 55.627200 38.106009 71.314814
32 2025-09-30 56.462833 39.549551 73.605577
33 2025-10-31 57.326321 40.933476 74.025549
34 2025-11-30 58.161954 40.252540 76.100240
14:16:19 - cmdstanpy - INFO - Chain [1] start processing 14:16:20 - cmdstanpy - INFO - Chain [1] done processing 14:16:20 - cmdstanpy - INFO - Chain [1] start processing 14:16:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 810:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.699599 31.711947 76.245151
31 2025-08-31 54.494593 32.238766 76.888773
32 2025-09-30 55.263941 31.913380 76.459453
33 2025-10-31 56.058935 35.468311 77.281275
34 2025-11-30 56.828284 34.628670 78.525372
Forecast for North America and Product 811:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.129137 28.836393 67.000082
31 2025-08-31 49.615662 30.307932 68.212558
32 2025-09-30 50.086493 30.701855 70.454774
33 2025-10-31 50.573019 31.899282 69.820586
34 2025-11-30 51.043850 30.326895 70.283344
14:16:20 - cmdstanpy - INFO - Chain [1] start processing 14:16:20 - cmdstanpy - INFO - Chain [1] done processing 14:16:20 - cmdstanpy - INFO - Chain [1] start processing 14:16:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 812:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.937213 9.329576 46.286362
31 2025-08-31 27.417764 7.662340 45.320505
32 2025-09-30 26.915071 9.144178 45.120773
33 2025-10-31 26.395622 8.689369 45.045096
34 2025-11-30 25.892929 7.149064 44.404231
Forecast for North America and Product 813:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.652081 18.762386 62.564145
31 2025-08-31 40.517072 17.019575 63.737711
32 2025-09-30 40.386418 18.837762 63.514976
33 2025-10-31 40.251408 19.328574 61.553213
34 2025-11-30 40.120754 19.531144 61.446967
14:16:20 - cmdstanpy - INFO - Chain [1] start processing 14:16:20 - cmdstanpy - INFO - Chain [1] done processing 14:16:20 - cmdstanpy - INFO - Chain [1] start processing 14:16:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 814:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.587699 11.410414 47.903136
31 2025-08-31 28.791893 10.570632 48.303858
32 2025-09-30 28.021759 9.023522 46.845867
33 2025-10-31 27.225953 7.453172 45.969191
34 2025-11-30 26.455818 7.797678 43.964865
Forecast for North America and Product 815:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.955535 18.016732 54.877183
31 2025-08-31 36.897368 20.570032 54.468470
32 2025-09-30 36.841077 19.019336 54.461461
33 2025-10-31 36.782910 19.197092 53.951166
34 2025-11-30 36.726619 20.941558 52.644846
14:16:20 - cmdstanpy - INFO - Chain [1] start processing 14:16:21 - cmdstanpy - INFO - Chain [1] done processing 14:16:21 - cmdstanpy - INFO - Chain [1] start processing 14:16:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 816:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.276121 38.926548 72.409994
31 2025-08-31 57.187120 40.483186 72.803156
32 2025-09-30 58.068732 41.840475 74.694365
33 2025-10-31 58.979731 42.238753 76.991032
34 2025-11-30 59.861344 42.589266 75.701301
Forecast for North America and Product 817:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.356586 7.233035 51.255810
31 2025-08-31 27.867333 5.817334 50.352876
32 2025-09-30 27.393863 4.731450 46.555890
33 2025-10-31 26.904610 6.288919 47.937718
34 2025-11-30 26.431139 4.295052 46.775935
14:16:21 - cmdstanpy - INFO - Chain [1] start processing 14:16:21 - cmdstanpy - INFO - Chain [1] done processing 14:16:21 - cmdstanpy - INFO - Chain [1] start processing 14:16:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 818:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.821905 27.067164 68.525409
31 2025-08-31 48.290224 26.942236 69.674615
32 2025-09-30 48.743436 26.931269 70.217595
33 2025-10-31 49.211756 28.755130 71.383743
34 2025-11-30 49.664968 29.002556 71.410673
Forecast for North America and Product 819:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.295711 9.924908 52.404989
31 2025-08-31 30.852705 8.256483 51.405148
32 2025-09-30 30.423989 9.574764 53.004148
33 2025-10-31 29.980983 8.956229 51.708298
34 2025-11-30 29.552267 8.963177 50.323399
14:16:21 - cmdstanpy - INFO - Chain [1] start processing 14:16:21 - cmdstanpy - INFO - Chain [1] done processing 14:16:21 - cmdstanpy - INFO - Chain [1] start processing 14:16:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 820:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.811386 20.257557 55.643802
31 2025-08-31 36.645313 17.643268 55.444977
32 2025-09-30 36.484597 18.258597 53.755890
33 2025-10-31 36.318524 19.865742 53.999020
34 2025-11-30 36.157808 17.257805 54.169834
Forecast for North America and Product 821:
ds yhat yhat_lower yhat_upper
30 2025-07-31 14.573861 -4.832909 33.044588
31 2025-08-31 13.307905 -5.837207 31.442813
32 2025-09-30 12.082787 -5.237471 31.419773
33 2025-10-31 10.816831 -6.976967 29.486911
34 2025-11-30 9.591713 -8.467903 28.006956
14:16:22 - cmdstanpy - INFO - Chain [1] start processing 14:16:22 - cmdstanpy - INFO - Chain [1] done processing 14:16:22 - cmdstanpy - INFO - Chain [1] start processing 14:16:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 822:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.531141 25.776818 61.659958
31 2025-08-31 42.764885 24.716296 61.238535
32 2025-09-30 42.991089 24.394989 61.610304
33 2025-10-31 43.224833 26.259456 62.940616
34 2025-11-30 43.451036 24.191961 62.575642
Forecast for North America and Product 823:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.512344 8.502683 49.128500
31 2025-08-31 27.970908 9.184831 49.579310
32 2025-09-30 27.446938 9.501809 47.511885
33 2025-10-31 26.905502 7.633966 45.755630
34 2025-11-30 26.381532 4.095783 46.493958
14:16:22 - cmdstanpy - INFO - Chain [1] start processing 14:16:22 - cmdstanpy - INFO - Chain [1] done processing 14:16:22 - cmdstanpy - INFO - Chain [1] start processing 14:16:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 824:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.728224 18.160810 46.605636
31 2025-08-31 31.366756 16.185443 46.032093
32 2025-09-30 31.016948 16.621837 45.233231
33 2025-10-31 30.655481 17.105087 44.561417
34 2025-11-30 30.305673 16.116855 43.769535
Forecast for North America and Product 825:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.998438 17.778307 71.665027
31 2025-08-31 45.016040 18.375543 72.994886
32 2025-09-30 45.033075 18.907349 72.129508
33 2025-10-31 45.050676 19.223737 72.265141
34 2025-11-30 45.067711 18.746718 72.115061
14:16:22 - cmdstanpy - INFO - Chain [1] start processing 14:16:23 - cmdstanpy - INFO - Chain [1] done processing 14:16:23 - cmdstanpy - INFO - Chain [1] start processing 14:16:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 826:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.311388 20.129663 54.263603
31 2025-08-31 37.162716 19.694386 53.909455
32 2025-09-30 37.018840 19.197331 54.439858
33 2025-10-31 36.870169 18.438905 53.841677
34 2025-11-30 36.726293 18.861218 53.133076
Forecast for North America and Product 827:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.308979 28.981781 51.061893
31 2025-08-31 40.409516 28.473440 51.574768
32 2025-09-30 40.506809 28.656015 52.064849
33 2025-10-31 40.607346 29.337014 51.607842
34 2025-11-30 40.704640 30.229147 52.784206
14:16:23 - cmdstanpy - INFO - Chain [1] start processing 14:16:23 - cmdstanpy - INFO - Chain [1] done processing 14:16:23 - cmdstanpy - INFO - Chain [1] start processing 14:16:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 828:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.937343 17.551397 60.987569
31 2025-08-31 37.781905 18.321194 58.524348
32 2025-09-30 37.631481 16.114629 56.958421
33 2025-10-31 37.476043 18.283722 57.984623
34 2025-11-30 37.325619 17.395464 59.894476
Forecast for North America and Product 829:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.603752 4.629781 48.811671
31 2025-08-31 26.291371 1.605599 47.434226
32 2025-09-30 25.989067 1.829464 47.980478
33 2025-10-31 25.676686 2.298392 47.643384
34 2025-11-30 25.374382 2.226972 48.710497
14:16:23 - cmdstanpy - INFO - Chain [1] start processing 14:16:23 - cmdstanpy - INFO - Chain [1] done processing 14:16:23 - cmdstanpy - INFO - Chain [1] start processing 14:16:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 830:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.028734 3.795568 48.644465
31 2025-08-31 26.438583 4.360247 47.997375
32 2025-09-30 25.867469 5.300749 47.484221
33 2025-10-31 25.277317 5.115824 48.002863
34 2025-11-30 24.706203 2.786026 46.049384
14:16:24 - cmdstanpy - INFO - Chain [1] start processing 14:16:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 831:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.151716 4.883123 47.226748
31 2025-08-31 25.293139 3.175672 44.710293
32 2025-09-30 24.462258 2.339271 44.615220
33 2025-10-31 23.603681 2.698338 44.677585
34 2025-11-30 22.772801 -0.484040 43.976869
14:16:24 - cmdstanpy - INFO - Chain [1] start processing 14:16:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 832:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.898013 14.698443 57.686462
31 2025-08-31 34.757319 12.826339 55.319132
32 2025-09-30 34.621163 13.314029 55.728524
33 2025-10-31 34.480469 13.851870 55.077377
34 2025-11-30 34.344313 13.456969 55.396928
Forecast for North America and Product 833:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.984466 14.716750 50.496298
31 2025-08-31 31.620324 13.672860 48.760323
32 2025-09-30 31.267928 13.142644 50.405438
33 2025-10-31 30.903785 13.762315 48.258126
34 2025-11-30 30.551389 13.169541 48.985541
14:16:24 - cmdstanpy - INFO - Chain [1] start processing 14:16:24 - cmdstanpy - INFO - Chain [1] done processing 14:16:24 - cmdstanpy - INFO - Chain [1] start processing 14:16:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 834:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.560959 20.800779 51.324231
31 2025-08-31 36.256382 21.449252 52.581511
32 2025-09-30 35.961630 21.136412 51.759842
33 2025-10-31 35.657054 21.179187 50.476169
34 2025-11-30 35.362302 18.257731 50.447410
Forecast for North America and Product 835:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.275225 8.346870 45.541300
31 2025-08-31 25.742607 7.096588 44.471683
32 2025-09-30 25.227170 6.729545 44.025672
33 2025-10-31 24.694551 6.164629 43.270665
34 2025-11-30 24.179114 5.950979 42.177812
14:16:24 - cmdstanpy - INFO - Chain [1] start processing 14:16:24 - cmdstanpy - INFO - Chain [1] done processing 14:16:24 - cmdstanpy - INFO - Chain [1] start processing 14:16:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 836:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.385337 26.862195 67.451534
31 2025-08-31 48.586269 28.282142 68.564435
32 2025-09-30 48.780720 28.147989 68.906515
33 2025-10-31 48.981652 28.543638 69.866390
34 2025-11-30 49.176103 29.678849 68.982747
Forecast for North America and Product 837:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.114845 29.868808 60.305682
31 2025-08-31 45.452037 27.409041 61.023861
32 2025-09-30 45.778351 30.644382 61.602440
33 2025-10-31 46.115542 30.291706 62.933595
34 2025-11-30 46.441856 29.245531 62.462416
14:16:25 - cmdstanpy - INFO - Chain [1] start processing 14:16:25 - cmdstanpy - INFO - Chain [1] done processing 14:16:25 - cmdstanpy - INFO - Chain [1] start processing 14:16:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 838:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.245769 23.853096 65.352373
31 2025-08-31 44.498877 24.309140 66.314446
32 2025-09-30 44.743820 25.620218 65.685788
33 2025-10-31 44.996928 25.301519 65.571236
34 2025-11-30 45.241872 24.618865 65.354138
Forecast for North America and Product 839:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.426773 33.372971 68.824859
31 2025-08-31 52.113809 33.264396 68.748321
32 2025-09-30 52.778683 34.911276 71.051149
33 2025-10-31 53.465720 35.409112 71.121124
34 2025-11-30 54.130594 36.802500 70.144585
14:16:25 - cmdstanpy - INFO - Chain [1] start processing 14:16:25 - cmdstanpy - INFO - Chain [1] done processing 14:16:25 - cmdstanpy - INFO - Chain [1] start processing 14:16:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 840:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.233373 7.782078 50.276764
31 2025-08-31 28.952715 6.639370 50.727086
32 2025-09-30 28.681112 8.785596 52.187801
33 2025-10-31 28.400454 5.455815 49.688441
34 2025-11-30 28.128850 6.840189 49.781636
Forecast for North America and Product 841:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.999483 19.932602 60.861640
31 2025-08-31 40.181318 19.340893 60.902940
32 2025-09-30 40.357287 19.362530 60.634564
33 2025-10-31 40.539122 19.473103 59.696469
34 2025-11-30 40.715091 20.602592 62.836609
14:16:25 - cmdstanpy - INFO - Chain [1] start processing 14:16:25 - cmdstanpy - INFO - Chain [1] done processing 14:16:26 - cmdstanpy - INFO - Chain [1] start processing 14:16:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 842:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.492963 3.087698 46.992006
31 2025-08-31 24.632940 3.117183 45.035285
32 2025-09-30 23.800660 3.624971 47.926969
33 2025-10-31 22.940637 1.917446 44.084345
34 2025-11-30 22.108357 0.347947 43.609606
Forecast for North America and Product 843:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.960403 14.492855 46.063155
31 2025-08-31 29.499376 14.646285 45.816383
32 2025-09-30 29.053221 13.547282 44.978788
33 2025-10-31 28.592194 12.273921 44.285746
34 2025-11-30 28.146039 11.944647 43.341174
14:16:26 - cmdstanpy - INFO - Chain [1] start processing 14:16:26 - cmdstanpy - INFO - Chain [1] done processing 14:16:26 - cmdstanpy - INFO - Chain [1] start processing 14:16:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 844:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.500846 39.973617 74.904757
31 2025-08-31 58.285369 39.881220 74.518834
32 2025-09-30 59.044586 41.546138 76.268446
33 2025-10-31 59.829109 42.042129 77.006042
34 2025-11-30 60.588325 44.086866 78.481558
14:16:26 - cmdstanpy - INFO - Chain [1] start processing 14:16:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 845:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.040622 18.708446 42.887865
31 2025-08-31 30.821582 19.276134 42.059223
32 2025-09-30 30.609607 18.863956 42.998415
33 2025-10-31 30.390567 17.914921 43.009511
34 2025-11-30 30.178593 18.237281 43.279788
Forecast for North America and Product 846:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.453342 7.548191 46.828034
31 2025-08-31 25.781080 6.442876 44.944649
32 2025-09-30 25.130503 4.976151 45.209695
33 2025-10-31 24.458241 5.636462 44.802678
34 2025-11-30 23.807664 3.061228 42.162410
14:16:27 - cmdstanpy - INFO - Chain [1] start processing 14:16:27 - cmdstanpy - INFO - Chain [1] done processing 14:16:27 - cmdstanpy - INFO - Chain [1] start processing 14:16:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 847:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.975034 23.250294 64.185332
31 2025-08-31 43.155642 23.575587 63.092239
32 2025-09-30 43.330423 23.337981 63.970711
33 2025-10-31 43.511030 22.408071 63.640929
34 2025-11-30 43.685811 22.192593 62.881529
14:16:27 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 848:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.638755 27.070981 70.549457
31 2025-08-31 49.059368 26.878200 72.430185
32 2025-09-30 49.466414 28.024201 71.244989
33 2025-10-31 49.887027 26.827058 73.059815
34 2025-11-30 50.294073 29.539446 70.168192
14:16:27 - cmdstanpy - INFO - Chain [1] done processing 14:16:27 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 849:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.232834 28.718822 65.212697
31 2025-08-31 46.574732 28.374287 64.995780
32 2025-09-30 46.905601 28.610129 64.027542
33 2025-10-31 47.247499 30.074993 65.476201
34 2025-11-30 47.578368 29.301453 65.624764
14:16:28 - cmdstanpy - INFO - Chain [1] done processing 14:16:28 - cmdstanpy - INFO - Chain [1] start processing 14:16:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 850:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.087202 7.251086 42.396068
31 2025-08-31 24.013348 7.074682 40.452247
32 2025-09-30 22.974135 5.490159 38.981200
33 2025-10-31 21.900282 3.756867 38.228295
34 2025-11-30 20.861069 3.702646 37.467059
Forecast for North America and Product 851:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.414048 13.820923 65.212571
31 2025-08-31 39.563872 13.936515 65.207959
32 2025-09-30 39.708863 15.461560 64.636944
33 2025-10-31 39.858687 14.598084 64.612148
34 2025-11-30 40.003678 15.354008 66.534130
14:16:28 - cmdstanpy - INFO - Chain [1] start processing 14:16:28 - cmdstanpy - INFO - Chain [1] done processing 14:16:28 - cmdstanpy - INFO - Chain [1] start processing 14:16:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 852:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.861950 22.154518 51.632768
31 2025-08-31 37.942768 24.192494 51.478764
32 2025-09-30 38.020979 22.779572 50.838701
33 2025-10-31 38.101796 23.480709 51.306198
34 2025-11-30 38.180007 24.093920 52.329846
Forecast for North America and Product 853:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.323678 36.104030 81.750479
31 2025-08-31 59.112486 36.183372 83.265097
32 2025-09-30 59.875849 36.779662 81.874596
33 2025-10-31 60.664657 37.890965 81.476735
34 2025-11-30 61.428019 38.922075 83.616139
14:16:28 - cmdstanpy - INFO - Chain [1] start processing 14:16:28 - cmdstanpy - INFO - Chain [1] done processing 14:16:28 - cmdstanpy - INFO - Chain [1] start processing 14:16:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 854:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.732785 30.323664 67.825568
31 2025-08-31 50.240702 29.919957 68.237018
32 2025-09-30 50.732235 31.587287 70.861111
33 2025-10-31 51.240152 33.673588 70.103911
34 2025-11-30 51.731685 31.273436 70.861031
Forecast for North America and Product 855:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.102430 22.826790 56.493179
31 2025-08-31 39.133700 21.920853 55.916785
32 2025-09-30 39.163960 21.545159 56.809627
33 2025-10-31 39.195230 23.437309 56.748053
34 2025-11-30 39.225491 23.389989 56.810127
14:16:29 - cmdstanpy - INFO - Chain [1] start processing 14:16:29 - cmdstanpy - INFO - Chain [1] done processing 14:16:29 - cmdstanpy - INFO - Chain [1] start processing 14:16:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 856:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.562307 8.201474 49.083086
31 2025-08-31 26.872679 7.024194 48.175087
32 2025-09-30 26.205297 7.348844 45.678404
33 2025-10-31 25.515669 5.620787 46.166767
34 2025-11-30 24.848287 6.550558 44.948238
14:16:29 - cmdstanpy - INFO - Chain [1] start processing 14:16:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 857:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.601129 20.335262 59.231973
31 2025-08-31 40.641767 20.017671 61.307081
32 2025-09-30 40.681093 20.624047 61.349752
33 2025-10-31 40.721731 21.952421 61.467614
34 2025-11-30 40.761058 20.446900 59.966834
Forecast for North America and Product 858:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.451209 29.701815 65.011379
31 2025-08-31 48.647116 31.725320 65.841523
32 2025-09-30 48.836703 31.728702 65.802382
33 2025-10-31 49.032610 32.100203 64.793390
34 2025-11-30 49.222198 32.840329 66.167420
14:16:30 - cmdstanpy - INFO - Chain [1] start processing 14:16:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 859:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.960615 21.268532 53.652591
31 2025-08-31 38.135422 23.009037 54.059395
32 2025-09-30 38.304590 23.486258 54.120343
33 2025-10-31 38.479397 22.344084 55.122846
34 2025-11-30 38.648565 22.935582 54.417571
14:16:30 - cmdstanpy - INFO - Chain [1] start processing 14:16:30 - cmdstanpy - INFO - Chain [1] done processing 14:16:31 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 860:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.124661 25.480095 63.242627
31 2025-08-31 44.244616 25.935887 63.687319
32 2025-09-30 44.360701 26.293233 63.514249
33 2025-10-31 44.480656 25.894453 63.004188
34 2025-11-30 44.596741 26.676922 63.376028
14:16:31 - cmdstanpy - INFO - Chain [1] done processing 14:16:31 - cmdstanpy - INFO - Chain [1] start processing 14:16:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 861:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.393006 27.054244 57.464375
31 2025-08-31 43.594018 27.661618 57.913585
32 2025-09-30 43.788546 27.433930 59.661266
33 2025-10-31 43.989558 28.949568 59.869432
34 2025-11-30 44.184086 29.342274 59.443985
Forecast for North America and Product 862:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.814754 10.880665 57.258444
31 2025-08-31 33.597056 12.747151 58.484500
32 2025-09-30 33.386381 11.364203 57.772430
33 2025-10-31 33.168684 9.219520 55.067237
34 2025-11-30 32.958008 9.297230 55.197124
14:16:31 - cmdstanpy - INFO - Chain [1] start processing 14:16:31 - cmdstanpy - INFO - Chain [1] done processing 14:16:31 - cmdstanpy - INFO - Chain [1] start processing 14:16:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 863:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.646320 5.557518 45.301439
31 2025-08-31 24.753149 4.932901 44.488983
32 2025-09-30 23.888790 3.662527 43.220564
33 2025-10-31 22.995620 4.772137 41.697094
34 2025-11-30 22.131261 2.372779 42.719562
Forecast for North America and Product 864:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.330903 5.819924 45.141352
31 2025-08-31 25.934273 7.529675 45.816493
32 2025-09-30 25.550438 5.733395 44.470028
33 2025-10-31 25.153808 6.322966 45.934190
34 2025-11-30 24.769972 5.360785 43.836784
14:16:31 - cmdstanpy - INFO - Chain [1] start processing 14:16:31 - cmdstanpy - INFO - Chain [1] done processing 14:16:31 - cmdstanpy - INFO - Chain [1] start processing 14:16:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 865:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.653247 13.825580 51.450107
31 2025-08-31 32.289806 12.887882 48.885255
32 2025-09-30 31.938088 14.228568 49.882632
33 2025-10-31 31.574647 14.251664 50.101620
34 2025-11-30 31.222930 13.984162 49.692144
Forecast for North America and Product 866:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.657419 19.515585 65.178666
31 2025-08-31 42.777242 20.269715 63.725543
32 2025-09-30 42.893201 20.173712 65.511639
33 2025-10-31 43.013024 17.630761 65.137125
34 2025-11-30 43.128983 22.988348 65.592519
14:16:32 - cmdstanpy - INFO - Chain [1] start processing 14:16:32 - cmdstanpy - INFO - Chain [1] done processing 14:16:32 - cmdstanpy - INFO - Chain [1] start processing 14:16:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 867:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.842988 33.541411 68.646025
31 2025-08-31 50.948640 32.544038 68.451985
32 2025-09-30 51.050884 32.315411 69.560584
33 2025-10-31 51.156536 34.142183 68.675595
34 2025-11-30 51.258781 32.930183 69.097606
Forecast for North America and Product 868:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.385838 16.676491 56.297929
31 2025-08-31 37.428197 18.800914 58.153207
32 2025-09-30 37.469190 18.007435 56.325339
33 2025-10-31 37.511548 19.314508 55.677152
34 2025-11-30 37.552541 18.255428 56.980446
14:16:32 - cmdstanpy - INFO - Chain [1] start processing 14:16:32 - cmdstanpy - INFO - Chain [1] done processing 14:16:32 - cmdstanpy - INFO - Chain [1] start processing 14:16:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 869:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.091050 22.728520 57.667170
31 2025-08-31 39.887204 21.258452 58.155425
32 2025-09-30 39.689933 21.564897 56.485483
33 2025-10-31 39.486087 20.501472 57.057869
34 2025-11-30 39.288816 20.676095 57.580541
Forecast for North America and Product 870:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.265612 41.026046 68.335816
31 2025-08-31 55.939168 41.785896 69.714041
32 2025-09-30 56.590996 42.581058 70.111208
33 2025-10-31 57.264552 43.395522 72.046534
34 2025-11-30 57.916381 43.627908 72.095950
14:16:32 - cmdstanpy - INFO - Chain [1] start processing 14:16:32 - cmdstanpy - INFO - Chain [1] done processing 14:16:33 - cmdstanpy - INFO - Chain [1] start processing 14:16:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 871:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.852157 28.320592 69.529757
31 2025-08-31 49.350137 27.929202 70.637761
32 2025-09-30 49.832052 27.522869 69.863323
33 2025-10-31 50.330032 28.592647 70.921525
34 2025-11-30 50.811948 29.865350 70.933582
Forecast for North America and Product 872:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.123480 15.236649 62.492635
31 2025-08-31 36.983522 12.889908 60.932358
32 2025-09-30 36.848079 12.335895 61.780072
33 2025-10-31 36.708121 13.442132 61.675781
34 2025-11-30 36.572679 12.258591 59.248806
14:16:33 - cmdstanpy - INFO - Chain [1] start processing 14:16:33 - cmdstanpy - INFO - Chain [1] done processing 14:16:33 - cmdstanpy - INFO - Chain [1] start processing 14:16:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 873:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.979742 11.609057 55.331027
31 2025-08-31 32.074675 11.981610 53.062000
32 2025-09-30 31.198803 11.019451 53.280418
33 2025-10-31 30.293736 7.288207 52.305476
34 2025-11-30 29.417865 9.582580 50.292110
Forecast for North America and Product 874:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.261788 8.468172 45.205592
31 2025-08-31 25.644245 7.515520 42.611284
32 2025-09-30 25.046623 8.128876 41.952407
33 2025-10-31 24.429080 6.446057 42.616689
34 2025-11-30 23.831457 5.672489 41.595079
14:16:33 - cmdstanpy - INFO - Chain [1] start processing 14:16:33 - cmdstanpy - INFO - Chain [1] done processing 14:16:33 - cmdstanpy - INFO - Chain [1] start processing 14:16:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 875:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.716113 19.459585 54.546128
31 2025-08-31 36.681202 18.965689 52.856551
32 2025-09-30 36.647418 18.289663 53.065436
33 2025-10-31 36.612507 19.175043 52.874150
34 2025-11-30 36.578723 18.871569 53.585925
Forecast for North America and Product 876:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.491271 33.446403 67.383987
31 2025-08-31 49.933769 33.069938 66.988216
32 2025-09-30 50.361993 32.381039 67.998966
33 2025-10-31 50.804492 34.418480 69.081434
34 2025-11-30 51.232716 34.180863 67.297189
14:16:33 - cmdstanpy - INFO - Chain [1] start processing 14:16:33 - cmdstanpy - INFO - Chain [1] done processing 14:16:34 - cmdstanpy - INFO - Chain [1] start processing 14:16:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 877:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.793018 13.741644 46.937926
31 2025-08-31 30.304305 14.349369 46.370691
32 2025-09-30 29.831357 14.342416 45.783062
33 2025-10-31 29.342644 13.398565 45.549349
34 2025-11-30 28.869695 13.094664 44.432459
Forecast for North America and Product 878:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.694320 27.724258 69.987965
31 2025-08-31 49.253728 26.815867 70.321888
32 2025-09-30 49.795091 27.286729 71.609900
33 2025-10-31 50.354498 29.550724 74.205639
34 2025-11-30 50.895861 29.738740 71.513766
14:16:34 - cmdstanpy - INFO - Chain [1] start processing 14:16:34 - cmdstanpy - INFO - Chain [1] done processing 14:16:34 - cmdstanpy - INFO - Chain [1] start processing 14:16:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 879:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.586179 28.134526 59.280899
31 2025-08-31 43.711548 28.521051 58.238315
32 2025-09-30 43.832872 28.361477 58.955714
33 2025-10-31 43.958240 28.256565 60.447039
34 2025-11-30 44.079564 28.656861 59.677966
Forecast for North America and Product 880:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.268873 21.244363 55.506366
31 2025-08-31 38.282604 21.233046 55.374599
32 2025-09-30 38.295892 20.730077 57.662746
33 2025-10-31 38.309624 20.761119 55.337105
34 2025-11-30 38.322912 21.355702 55.540353
14:16:34 - cmdstanpy - INFO - Chain [1] start processing 14:16:34 - cmdstanpy - INFO - Chain [1] done processing 14:16:34 - cmdstanpy - INFO - Chain [1] start processing 14:16:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 881:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.366676 33.448884 72.375157
31 2025-08-31 54.024967 34.269797 73.661546
32 2025-09-30 54.662023 34.886230 74.529747
33 2025-10-31 55.320314 36.008152 74.856712
34 2025-11-30 55.957369 38.415196 77.021358
Forecast for North America and Product 882:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.433661 14.064105 34.070740
31 2025-08-31 23.648559 14.489002 33.957418
32 2025-09-30 22.888782 12.476372 32.572026
33 2025-10-31 22.103679 12.695165 32.129142
34 2025-11-30 21.343903 11.308883 30.986704
14:16:34 - cmdstanpy - INFO - Chain [1] start processing 14:16:34 - cmdstanpy - INFO - Chain [1] done processing 14:16:35 - cmdstanpy - INFO - Chain [1] start processing 14:16:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 883:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.691394 28.668692 77.654880
31 2025-08-31 53.015212 26.761529 78.321401
32 2025-09-30 53.328583 27.344573 78.305604
33 2025-10-31 53.652401 28.088963 79.417465
34 2025-11-30 53.965772 28.147457 77.389652
Forecast for North America and Product 884:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.330399 16.205487 46.890649
31 2025-08-31 32.035914 17.640479 46.924156
32 2025-09-30 31.750928 16.186173 46.323846
33 2025-10-31 31.456442 17.259183 46.775907
34 2025-11-30 31.171456 15.705994 46.710259
14:16:35 - cmdstanpy - INFO - Chain [1] start processing 14:16:35 - cmdstanpy - INFO - Chain [1] done processing 14:16:35 - cmdstanpy - INFO - Chain [1] start processing 14:16:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 885:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.994215 17.670045 50.628794
31 2025-08-31 32.733655 15.544425 47.990754
32 2025-09-30 32.481500 17.280885 48.169343
33 2025-10-31 32.220941 17.329989 47.870387
34 2025-11-30 31.968786 15.570360 47.992425
Forecast for North America and Product 886:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.411797 3.401325 51.391697
31 2025-08-31 25.733136 2.457423 49.181767
32 2025-09-30 25.076368 -1.535619 47.628801
33 2025-10-31 24.397707 0.528558 47.819342
34 2025-11-30 23.740938 -0.213000 47.723818
14:16:35 - cmdstanpy - INFO - Chain [1] start processing 14:16:35 - cmdstanpy - INFO - Chain [1] done processing 14:16:35 - cmdstanpy - INFO - Chain [1] start processing 14:16:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 887:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.499767 25.789078 61.628572
31 2025-08-31 44.550054 25.662705 63.349532
32 2025-09-30 44.598718 25.452347 63.963074
33 2025-10-31 44.649005 26.405109 63.098978
34 2025-11-30 44.697669 25.865935 63.942315
14:16:36 - cmdstanpy - INFO - Chain [1] start processing 14:16:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 888:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.495558 10.027853 42.015465
31 2025-08-31 25.977426 9.806391 41.459333
32 2025-09-30 25.476008 9.818426 41.430404
33 2025-10-31 24.957877 8.789324 41.600068
34 2025-11-30 24.456459 8.184269 40.247218
Forecast for North America and Product 889:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.829135 17.007566 57.409475
31 2025-08-31 36.584453 17.869340 55.484936
32 2025-09-30 36.347664 15.804959 55.019028
33 2025-10-31 36.102983 17.913133 55.985097
34 2025-11-30 35.866194 17.008983 54.987982
14:16:36 - cmdstanpy - INFO - Chain [1] start processing 14:16:36 - cmdstanpy - INFO - Chain [1] done processing 14:16:36 - cmdstanpy - INFO - Chain [1] start processing 14:16:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 890:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.698108 16.120869 61.094844
31 2025-08-31 37.306580 14.283942 59.720114
32 2025-09-30 36.927681 14.667621 58.765159
33 2025-10-31 36.536152 12.410553 59.769962
34 2025-11-30 36.157254 15.495653 59.447330
Forecast for North America and Product 891:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.127849 17.127863 52.034454
31 2025-08-31 33.798698 17.096377 50.212434
32 2025-09-30 33.480166 15.982638 50.378810
33 2025-10-31 33.151015 16.286082 50.064675
34 2025-11-30 32.832482 15.402476 49.087782
14:16:36 - cmdstanpy - INFO - Chain [1] start processing 14:16:36 - cmdstanpy - INFO - Chain [1] done processing 14:16:36 - cmdstanpy - INFO - Chain [1] start processing 14:16:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 892:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.672408 13.405758 49.943369
31 2025-08-31 29.919650 9.589203 49.170796
32 2025-09-30 29.191173 10.335870 46.847743
33 2025-10-31 28.438415 10.434196 48.430612
34 2025-11-30 27.709938 8.437096 46.209638
Forecast for North America and Product 893:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.016765 13.715731 59.517335
31 2025-08-31 36.480341 14.039425 58.975413
32 2025-09-30 35.961220 11.336708 58.303910
33 2025-10-31 35.424795 13.304454 59.619710
34 2025-11-30 34.905674 11.339854 59.409898
14:16:36 - cmdstanpy - INFO - Chain [1] start processing 14:16:36 - cmdstanpy - INFO - Chain [1] done processing 14:16:37 - cmdstanpy - INFO - Chain [1] start processing 14:16:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 894:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.838458 9.066128 39.566556
31 2025-08-31 23.158996 7.626443 39.441702
32 2025-09-30 22.501453 7.386089 37.226179
33 2025-10-31 21.821991 7.249844 36.447653
34 2025-11-30 21.164447 6.233450 35.095700
Forecast for North America and Product 895:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.265395 11.310971 53.106371
31 2025-08-31 32.160369 11.830173 52.959120
32 2025-09-30 32.058732 10.786183 52.236500
33 2025-10-31 31.953706 10.287640 52.056395
34 2025-11-30 31.852069 10.567648 52.750596
14:16:37 - cmdstanpy - INFO - Chain [1] start processing 14:16:37 - cmdstanpy - INFO - Chain [1] done processing 14:16:37 - cmdstanpy - INFO - Chain [1] start processing 14:16:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 896:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.249204 28.720455 67.256284
31 2025-08-31 48.567067 28.085536 68.750042
32 2025-09-30 48.874677 28.847479 69.079451
33 2025-10-31 49.192540 27.449245 69.802561
34 2025-11-30 49.500150 28.402458 68.926360
Forecast for North America and Product 897:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.470297 27.260483 61.131009
31 2025-08-31 44.448963 27.324422 61.975574
32 2025-09-30 44.428318 27.040389 61.113784
33 2025-10-31 44.406984 26.953190 61.624987
34 2025-11-30 44.386338 26.323566 61.580984
14:16:37 - cmdstanpy - INFO - Chain [1] start processing 14:16:37 - cmdstanpy - INFO - Chain [1] done processing 14:16:37 - cmdstanpy - INFO - Chain [1] start processing 14:16:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 898:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.837406 11.484451 52.170493
31 2025-08-31 32.360421 11.902275 52.403995
32 2025-09-30 31.898822 10.455960 50.859358
33 2025-10-31 31.421836 11.592284 50.998094
34 2025-11-30 30.960237 10.511181 51.151670
Forecast for North America and Product 899:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.387875 22.443429 60.484384
31 2025-08-31 41.357772 22.189158 60.992796
32 2025-09-30 41.328641 21.605556 60.389272
33 2025-10-31 41.298538 22.783767 62.649080
34 2025-11-30 41.269407 21.760660 61.009673
14:16:37 - cmdstanpy - INFO - Chain [1] start processing 14:16:37 - cmdstanpy - INFO - Chain [1] done processing 14:16:38 - cmdstanpy - INFO - Chain [1] start processing 14:16:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 900:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.634899 14.530128 47.026709
31 2025-08-31 30.084577 13.470684 45.559697
32 2025-09-30 29.552007 12.526257 46.749900
33 2025-10-31 29.001685 12.481930 44.890872
34 2025-11-30 28.469115 12.638252 45.258564
Forecast for North America and Product 901:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.134401 28.185684 69.635938
31 2025-08-31 50.815240 29.437683 72.732835
32 2025-09-30 51.474117 30.525100 72.840478
33 2025-10-31 52.154956 31.098570 73.879240
34 2025-11-30 52.813833 32.416928 76.249417
14:16:38 - cmdstanpy - INFO - Chain [1] start processing 14:16:38 - cmdstanpy - INFO - Chain [1] done processing 14:16:38 - cmdstanpy - INFO - Chain [1] start processing 14:16:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 902:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.683598 29.415843 64.031725
31 2025-08-31 46.855569 29.222322 64.028439
32 2025-09-30 47.021993 30.091025 63.902496
33 2025-10-31 47.193964 30.887699 62.232064
34 2025-11-30 47.360388 29.717378 64.858625
Forecast for North America and Product 903:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.287468 39.465455 68.908037
31 2025-08-31 54.890288 38.595115 70.773974
32 2025-09-30 55.473663 38.808133 70.785345
33 2025-10-31 56.076483 40.525331 72.749177
34 2025-11-30 56.659857 41.425477 73.040682
14:16:38 - cmdstanpy - INFO - Chain [1] start processing 14:16:38 - cmdstanpy - INFO - Chain [1] done processing 14:16:38 - cmdstanpy - INFO - Chain [1] start processing 14:16:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 904:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.988510 34.356752 68.600528
31 2025-08-31 52.803783 34.563490 71.566565
32 2025-09-30 53.592757 36.476995 71.556036
33 2025-10-31 54.408030 35.700286 72.402490
34 2025-11-30 55.197003 37.039334 74.068198
Forecast for North America and Product 905:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.150108 26.608284 67.975240
31 2025-08-31 47.504296 27.099204 68.767381
32 2025-09-30 47.847059 25.872928 70.583581
33 2025-10-31 48.201247 25.843773 70.243137
34 2025-11-30 48.544010 28.081953 69.576554
14:16:38 - cmdstanpy - INFO - Chain [1] start processing 14:16:39 - cmdstanpy - INFO - Chain [1] done processing 14:16:39 - cmdstanpy - INFO - Chain [1] start processing 14:16:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 906:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.134764 14.317027 50.808333
31 2025-08-31 31.533408 13.970572 48.608548
32 2025-09-30 30.951450 11.739301 48.983929
33 2025-10-31 30.350094 13.270302 48.116205
34 2025-11-30 29.768136 11.583135 46.680525
Forecast for North America and Product 907:
ds yhat yhat_lower yhat_upper
30 2025-07-31 61.559629 39.423315 85.950361
31 2025-08-31 62.500713 38.772558 86.492746
32 2025-09-30 63.411438 39.109708 86.985342
33 2025-10-31 64.352522 39.510053 85.929704
34 2025-11-30 65.263248 42.672714 87.284074
14:16:39 - cmdstanpy - INFO - Chain [1] start processing 14:16:39 - cmdstanpy - INFO - Chain [1] done processing 14:16:39 - cmdstanpy - INFO - Chain [1] start processing 14:16:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 908:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.844324 23.232298 69.101885
31 2025-08-31 46.273089 24.381222 69.411621
32 2025-09-30 46.688022 25.116379 69.195662
33 2025-10-31 47.116786 25.755592 70.888849
34 2025-11-30 47.531720 25.432816 69.126101
Forecast for North America and Product 909:
ds yhat yhat_lower yhat_upper
30 2025-07-31 70.407411 47.585222 93.763278
31 2025-08-31 71.995540 48.820912 94.983271
32 2025-09-30 73.532440 50.116733 97.206185
33 2025-10-31 75.120569 50.706354 97.553424
34 2025-11-30 76.657468 52.922412 101.384445
14:16:39 - cmdstanpy - INFO - Chain [1] start processing 14:16:39 - cmdstanpy - INFO - Chain [1] done processing 14:16:39 - cmdstanpy - INFO - Chain [1] start processing 14:16:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 910:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.171394 17.822591 49.113850
31 2025-08-31 32.964182 17.215329 49.559770
32 2025-09-30 32.763653 16.724403 48.152044
33 2025-10-31 32.556441 16.454324 50.169913
34 2025-11-30 32.355912 16.522980 47.627722
Forecast for North America and Product 911:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.652567 21.860963 66.489723
31 2025-08-31 43.712992 21.520853 63.513919
32 2025-09-30 43.771468 21.613361 64.689602
33 2025-10-31 43.831893 20.078743 66.198930
34 2025-11-30 43.890369 22.173806 65.319731
14:16:40 - cmdstanpy - INFO - Chain [1] start processing 14:16:40 - cmdstanpy - INFO - Chain [1] done processing 14:16:40 - cmdstanpy - INFO - Chain [1] start processing 14:16:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 912:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.351687 32.173715 81.176378
31 2025-08-31 57.098071 33.225649 80.973495
32 2025-09-30 57.820378 34.002657 81.828206
33 2025-10-31 58.566761 33.231128 82.377694
34 2025-11-30 59.289068 33.800052 82.938763
Forecast for North America and Product 913:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.814181 18.937662 64.809476
31 2025-08-31 41.825438 19.881940 65.545900
32 2025-09-30 41.836333 18.220082 63.502316
33 2025-10-31 41.847590 16.813184 64.959971
34 2025-11-30 41.858485 16.612603 66.285180
14:16:40 - cmdstanpy - INFO - Chain [1] start processing 14:16:40 - cmdstanpy - INFO - Chain [1] done processing 14:16:40 - cmdstanpy - INFO - Chain [1] start processing 14:16:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 914:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.965605 16.804205 64.291981
31 2025-08-31 40.944517 16.793466 65.299256
32 2025-09-30 40.924109 18.116695 64.147460
33 2025-10-31 40.903021 16.157338 64.837739
34 2025-11-30 40.882613 13.852842 63.396592
Forecast for North America and Product 915:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.245511 15.814236 62.817634
31 2025-08-31 39.352388 13.272758 62.373256
32 2025-09-30 39.455817 15.887768 62.425468
33 2025-10-31 39.562694 16.255952 63.175871
34 2025-11-30 39.666123 17.211063 62.991750
14:16:40 - cmdstanpy - INFO - Chain [1] start processing 14:16:40 - cmdstanpy - INFO - Chain [1] done processing 14:16:40 - cmdstanpy - INFO - Chain [1] start processing 14:16:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 916:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.802861 29.793543 63.914601
31 2025-08-31 45.811079 28.923785 62.974218
32 2025-09-30 45.819032 29.577042 63.253876
33 2025-10-31 45.827250 29.697642 62.252347
34 2025-11-30 45.835203 28.030803 64.206522
14:16:41 - cmdstanpy - INFO - Chain [1] start processing 14:16:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 917:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.328102 1.345922 47.012260
31 2025-08-31 23.334788 -0.342246 46.240091
32 2025-09-30 22.373516 -1.823418 45.121038
33 2025-10-31 21.380202 -1.324830 44.812661
34 2025-11-30 20.418930 -4.063461 43.632647
Forecast for North America and Product 918:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.005809 29.066651 65.622078
31 2025-08-31 47.596271 29.499868 67.444204
32 2025-09-30 48.167685 28.353043 67.908404
33 2025-10-31 48.758147 30.259501 66.356181
34 2025-11-30 49.329561 30.745088 68.238865
14:16:41 - cmdstanpy - INFO - Chain [1] start processing 14:16:41 - cmdstanpy - INFO - Chain [1] done processing 14:16:41 - cmdstanpy - INFO - Chain [1] start processing 14:16:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 919:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.489415 5.734413 61.915053
31 2025-08-31 32.070628 4.844362 58.280656
32 2025-09-30 31.665350 3.753143 59.143646
33 2025-10-31 31.246563 2.076496 58.468703
34 2025-11-30 30.841285 2.988369 58.792007
Forecast for North America and Product 920:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.151681 33.358688 70.546371
31 2025-08-31 54.128596 36.680640 70.699368
32 2025-09-30 55.073997 37.184733 72.073572
33 2025-10-31 56.050912 38.578192 74.261875
34 2025-11-30 56.996313 39.646654 74.450478
14:16:41 - cmdstanpy - INFO - Chain [1] start processing 14:16:41 - cmdstanpy - INFO - Chain [1] done processing 14:16:41 - cmdstanpy - INFO - Chain [1] start processing 14:16:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 921:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.472089 28.527118 69.095873
31 2025-08-31 50.021607 30.646913 70.092298
32 2025-09-30 50.553398 32.134828 70.275607
33 2025-10-31 51.102916 31.259038 72.285495
34 2025-11-30 51.634707 31.586756 70.624574
Forecast for North America and Product 922:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.527248 20.153093 54.400321
31 2025-08-31 37.192434 19.800391 55.350474
32 2025-09-30 36.868421 19.423999 55.049265
33 2025-10-31 36.533608 19.315201 53.071824
34 2025-11-30 36.209595 19.331164 52.016673
14:16:41 - cmdstanpy - INFO - Chain [1] start processing 14:16:41 - cmdstanpy - INFO - Chain [1] done processing 14:16:42 - cmdstanpy - INFO - Chain [1] start processing 14:16:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 923:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.077376 10.886809 51.217163
31 2025-08-31 30.517848 11.836753 50.752348
32 2025-09-30 29.976368 9.400852 52.081865
33 2025-10-31 29.416839 9.295474 48.961346
34 2025-11-30 28.875360 7.870655 48.372292
Forecast for North America and Product 924:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.467878 12.775342 47.996203
31 2025-08-31 29.198069 11.467140 47.185493
32 2025-09-30 28.936964 9.830773 45.919287
33 2025-10-31 28.667155 10.917784 46.003020
34 2025-11-30 28.406049 11.062670 45.146155
14:16:42 - cmdstanpy - INFO - Chain [1] start processing 14:16:42 - cmdstanpy - INFO - Chain [1] done processing 14:16:42 - cmdstanpy - INFO - Chain [1] start processing 14:16:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 925:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.258222 23.277060 61.654193
31 2025-08-31 41.283553 22.922660 60.728614
32 2025-09-30 41.308067 22.758411 60.412803
33 2025-10-31 41.333397 22.897191 61.021596
34 2025-11-30 41.357911 23.239037 60.580337
Forecast for North America and Product 926:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.939311 26.473846 58.529737
31 2025-08-31 43.221886 27.042134 58.950372
32 2025-09-30 43.495346 26.726178 59.479367
33 2025-10-31 43.777922 27.315242 59.978206
34 2025-11-30 44.051382 27.581571 60.233161
14:16:42 - cmdstanpy - INFO - Chain [1] start processing 14:16:42 - cmdstanpy - INFO - Chain [1] done processing 14:16:42 - cmdstanpy - INFO - Chain [1] start processing 14:16:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 927:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.714291 13.000544 56.681599
31 2025-08-31 35.596395 16.291328 56.622867
32 2025-09-30 35.482303 13.736775 56.805244
33 2025-10-31 35.364408 14.799169 58.034229
34 2025-11-30 35.250315 12.096291 57.343419
Forecast for North America and Product 928:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.422505 9.676942 49.419890
31 2025-08-31 29.871981 9.465041 49.451055
32 2025-09-30 29.339216 9.396815 47.423424
33 2025-10-31 28.788692 8.049084 48.977411
34 2025-11-30 28.255927 6.632582 46.731588
14:16:42 - cmdstanpy - INFO - Chain [1] start processing 14:16:43 - cmdstanpy - INFO - Chain [1] done processing 14:16:43 - cmdstanpy - INFO - Chain [1] start processing 14:16:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 929:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.094775 24.025505 62.962517
31 2025-08-31 44.206286 24.565862 64.958673
32 2025-09-30 44.314200 23.604529 64.409327
33 2025-10-31 44.425712 25.736103 63.603865
34 2025-11-30 44.533626 25.182292 62.883596
Forecast for North America and Product 930:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.313310 32.802804 70.146642
31 2025-08-31 51.749496 31.816081 69.795982
32 2025-09-30 52.171612 33.827834 71.711976
33 2025-10-31 52.607798 34.135647 72.138532
34 2025-11-30 53.029913 33.916044 71.801882
14:16:43 - cmdstanpy - INFO - Chain [1] start processing 14:16:43 - cmdstanpy - INFO - Chain [1] done processing 14:16:43 - cmdstanpy - INFO - Chain [1] start processing 14:16:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 931:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.118152 34.559071 80.968376
31 2025-08-31 57.848405 33.921464 82.005660
32 2025-09-30 58.555102 34.189752 81.812414
33 2025-10-31 59.285355 33.388680 81.612277
34 2025-11-30 59.992052 35.531518 83.827227
Forecast for North America and Product 932:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.631551 3.775372 54.041111
31 2025-08-31 29.038779 5.941109 52.317680
32 2025-09-30 28.465130 5.156894 50.447939
33 2025-10-31 27.872358 4.890482 50.011139
34 2025-11-30 27.298708 3.799085 49.100023
14:16:43 - cmdstanpy - INFO - Chain [1] start processing 14:16:43 - cmdstanpy - INFO - Chain [1] done processing 14:16:43 - cmdstanpy - INFO - Chain [1] start processing 14:16:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 933:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.633482 -0.954921 46.647306
31 2025-08-31 23.027366 0.568899 49.461426
32 2025-09-30 22.440803 -0.704297 47.242543
33 2025-10-31 21.834687 -2.921913 46.862573
34 2025-11-30 21.248123 -4.877566 45.271099
Forecast for North America and Product 934:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.688962 6.007272 44.728759
31 2025-08-31 24.712404 5.720304 45.511870
32 2025-09-30 23.767347 2.630506 42.216851
33 2025-10-31 22.790789 2.291156 43.197031
34 2025-11-30 21.845732 1.150515 42.858061
14:16:44 - cmdstanpy - INFO - Chain [1] start processing 14:16:44 - cmdstanpy - INFO - Chain [1] done processing 14:16:44 - cmdstanpy - INFO - Chain [1] start processing 14:16:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 935:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.555602 21.513378 55.746671
31 2025-08-31 38.514420 22.042978 56.046741
32 2025-09-30 38.474567 20.889707 54.202785
33 2025-10-31 38.433385 21.332969 55.477040
34 2025-11-30 38.393531 22.337550 53.772047
Forecast for North America and Product 936:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.113056 6.683612 50.819961
31 2025-08-31 27.654809 5.422535 49.407350
32 2025-09-30 27.211344 6.890871 50.943665
33 2025-10-31 26.753096 4.702236 47.640708
34 2025-11-30 26.309631 5.811194 47.859980
14:16:44 - cmdstanpy - INFO - Chain [1] start processing 14:16:44 - cmdstanpy - INFO - Chain [1] done processing 14:16:44 - cmdstanpy - INFO - Chain [1] start processing 14:16:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 937:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.726989 37.563302 78.255265
31 2025-08-31 58.460896 37.690487 78.902479
32 2025-09-30 59.171129 38.292730 80.613073
33 2025-10-31 59.905037 39.982927 80.313068
34 2025-11-30 60.615270 39.437859 80.181067
Forecast for North America and Product 938:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.702004 11.387780 53.067305
31 2025-08-31 32.202495 11.897457 54.467398
32 2025-09-30 31.719099 10.564968 51.419421
33 2025-10-31 31.219590 8.753753 51.538243
34 2025-11-30 30.736194 9.767195 51.109129
14:16:44 - cmdstanpy - INFO - Chain [1] start processing 14:16:44 - cmdstanpy - INFO - Chain [1] done processing 14:16:44 - cmdstanpy - INFO - Chain [1] start processing 14:16:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 939:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.988249 23.719140 48.835154
31 2025-08-31 36.043052 23.293054 48.466599
32 2025-09-30 36.096087 22.873893 49.101727
33 2025-10-31 36.150890 21.889590 49.118349
34 2025-11-30 36.203925 23.896514 49.478214
Forecast for North America and Product 940:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.559425 17.771001 50.541988
31 2025-08-31 34.333720 19.213279 51.048957
32 2025-09-30 34.115296 18.570382 50.054760
33 2025-10-31 33.889591 18.104208 49.671390
34 2025-11-30 33.671166 17.715061 48.882203
14:16:45 - cmdstanpy - INFO - Chain [1] start processing 14:16:45 - cmdstanpy - INFO - Chain [1] done processing 14:16:45 - cmdstanpy - INFO - Chain [1] start processing 14:16:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 941:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.219963 27.159541 64.438931
31 2025-08-31 46.374442 28.146073 65.126623
32 2025-09-30 46.523937 28.600317 65.447995
33 2025-10-31 46.678416 28.306244 66.371932
34 2025-11-30 46.827912 27.840531 67.174067
Forecast for North America and Product 942:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.965972 17.579225 66.484671
31 2025-08-31 41.165518 17.079564 64.687897
32 2025-09-30 41.358628 16.539385 64.825789
33 2025-10-31 41.558174 18.270822 63.042805
34 2025-11-30 41.751283 19.340337 66.372869
14:16:45 - cmdstanpy - INFO - Chain [1] start processing 14:16:45 - cmdstanpy - INFO - Chain [1] done processing 14:16:45 - cmdstanpy - INFO - Chain [1] start processing 14:16:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 943:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.268181 13.968715 54.874711
31 2025-08-31 34.036951 11.954514 56.409282
32 2025-09-30 33.813180 13.607510 55.915746
33 2025-10-31 33.581951 12.819477 56.556538
34 2025-11-30 33.358180 10.163118 54.881654
Forecast for North America and Product 944:
ds yhat yhat_lower yhat_upper
30 2025-07-31 63.028749 42.326569 81.937747
31 2025-08-31 64.120425 44.174615 83.016154
32 2025-09-30 65.176885 45.768465 86.219295
33 2025-10-31 66.268562 46.465686 87.016902
34 2025-11-30 67.325022 47.212659 87.946543
14:16:45 - cmdstanpy - INFO - Chain [1] start processing 14:16:45 - cmdstanpy - INFO - Chain [1] done processing 14:16:45 - cmdstanpy - INFO - Chain [1] start processing 14:16:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 945:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.465708 17.686740 65.968503
31 2025-08-31 41.483955 16.408923 64.341334
32 2025-09-30 41.501614 17.115344 65.979599
33 2025-10-31 41.519862 16.527386 66.185017
34 2025-11-30 41.537520 17.763875 66.104070
Forecast for North America and Product 946:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.284965 22.007530 62.897876
31 2025-08-31 42.476078 22.518676 61.041631
32 2025-09-30 42.661026 22.801705 60.527950
33 2025-10-31 42.852139 23.820958 60.903859
34 2025-11-30 43.037087 23.554917 61.980041
14:16:46 - cmdstanpy - INFO - Chain [1] start processing 14:16:46 - cmdstanpy - INFO - Chain [1] done processing 14:16:46 - cmdstanpy - INFO - Chain [1] start processing 14:16:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 947:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.683799 21.964417 56.552871
31 2025-08-31 40.018881 22.649504 57.858873
32 2025-09-30 40.343153 23.462278 58.058128
33 2025-10-31 40.678235 23.412435 58.109078
34 2025-11-30 41.002507 23.950877 58.727603
Forecast for North America and Product 948:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.409384 25.300277 56.044379
31 2025-08-31 41.387596 27.098954 57.320233
32 2025-09-30 41.366510 26.355278 56.320603
33 2025-10-31 41.344722 26.064493 56.057838
34 2025-11-30 41.323636 27.452928 55.653424
14:16:46 - cmdstanpy - INFO - Chain [1] start processing 14:16:46 - cmdstanpy - INFO - Chain [1] done processing 14:16:46 - cmdstanpy - INFO - Chain [1] start processing 14:16:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 949:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.521845 -0.203748 44.860871
31 2025-08-31 21.656406 -1.114132 44.108676
32 2025-09-30 20.818884 -1.103838 43.442962
33 2025-10-31 19.953445 -2.959553 42.487025
34 2025-11-30 19.115923 -4.438717 41.017122
Forecast for North America and Product 950:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.770782 28.904638 72.627076
31 2025-08-31 51.476006 29.173817 74.184650
32 2025-09-30 52.158482 31.262190 74.945332
33 2025-10-31 52.863707 29.238321 74.988779
34 2025-11-30 53.546182 32.048574 75.193039
14:16:46 - cmdstanpy - INFO - Chain [1] start processing 14:16:46 - cmdstanpy - INFO - Chain [1] done processing 14:16:46 - cmdstanpy - INFO - Chain [1] start processing 14:16:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 951:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.463071 1.158545 57.358940
31 2025-08-31 28.819300 -0.131979 56.003282
32 2025-09-30 28.196295 -0.995752 54.668962
33 2025-10-31 27.552524 1.661288 53.640852
34 2025-11-30 26.929520 -1.320538 55.254140
Forecast for North America and Product 952:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.514258 8.131958 53.139697
31 2025-08-31 30.922238 10.019655 53.248891
32 2025-09-30 30.349316 8.160193 52.839991
33 2025-10-31 29.757296 7.698560 52.028956
34 2025-11-30 29.184374 8.016634 52.698195
14:16:47 - cmdstanpy - INFO - Chain [1] start processing 14:16:47 - cmdstanpy - INFO - Chain [1] done processing 14:16:47 - cmdstanpy - INFO - Chain [1] start processing 14:16:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 953:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.644917 27.451653 70.724163
31 2025-08-31 49.099031 26.790850 71.762374
32 2025-09-30 49.538496 28.277448 71.864293
33 2025-10-31 49.992611 26.732348 72.448931
34 2025-11-30 50.432076 29.304577 72.732731
Forecast for North America and Product 954:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.812533 41.203544 74.362909
31 2025-08-31 58.571511 43.103974 74.232866
32 2025-09-30 59.306005 44.279931 75.143906
33 2025-10-31 60.064982 44.110439 76.982066
34 2025-11-30 60.799476 42.785043 77.261341
14:16:47 - cmdstanpy - INFO - Chain [1] start processing 14:16:47 - cmdstanpy - INFO - Chain [1] done processing 14:16:47 - cmdstanpy - INFO - Chain [1] start processing 14:16:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 955:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.843641 15.986858 60.081398
31 2025-08-31 38.919051 19.983548 61.945826
32 2025-09-30 38.992029 17.453636 61.052604
33 2025-10-31 39.067439 17.802710 59.386711
34 2025-11-30 39.140417 17.106569 59.695333
Forecast for North America and Product 956:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.935219 12.544339 45.571929
31 2025-08-31 28.371988 11.944643 45.484321
32 2025-09-30 27.826925 11.282080 44.454809
33 2025-10-31 27.263694 10.790074 44.242798
34 2025-11-30 26.718631 9.959354 45.019927
14:16:47 - cmdstanpy - INFO - Chain [1] start processing 14:16:47 - cmdstanpy - INFO - Chain [1] done processing 14:16:47 - cmdstanpy - INFO - Chain [1] start processing 14:16:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 957:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.441515 20.823253 50.288591
31 2025-08-31 35.628389 20.989122 49.894338
32 2025-09-30 35.809235 21.721262 50.638876
33 2025-10-31 35.996109 21.734552 49.466575
34 2025-11-30 36.176955 22.091416 50.729306
Forecast for North America and Product 958:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.117946 13.324437 55.558846
31 2025-08-31 34.019573 12.942869 56.749527
32 2025-09-30 33.924373 12.476015 54.163751
33 2025-10-31 33.826000 12.269943 55.584592
34 2025-11-30 33.730800 12.649150 56.900957
14:16:48 - cmdstanpy - INFO - Chain [1] start processing 14:16:48 - cmdstanpy - INFO - Chain [1] done processing 14:16:48 - cmdstanpy - INFO - Chain [1] start processing 14:16:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 959:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.698678 12.848105 52.337280
31 2025-08-31 31.391693 10.742252 50.883146
32 2025-09-30 31.094612 10.428708 49.785670
33 2025-10-31 30.787627 12.005078 51.539938
34 2025-11-30 30.490546 10.031381 50.346280
Forecast for North America and Product 960:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.013673 20.044293 64.624221
31 2025-08-31 41.218700 15.884109 65.377947
32 2025-09-30 41.417113 18.100730 63.255013
33 2025-10-31 41.622140 17.218424 66.204190
34 2025-11-30 41.820552 18.604739 65.917535
14:16:48 - cmdstanpy - INFO - Chain [1] start processing 14:16:48 - cmdstanpy - INFO - Chain [1] done processing 14:16:48 - cmdstanpy - INFO - Chain [1] start processing 14:16:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 961:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.039368 11.863827 43.885757
31 2025-08-31 27.305236 11.928598 44.032096
32 2025-09-30 26.594785 11.042991 42.602089
33 2025-10-31 25.860653 11.508158 40.755396
34 2025-11-30 25.150202 10.377973 39.752925
Forecast for North America and Product 962:
ds yhat yhat_lower yhat_upper
30 2025-07-31 16.087680 -1.897690 34.255329
31 2025-08-31 15.070105 -3.030071 33.887514
32 2025-09-30 14.085354 -4.391723 32.952676
33 2025-10-31 13.067779 -3.972660 32.309430
34 2025-11-30 12.083029 -6.491352 31.106154
14:16:48 - cmdstanpy - INFO - Chain [1] start processing 14:16:48 - cmdstanpy - INFO - Chain [1] done processing 14:16:48 - cmdstanpy - INFO - Chain [1] start processing 14:16:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 963:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.537048 16.841366 62.896095
31 2025-08-31 39.269610 15.046512 62.720455
32 2025-09-30 39.010800 14.933012 62.101605
33 2025-10-31 38.743362 13.474854 61.975659
34 2025-11-30 38.484551 14.859349 61.305026
Forecast for North America and Product 964:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.978126 13.715799 53.952732
31 2025-08-31 34.918865 15.150616 54.353676
32 2025-09-30 34.861515 16.001188 53.816198
33 2025-10-31 34.802253 15.624831 53.957027
34 2025-11-30 34.744903 15.397481 54.265604
14:16:49 - cmdstanpy - INFO - Chain [1] start processing 14:16:49 - cmdstanpy - INFO - Chain [1] done processing 14:16:49 - cmdstanpy - INFO - Chain [1] start processing 14:16:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 965:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.252015 17.067715 54.181979
31 2025-08-31 34.923487 16.603677 53.675947
32 2025-09-30 34.605555 16.596072 54.171471
33 2025-10-31 34.277027 15.612782 53.498320
34 2025-11-30 33.959096 13.467096 51.402041
Forecast for North America and Product 966:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.994712 14.211516 70.776420
31 2025-08-31 42.211280 12.747811 71.545247
32 2025-09-30 42.420862 13.680270 68.400245
33 2025-10-31 42.637430 15.378217 70.731634
34 2025-11-30 42.847011 15.570139 69.228132
14:16:49 - cmdstanpy - INFO - Chain [1] start processing 14:16:49 - cmdstanpy - INFO - Chain [1] done processing 14:16:49 - cmdstanpy - INFO - Chain [1] start processing 14:16:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 967:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.180295 39.278769 67.611717
31 2025-08-31 53.884442 38.532348 67.484198
32 2025-09-30 54.565875 40.804064 68.612468
33 2025-10-31 55.270022 41.424942 70.343661
34 2025-11-30 55.951455 41.495465 69.618079
Forecast for North America and Product 968:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.118081 25.607168 64.530825
31 2025-08-31 45.114958 25.693300 65.172596
32 2025-09-30 45.111936 25.511923 65.145773
33 2025-10-31 45.108813 26.737550 63.913396
34 2025-11-30 45.105791 24.219935 64.649897
14:16:49 - cmdstanpy - INFO - Chain [1] start processing 14:16:49 - cmdstanpy - INFO - Chain [1] done processing 14:16:50 - cmdstanpy - INFO - Chain [1] start processing 14:16:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 969:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.898520 29.110679 62.196799
31 2025-08-31 46.140200 28.602839 62.823224
32 2025-09-30 46.374084 29.643235 62.245824
33 2025-10-31 46.615764 28.916011 62.384016
34 2025-11-30 46.849649 31.581132 63.093516
Forecast for North America and Product 970:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.593482 19.171454 62.470325
31 2025-08-31 39.704614 18.551124 62.557453
32 2025-09-30 39.812161 17.062898 62.363614
33 2025-10-31 39.923293 17.780985 62.392077
34 2025-11-30 40.030840 17.804265 62.514457
14:16:50 - cmdstanpy - INFO - Chain [1] start processing 14:16:50 - cmdstanpy - INFO - Chain [1] done processing 14:16:50 - cmdstanpy - INFO - Chain [1] start processing 14:16:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 971:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.011315 26.085010 65.682290
31 2025-08-31 46.194001 25.180724 66.805313
32 2025-09-30 46.370795 25.889778 66.621213
33 2025-10-31 46.553481 25.356034 65.322390
34 2025-11-30 46.730274 24.022590 66.075467
Forecast for North America and Product 972:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.857914 12.128073 49.709772
31 2025-08-31 30.382132 12.543554 47.715624
32 2025-09-30 29.921697 10.765632 49.229042
33 2025-10-31 29.445915 10.706351 47.011989
34 2025-11-30 28.985481 11.512339 47.416339
14:16:50 - cmdstanpy - INFO - Chain [1] start processing 14:16:50 - cmdstanpy - INFO - Chain [1] done processing 14:16:50 - cmdstanpy - INFO - Chain [1] start processing 14:16:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 973:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.543986 5.675474 46.423793
31 2025-08-31 24.542442 3.496230 47.193186
32 2025-09-30 23.573205 3.271654 43.934467
33 2025-10-31 22.571661 1.756992 43.853010
34 2025-11-30 21.602425 0.997101 43.300974
Forecast for North America and Product 974:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.944230 12.507871 56.314270
31 2025-08-31 34.526433 12.427526 54.750160
32 2025-09-30 34.122113 14.031920 54.861595
33 2025-10-31 33.704316 12.353375 53.593187
34 2025-11-30 33.299996 12.622005 52.941966
14:16:50 - cmdstanpy - INFO - Chain [1] start processing 14:16:50 - cmdstanpy - INFO - Chain [1] done processing 14:16:51 - cmdstanpy - INFO - Chain [1] start processing 14:16:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 975:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.068858 28.644619 65.146311
31 2025-08-31 47.673434 28.864173 65.830244
32 2025-09-30 48.258509 28.504640 67.401469
33 2025-10-31 48.863085 28.715828 66.543535
34 2025-11-30 49.448160 30.320334 69.722364
Forecast for North America and Product 976:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.500240 26.639607 60.533251
31 2025-08-31 43.628193 26.915895 60.975082
32 2025-09-30 43.752019 25.923085 61.031419
33 2025-10-31 43.879973 25.528947 61.063091
34 2025-11-30 44.003799 27.275170 62.225829
14:16:51 - cmdstanpy - INFO - Chain [1] start processing 14:16:51 - cmdstanpy - INFO - Chain [1] done processing 14:16:51 - cmdstanpy - INFO - Chain [1] start processing 14:16:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 977:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.925305 11.649900 50.901956
31 2025-08-31 31.294619 11.617430 49.014417
32 2025-09-30 30.684279 11.690991 50.123229
33 2025-10-31 30.053594 11.315537 49.631120
34 2025-11-30 29.443253 9.321326 47.314869
14:16:51 - cmdstanpy - INFO - Chain [1] start processing 14:16:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 978:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.971513 17.614213 48.546879
31 2025-08-31 32.907728 17.910113 46.286817
32 2025-09-30 32.846001 18.245706 47.897161
33 2025-10-31 32.782217 17.963037 48.666959
34 2025-11-30 32.720490 17.882827 48.162586
14:16:51 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 979:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.346503 22.516329 59.272854
31 2025-08-31 41.132458 22.362368 60.190994
32 2025-09-30 40.925317 22.591053 58.526478
33 2025-10-31 40.711272 23.753627 58.276131
34 2025-11-30 40.504132 22.351841 58.213454
14:16:51 - cmdstanpy - INFO - Chain [1] done processing 14:16:52 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 980:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.675707 17.021266 53.861679
31 2025-08-31 34.310752 14.817765 53.593918
32 2025-09-30 33.957569 13.660029 51.770980
33 2025-10-31 33.592614 14.979211 51.970451
34 2025-11-30 33.239431 13.920723 51.380372
14:16:52 - cmdstanpy - INFO - Chain [1] done processing 14:16:52 - cmdstanpy - INFO - Chain [1] start processing 14:16:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 981:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.828748 15.809085 50.026728
31 2025-08-31 32.432540 14.593940 48.638988
32 2025-09-30 32.049113 15.620094 48.091728
33 2025-10-31 31.652905 13.662910 48.844071
34 2025-11-30 31.269478 13.828070 49.105839
14:16:52 - cmdstanpy - INFO - Chain [1] start processing 14:16:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 982:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.002277 8.102679 56.463973
31 2025-08-31 32.755356 8.709993 56.826643
32 2025-09-30 32.516401 6.578236 57.657439
33 2025-10-31 32.269480 7.729561 54.981328
34 2025-11-30 32.030524 7.901045 56.523142
Forecast for North America and Product 983:
ds yhat yhat_lower yhat_upper
29 2025-07-31 58.029650 36.744220 78.491334
30 2025-08-31 58.972168 38.151272 78.561391
31 2025-09-30 59.884283 38.731211 80.182563
32 2025-10-31 60.826801 39.457100 80.706287
33 2025-11-30 61.738915 41.318768 83.591247
14:16:52 - cmdstanpy - INFO - Chain [1] start processing 14:16:52 - cmdstanpy - INFO - Chain [1] done processing 14:16:52 - cmdstanpy - INFO - Chain [1] start processing 14:16:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 984:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.187840 22.096686 61.895186
31 2025-08-31 42.179177 23.093049 63.088377
32 2025-09-30 42.170793 22.241723 62.726820
33 2025-10-31 42.162130 22.812523 61.076789
34 2025-11-30 42.153746 22.124838 61.534080
Forecast for North America and Product 985:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.141610 23.249950 64.728621
31 2025-08-31 43.403809 22.151613 63.619738
32 2025-09-30 43.657549 20.634972 65.706922
33 2025-10-31 43.919748 23.697965 64.529852
34 2025-11-30 44.173488 22.331725 65.852722
14:16:53 - cmdstanpy - INFO - Chain [1] start processing 14:16:53 - cmdstanpy - INFO - Chain [1] done processing 14:16:53 - cmdstanpy - INFO - Chain [1] start processing 14:16:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 986:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.878915 12.450613 40.955390
31 2025-08-31 26.261848 12.503181 39.890586
32 2025-09-30 25.664686 11.555747 39.696287
33 2025-10-31 25.047619 11.657155 37.834367
34 2025-11-30 24.450457 10.328982 37.161950
Forecast for North America and Product 987:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.167802 12.105894 40.109643
31 2025-08-31 25.794713 11.951998 41.175916
32 2025-09-30 25.433660 10.663742 38.395046
33 2025-10-31 25.060571 11.042769 39.313533
34 2025-11-30 24.699518 10.562726 39.596059
14:16:53 - cmdstanpy - INFO - Chain [1] start processing 14:16:53 - cmdstanpy - INFO - Chain [1] done processing 14:16:53 - cmdstanpy - INFO - Chain [1] start processing 14:16:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 988:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.756291 24.006355 64.009876
31 2025-08-31 43.964713 26.280062 62.169435
32 2025-09-30 44.166412 25.282096 63.853928
33 2025-10-31 44.374834 24.832301 63.654851
34 2025-11-30 44.576532 25.637139 62.646692
Forecast for North America and Product 989:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.668489 21.476249 57.355098
31 2025-08-31 39.778379 21.338580 58.954157
32 2025-09-30 39.884724 21.265670 57.792015
33 2025-10-31 39.994613 22.161169 58.762463
34 2025-11-30 40.100958 21.470884 58.543910
14:16:53 - cmdstanpy - INFO - Chain [1] start processing 14:16:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 990:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.874199 21.001106 65.218524
31 2025-08-31 42.910652 22.037455 64.159313
32 2025-09-30 42.945929 22.492375 63.823177
33 2025-10-31 42.982382 22.155064 64.518383
34 2025-11-30 43.017658 21.598894 65.062071
14:16:54 - cmdstanpy - INFO - Chain [1] start processing 14:16:54 - cmdstanpy - INFO - Chain [1] done processing 14:16:54 - cmdstanpy - INFO - Chain [1] start processing 14:16:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 991:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.354252 23.730886 76.535210
31 2025-08-31 49.623121 24.271777 77.914860
32 2025-09-30 49.883316 24.831962 75.886426
33 2025-10-31 50.152185 24.069296 77.721086
34 2025-11-30 50.412380 24.067179 75.986123
Forecast for North America and Product 992:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.460503 16.198888 52.323355
31 2025-08-31 34.359446 15.423707 53.171382
32 2025-09-30 34.261649 14.432633 53.099585
33 2025-10-31 34.160592 14.803114 52.868824
34 2025-11-30 34.062796 14.747835 53.353226
14:16:54 - cmdstanpy - INFO - Chain [1] start processing 14:16:54 - cmdstanpy - INFO - Chain [1] done processing 14:16:54 - cmdstanpy - INFO - Chain [1] start processing 14:16:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 993:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.955823 -1.746532 43.758733
31 2025-08-31 21.103039 -2.433102 43.776951
32 2025-09-30 20.277765 -1.078079 41.735630
33 2025-10-31 19.424981 -2.613016 41.873350
34 2025-11-30 18.599706 -3.873910 39.427408
Forecast for North America and Product 994:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.143269 27.686773 65.206875
31 2025-08-31 46.516822 27.567711 64.680742
32 2025-09-30 46.878325 27.937893 65.093806
33 2025-10-31 47.251878 29.440509 65.523712
34 2025-11-30 47.613380 29.037142 65.912638
14:16:54 - cmdstanpy - INFO - Chain [1] start processing 14:16:54 - cmdstanpy - INFO - Chain [1] done processing 14:16:54 - cmdstanpy - INFO - Chain [1] start processing 14:16:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 995:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.036865 17.625724 50.600609
31 2025-08-31 33.936476 16.583351 49.649693
32 2025-09-30 33.839326 17.789524 50.010275
33 2025-10-31 33.738937 17.447233 50.318376
34 2025-11-30 33.641786 16.443735 50.597255
Forecast for North America and Product 996:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.501398 26.140901 57.404774
31 2025-08-31 41.815068 26.132030 58.847195
32 2025-09-30 42.118621 26.620589 58.571085
33 2025-10-31 42.432291 27.540156 59.316032
34 2025-11-30 42.735844 25.970543 57.759185
14:16:55 - cmdstanpy - INFO - Chain [1] start processing 14:16:55 - cmdstanpy - INFO - Chain [1] done processing 14:16:55 - cmdstanpy - INFO - Chain [1] start processing 14:16:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 997:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.816765 10.322755 44.024551
31 2025-08-31 25.888649 8.811975 43.601461
32 2025-09-30 24.990472 7.206993 43.214442
33 2025-10-31 24.062355 6.676836 41.586302
34 2025-11-30 23.164178 6.562333 40.429614
14:16:55 - cmdstanpy - INFO - Chain [1] start processing 14:16:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 998:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.659189 30.436879 62.223912
31 2025-08-31 47.070332 30.492309 63.520566
32 2025-09-30 47.468212 31.352453 64.279368
33 2025-10-31 47.879355 30.357525 65.606742
34 2025-11-30 48.277235 30.572444 65.178292
Forecast for North America and Product 999:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.018684 27.504775 52.651304
31 2025-08-31 39.870497 27.832620 52.042434
32 2025-09-30 39.727089 27.668819 51.757398
33 2025-10-31 39.578902 28.349347 50.861921
34 2025-11-30 39.435494 28.222936 50.900001
14:16:55 - cmdstanpy - INFO - Chain [1] start processing 14:16:55 - cmdstanpy - INFO - Chain [1] done processing 14:16:55 - cmdstanpy - INFO - Chain [1] start processing 14:16:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 100:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.221610 16.721320 47.395726
31 2025-08-31 32.104390 15.216635 48.132489
32 2025-09-30 31.990951 15.901809 47.344132
33 2025-10-31 31.873731 15.889034 47.621039
34 2025-11-30 31.760293 15.001720 47.485225
Forecast for South America and Product 101:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.915897 25.335112 70.746377
31 2025-08-31 47.170633 22.155277 71.313827
32 2025-09-30 47.417151 23.971713 72.208733
33 2025-10-31 47.671886 23.866282 70.076008
34 2025-11-30 47.918404 25.054024 70.234513
14:16:56 - cmdstanpy - INFO - Chain [1] start processing 14:16:56 - cmdstanpy - INFO - Chain [1] done processing 14:16:56 - cmdstanpy - INFO - Chain [1] start processing 14:16:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 102:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.916360 8.878797 39.880210
31 2025-08-31 23.205884 7.486122 38.647806
32 2025-09-30 22.518327 7.084029 38.980439
33 2025-10-31 21.807851 6.306581 37.228093
34 2025-11-30 21.120293 6.391068 35.674630
Forecast for South America and Product 103:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.626172 9.752087 41.131279
31 2025-08-31 25.042347 10.039799 41.780028
32 2025-09-30 24.477354 10.204625 40.396585
33 2025-10-31 23.893529 8.888224 39.439619
34 2025-11-30 23.328536 9.047566 38.003366
14:16:56 - cmdstanpy - INFO - Chain [1] start processing 14:16:56 - cmdstanpy - INFO - Chain [1] done processing 14:16:56 - cmdstanpy - INFO - Chain [1] start processing 14:16:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 104:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.341544 26.446380 69.065054
31 2025-08-31 47.299490 24.426262 69.705212
32 2025-09-30 47.258793 23.592354 71.269635
33 2025-10-31 47.216740 22.658673 69.001835
34 2025-11-30 47.176042 25.140357 69.757909
Forecast for South America and Product 105:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.130051 24.100406 65.192174
31 2025-08-31 46.312698 26.094592 66.137283
32 2025-09-30 46.489452 24.366318 65.437305
33 2025-10-31 46.672098 27.271724 66.086690
34 2025-11-30 46.848853 25.980951 67.326361
14:16:56 - cmdstanpy - INFO - Chain [1] start processing 14:16:56 - cmdstanpy - INFO - Chain [1] done processing 14:16:56 - cmdstanpy - INFO - Chain [1] start processing 14:16:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 106:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.601744 -1.926941 37.325524
31 2025-08-31 17.431748 -2.820137 37.972950
32 2025-09-30 16.299494 -3.642921 36.099636
33 2025-10-31 15.129498 -4.580717 33.224507
34 2025-11-30 13.997244 -4.930658 33.547656
Forecast for South America and Product 107:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.584161 23.311379 56.802669
31 2025-08-31 39.696759 22.458471 56.864893
32 2025-09-30 39.805724 23.593457 58.639246
33 2025-10-31 39.918322 21.892897 56.105760
34 2025-11-30 40.027287 22.056152 56.912150
14:16:57 - cmdstanpy - INFO - Chain [1] start processing 14:16:57 - cmdstanpy - INFO - Chain [1] done processing 14:16:57 - cmdstanpy - INFO - Chain [1] start processing 14:16:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 108:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.484408 11.142825 60.000783
31 2025-08-31 35.122020 12.421212 59.602733
32 2025-09-30 34.771321 10.825340 59.892200
33 2025-10-31 34.408933 10.314211 59.084904
34 2025-11-30 34.058235 10.167724 56.347313
Forecast for South America and Product 109:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.594717 24.464558 58.091042
31 2025-08-31 40.815290 24.651092 57.003567
32 2025-09-30 41.028748 23.835253 57.766237
33 2025-10-31 41.249321 25.271254 57.083644
34 2025-11-30 41.462778 25.131951 57.775321
14:16:57 - cmdstanpy - INFO - Chain [1] start processing 14:16:57 - cmdstanpy - INFO - Chain [1] done processing 14:16:57 - cmdstanpy - INFO - Chain [1] start processing 14:16:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 110:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.285389 12.284821 56.820663
31 2025-08-31 34.074276 11.146105 57.884063
32 2025-09-30 33.869973 9.177001 56.428029
33 2025-10-31 33.658860 9.413662 55.027863
34 2025-11-30 33.454557 9.173664 57.611434
Forecast for South America and Product 111:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.682134 7.219681 48.110613
31 2025-08-31 26.068725 3.854645 46.199646
32 2025-09-30 25.475103 4.755299 45.981426
33 2025-10-31 24.861693 5.108454 45.975423
34 2025-11-30 24.268071 3.768415 44.492002
14:16:57 - cmdstanpy - INFO - Chain [1] start processing 14:16:57 - cmdstanpy - INFO - Chain [1] done processing 14:16:57 - cmdstanpy - INFO - Chain [1] start processing 14:16:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 112:
ds yhat yhat_lower yhat_upper
30 2025-07-31 14.063102 -0.074993 27.161844
31 2025-08-31 12.892178 -1.200813 26.825355
32 2025-09-30 11.759026 -3.750528 24.944327
33 2025-10-31 10.588102 -3.197407 24.513779
34 2025-11-30 9.454949 -4.678849 23.916265
Forecast for South America and Product 113:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.713840 18.643237 48.995049
31 2025-08-31 33.228026 17.209057 48.796957
32 2025-09-30 32.757884 17.718339 48.223807
33 2025-10-31 32.272070 17.046569 47.543181
34 2025-11-30 31.801928 17.278005 47.232449
14:16:58 - cmdstanpy - INFO - Chain [1] start processing 14:16:58 - cmdstanpy - INFO - Chain [1] done processing 14:16:58 - cmdstanpy - INFO - Chain [1] start processing 14:16:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 114:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.687120 15.469303 52.799409
31 2025-08-31 34.614297 15.647062 52.971249
32 2025-09-30 34.543823 16.378209 55.227757
33 2025-10-31 34.471000 14.788518 52.662428
34 2025-11-30 34.400526 14.648548 54.028800
Forecast for South America and Product 115:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.067618 5.007293 44.538877
31 2025-08-31 24.497171 6.562606 43.838410
32 2025-09-30 23.945126 5.813635 42.095922
33 2025-10-31 23.374679 5.208392 41.447123
34 2025-11-30 22.822634 4.755416 42.390949
14:16:58 - cmdstanpy - INFO - Chain [1] start processing 14:16:58 - cmdstanpy - INFO - Chain [1] done processing 14:16:58 - cmdstanpy - INFO - Chain [1] start processing 14:16:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 116:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.444299 12.815331 46.277259
31 2025-08-31 29.701912 14.084078 45.387269
32 2025-09-30 28.983473 13.052604 44.999090
33 2025-10-31 28.241086 10.493644 45.297464
34 2025-11-30 27.522647 12.260466 44.504204
Forecast for South America and Product 117:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.525291 -1.823245 43.861297
31 2025-08-31 21.489609 -3.595896 44.646356
32 2025-09-30 20.487336 -4.040846 43.903063
33 2025-10-31 19.451653 -4.563311 43.136712
34 2025-11-30 18.449380 -4.157796 42.073768
14:16:58 - cmdstanpy - INFO - Chain [1] start processing 14:16:58 - cmdstanpy - INFO - Chain [1] done processing 14:16:59 - cmdstanpy - INFO - Chain [1] start processing 14:16:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 118:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.081388 24.198854 66.836792
31 2025-08-31 45.103135 23.963905 66.796863
32 2025-09-30 45.124180 23.725756 66.880420
33 2025-10-31 45.145927 23.966088 66.489642
34 2025-11-30 45.166972 23.582572 66.118492
Forecast for South America and Product 119:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.644524 26.000040 58.619552
31 2025-08-31 43.421986 24.412552 59.546852
32 2025-09-30 43.206627 27.256055 60.160662
33 2025-10-31 42.984090 26.012010 58.888884
34 2025-11-30 42.768731 26.818798 60.472489
14:16:59 - cmdstanpy - INFO - Chain [1] start processing 14:16:59 - cmdstanpy - INFO - Chain [1] done processing 14:16:59 - cmdstanpy - INFO - Chain [1] start processing 14:16:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 120:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.533922 34.113849 74.083224
31 2025-08-31 53.128924 32.773131 73.555108
32 2025-09-30 53.704732 35.504146 74.164894
33 2025-10-31 54.299734 34.146425 74.577041
34 2025-11-30 54.875543 35.881366 76.271859
Forecast for South America and Product 121:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.706662 7.202663 57.407143
31 2025-08-31 31.017503 6.394620 54.136890
32 2025-09-30 30.350576 7.463616 54.293582
33 2025-10-31 29.661417 4.721498 52.179877
34 2025-11-30 28.994490 3.946299 55.020621
14:16:59 - cmdstanpy - INFO - Chain [1] start processing 14:16:59 - cmdstanpy - INFO - Chain [1] done processing 14:16:59 - cmdstanpy - INFO - Chain [1] start processing 14:16:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 122:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.677627 28.233050 62.379386
31 2025-08-31 45.983429 28.751087 62.347948
32 2025-09-30 46.279367 28.962206 62.952037
33 2025-10-31 46.585169 29.808009 64.320675
34 2025-11-30 46.881107 31.010248 63.197878
Forecast for South America and Product 123:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.674836 12.268753 39.906109
31 2025-08-31 25.209644 11.929783 39.699865
32 2025-09-30 24.759459 11.295810 38.907549
33 2025-10-31 24.294267 9.151838 38.748761
34 2025-11-30 23.844081 10.304166 37.930221
14:16:59 - cmdstanpy - INFO - Chain [1] start processing 14:16:59 - cmdstanpy - INFO - Chain [1] done processing 14:17:00 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 124:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.143531 29.276399 58.552633
31 2025-08-31 44.594105 30.752991 60.330735
32 2025-09-30 45.030144 31.170309 58.441940
33 2025-10-31 45.480717 31.277934 60.179355
34 2025-11-30 45.916756 31.414616 60.344225
14:17:00 - cmdstanpy - INFO - Chain [1] done processing 14:17:00 - cmdstanpy - INFO - Chain [1] start processing 14:17:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 125:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.724162 28.188731 62.418082
31 2025-08-31 45.005506 29.433618 60.945242
32 2025-09-30 45.277775 28.969732 62.211483
33 2025-10-31 45.559120 28.289364 61.891601
34 2025-11-30 45.831389 28.388370 62.162062
Forecast for South America and Product 126:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.827424 23.704662 52.242888
31 2025-08-31 37.656621 22.556078 52.710819
32 2025-09-30 37.491329 21.233900 52.255134
33 2025-10-31 37.320527 23.331779 52.031934
34 2025-11-30 37.155234 22.136233 52.425012
14:17:00 - cmdstanpy - INFO - Chain [1] start processing 14:17:00 - cmdstanpy - INFO - Chain [1] done processing 14:17:00 - cmdstanpy - INFO - Chain [1] start processing 14:17:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 127:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.110973 19.513511 63.760688
31 2025-08-31 42.193078 20.370420 65.603073
32 2025-09-30 42.272535 20.352286 64.256667
33 2025-10-31 42.354640 21.165686 64.788207
34 2025-11-30 42.434097 19.876333 64.882213
Forecast for South America and Product 128:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.513881 27.383255 58.438380
31 2025-08-31 42.527645 25.215911 58.760353
32 2025-09-30 42.540964 25.923154 59.455925
33 2025-10-31 42.554727 26.606891 58.995023
34 2025-11-30 42.568047 24.737435 58.421523
14:17:00 - cmdstanpy - INFO - Chain [1] start processing 14:17:00 - cmdstanpy - INFO - Chain [1] done processing 14:17:01 - cmdstanpy - INFO - Chain [1] start processing 14:17:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 129:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.254805 25.826654 64.935627
31 2025-08-31 45.529554 26.488101 63.000824
32 2025-09-30 45.795441 26.741463 64.427074
33 2025-10-31 46.070190 27.210128 64.002630
34 2025-11-30 46.336076 27.097165 65.550479
Forecast for South America and Product 130:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.875044 17.422281 53.695288
31 2025-08-31 34.514362 16.955843 50.617607
32 2025-09-30 34.165315 17.516900 51.034395
33 2025-10-31 33.804633 15.985526 51.579920
34 2025-11-30 33.455585 15.186706 49.768179
14:17:01 - cmdstanpy - INFO - Chain [1] start processing 14:17:01 - cmdstanpy - INFO - Chain [1] done processing 14:17:01 - cmdstanpy - INFO - Chain [1] start processing 14:17:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 131:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.047651 24.224248 63.427241
31 2025-08-31 43.959708 24.252095 63.275199
32 2025-09-30 43.874601 24.906146 61.557011
33 2025-10-31 43.786658 25.103805 62.618608
34 2025-11-30 43.701552 23.009886 61.675929
Forecast for South America and Product 132:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.956923 24.821378 64.629887
31 2025-08-31 44.002343 26.220125 63.501493
32 2025-09-30 44.046298 25.763429 63.755257
33 2025-10-31 44.091718 26.148454 64.418080
34 2025-11-30 44.135672 25.698998 62.732489
14:17:01 - cmdstanpy - INFO - Chain [1] start processing 14:17:01 - cmdstanpy - INFO - Chain [1] done processing 14:17:01 - cmdstanpy - INFO - Chain [1] start processing 14:17:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 133:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.656862 9.733678 47.600407
31 2025-08-31 27.884763 9.136754 47.029601
32 2025-09-30 27.137570 9.000733 44.281943
33 2025-10-31 26.365471 8.065614 45.744545
34 2025-11-30 25.618278 7.434678 43.771146
Forecast for South America and Product 134:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.825622 12.646688 51.838015
31 2025-08-31 32.502949 13.524498 52.392170
32 2025-09-30 32.190685 11.018585 50.479782
33 2025-10-31 31.868012 11.036146 52.684767
34 2025-11-30 31.555748 10.519152 50.222245
14:17:01 - cmdstanpy - INFO - Chain [1] start processing 14:17:02 - cmdstanpy - INFO - Chain [1] done processing 14:17:02 - cmdstanpy - INFO - Chain [1] start processing 14:17:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 135:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.004484 29.422979 62.859135
31 2025-08-31 46.409289 29.377082 63.174200
32 2025-09-30 46.801036 30.761781 64.296484
33 2025-10-31 47.205841 29.223017 63.103635
34 2025-11-30 47.597588 31.338738 63.613225
Forecast for South America and Product 136:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.921335 27.179568 56.692059
31 2025-08-31 42.148449 27.764566 58.201003
32 2025-09-30 42.368236 27.672296 56.586437
33 2025-10-31 42.595349 26.783056 57.949932
34 2025-11-30 42.815137 26.476988 58.279018
14:17:02 - cmdstanpy - INFO - Chain [1] start processing 14:17:02 - cmdstanpy - INFO - Chain [1] done processing 14:17:02 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 137:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.327688 11.752697 46.915049
31 2025-08-31 28.930144 12.030754 46.730523
32 2025-09-30 28.545425 11.254567 46.905158
33 2025-10-31 28.147881 10.800229 46.289988
34 2025-11-30 27.763161 11.497965 45.340763
14:17:02 - cmdstanpy - INFO - Chain [1] done processing 14:17:02 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 138:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.445601 24.439804 66.530514
31 2025-08-31 45.599980 25.066891 65.165129
32 2025-09-30 45.749379 25.492557 65.338368
33 2025-10-31 45.903758 24.882359 66.640991
34 2025-11-30 46.053157 25.677593 66.335461
14:17:03 - cmdstanpy - INFO - Chain [1] done processing 14:17:03 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 139:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.574842 22.610973 54.171293
31 2025-08-31 37.529025 22.190476 53.614288
32 2025-09-30 37.484685 21.695274 53.731428
33 2025-10-31 37.438868 21.223106 53.803368
34 2025-11-30 37.394529 21.852084 52.865573
14:17:03 - cmdstanpy - INFO - Chain [1] done processing 14:17:03 - cmdstanpy - INFO - Chain [1] start processing 14:17:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 140:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.979948 17.719892 63.781530
31 2025-08-31 40.125047 17.548199 62.716450
32 2025-09-30 40.265466 16.661628 63.916317
33 2025-10-31 40.410566 16.045093 62.132678
34 2025-11-30 40.550985 17.643590 63.687374
Forecast for South America and Product 141:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.631114 34.254020 80.119845
31 2025-08-31 58.436550 35.912156 79.691667
32 2025-09-30 59.216004 36.600702 81.501589
33 2025-10-31 60.021439 37.097122 83.589420
34 2025-11-30 60.800893 39.091491 82.612623
14:17:03 - cmdstanpy - INFO - Chain [1] start processing 14:17:03 - cmdstanpy - INFO - Chain [1] done processing 14:17:03 - cmdstanpy - INFO - Chain [1] start processing 14:17:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 142:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.921646 22.152709 62.772336
31 2025-08-31 41.887525 23.250656 61.082523
32 2025-09-30 41.854504 20.842593 61.625270
33 2025-10-31 41.820383 22.927550 62.626586
34 2025-11-30 41.787362 22.197151 61.566005
Forecast for South America and Product 143:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.083137 40.328610 77.164756
31 2025-08-31 59.872308 42.057717 77.761186
32 2025-09-30 60.636022 42.837620 79.965646
33 2025-10-31 61.425194 43.397222 79.896676
34 2025-11-30 62.188908 43.740719 79.522802
14:17:04 - cmdstanpy - INFO - Chain [1] start processing 14:17:04 - cmdstanpy - INFO - Chain [1] done processing 14:17:04 - cmdstanpy - INFO - Chain [1] start processing 14:17:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 144:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.332425 25.193440 56.965879
31 2025-08-31 40.494229 24.472224 57.247347
32 2025-09-30 40.650813 25.199543 56.163059
33 2025-10-31 40.812616 23.127076 56.924676
34 2025-11-30 40.969200 24.401854 57.216424
Forecast for South America and Product 145:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.663109 36.642759 71.371855
31 2025-08-31 54.077267 36.867022 71.226698
32 2025-09-30 54.478066 35.021003 70.759751
33 2025-10-31 54.892224 37.450999 72.425416
34 2025-11-30 55.293023 38.521943 74.117788
14:17:04 - cmdstanpy - INFO - Chain [1] start processing 14:17:04 - cmdstanpy - INFO - Chain [1] done processing 14:17:04 - cmdstanpy - INFO - Chain [1] start processing 14:17:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 146:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.366978 14.984216 57.805862
31 2025-08-31 37.166562 15.768023 58.648831
32 2025-09-30 36.972611 16.324996 57.619702
33 2025-10-31 36.772195 15.170588 57.355552
34 2025-11-30 36.578244 15.039994 56.557647
Forecast for South America and Product 147:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.630782 16.806232 54.429929
31 2025-08-31 35.586313 15.852539 54.193586
32 2025-09-30 35.543278 17.687951 53.434852
33 2025-10-31 35.498808 16.185336 54.454942
34 2025-11-30 35.455774 17.629226 54.356512
14:17:04 - cmdstanpy - INFO - Chain [1] start processing 14:17:04 - cmdstanpy - INFO - Chain [1] done processing 14:17:04 - cmdstanpy - INFO - Chain [1] start processing 14:17:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 148:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.165712 25.994253 57.944594
31 2025-08-31 42.320503 26.994504 58.670120
32 2025-09-30 42.470300 27.288578 59.196406
33 2025-10-31 42.625090 25.767061 59.019378
34 2025-11-30 42.774887 26.470245 58.155631
Forecast for South America and Product 149:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.071803 40.539940 78.870427
31 2025-08-31 60.694685 39.399937 82.210734
32 2025-09-30 61.297474 42.248060 82.347565
33 2025-10-31 61.920357 40.746524 82.404466
34 2025-11-30 62.523146 41.372485 83.604307
14:17:05 - cmdstanpy - INFO - Chain [1] start processing 14:17:05 - cmdstanpy - INFO - Chain [1] done processing 14:17:05 - cmdstanpy - INFO - Chain [1] start processing 14:17:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 150:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.161321 15.132957 55.932842
31 2025-08-31 34.953050 13.687546 55.428584
32 2025-09-30 34.751497 15.169946 55.270583
33 2025-10-31 34.543226 12.188595 54.284635
34 2025-11-30 34.341673 14.174925 54.086162
Forecast for South America and Product 151:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.452857 28.584036 62.359647
31 2025-08-31 45.781287 29.950796 63.544619
32 2025-09-30 46.099122 27.800546 63.742282
33 2025-10-31 46.427552 29.514821 64.341347
34 2025-11-30 46.745388 29.892270 63.749114
14:17:05 - cmdstanpy - INFO - Chain [1] start processing 14:17:05 - cmdstanpy - INFO - Chain [1] done processing 14:17:05 - cmdstanpy - INFO - Chain [1] start processing 14:17:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 152:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.442652 5.047137 42.389386
31 2025-08-31 22.497575 3.341502 41.267522
32 2025-09-30 21.582985 2.767182 39.229486
33 2025-10-31 20.637909 0.599829 38.058877
34 2025-11-30 19.723319 0.808502 37.204101
Forecast for South America and Product 153:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.479438 18.260068 58.786572
31 2025-08-31 38.376081 16.899900 59.901211
32 2025-09-30 38.276057 17.324956 58.626467
33 2025-10-31 38.172700 17.864405 59.647448
34 2025-11-30 38.072677 16.482765 58.025455
14:17:05 - cmdstanpy - INFO - Chain [1] start processing 14:17:05 - cmdstanpy - INFO - Chain [1] done processing 14:17:05 - cmdstanpy - INFO - Chain [1] start processing 14:17:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 154:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.442034 16.881859 54.462620
31 2025-08-31 35.134208 16.645793 54.910993
32 2025-09-30 34.836312 16.117701 55.001171
33 2025-10-31 34.528486 15.792791 54.001233
34 2025-11-30 34.230590 16.149085 54.235270
Forecast for South America and Product 155:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.284208 18.324758 52.510183
31 2025-08-31 36.155060 19.410738 53.069659
32 2025-09-30 36.030079 19.037909 52.847157
33 2025-10-31 35.900931 18.166829 52.761352
34 2025-11-30 35.775949 20.129167 53.324038
14:17:06 - cmdstanpy - INFO - Chain [1] start processing 14:17:06 - cmdstanpy - INFO - Chain [1] done processing 14:17:06 - cmdstanpy - INFO - Chain [1] start processing 14:17:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 156:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.786704 23.986871 59.930461
31 2025-08-31 42.216495 24.708878 60.555086
32 2025-09-30 42.632421 25.160590 61.140081
33 2025-10-31 43.062212 26.765146 60.664975
34 2025-11-30 43.478139 25.632775 61.237705
Forecast for South America and Product 157:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.395595 29.247622 64.605077
31 2025-08-31 46.537562 28.664772 63.427300
32 2025-09-30 46.674950 29.914017 63.458873
33 2025-10-31 46.816918 29.191634 65.345958
34 2025-11-30 46.954306 28.997591 64.027101
14:17:06 - cmdstanpy - INFO - Chain [1] start processing 14:17:06 - cmdstanpy - INFO - Chain [1] done processing 14:17:06 - cmdstanpy - INFO - Chain [1] start processing 14:17:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 158:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.115784 14.344878 62.695371
31 2025-08-31 37.759686 14.793211 62.192952
32 2025-09-30 37.415074 13.001524 61.290367
33 2025-10-31 37.058975 13.851750 60.332993
34 2025-11-30 36.714364 12.124823 58.253234
Forecast for South America and Product 159:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.050891 14.438734 65.491548
31 2025-08-31 40.965762 15.070289 66.388192
32 2025-09-30 40.883380 15.392481 67.516323
33 2025-10-31 40.798252 15.578200 65.356397
34 2025-11-30 40.715870 15.252915 65.348089
14:17:06 - cmdstanpy - INFO - Chain [1] start processing 14:17:06 - cmdstanpy - INFO - Chain [1] done processing 14:17:07 - cmdstanpy - INFO - Chain [1] start processing 14:17:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 160:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.203307 20.492563 58.442334
31 2025-08-31 39.285157 21.168831 58.184119
32 2025-09-30 39.364367 19.906082 57.552344
33 2025-10-31 39.446217 20.645223 57.090642
34 2025-11-30 39.525427 20.376053 59.337249
Forecast for South America and Product 161:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.204954 16.216143 63.203763
31 2025-08-31 39.216739 13.524806 63.442433
32 2025-09-30 39.228144 13.464572 64.018447
33 2025-10-31 39.239929 14.375432 63.803182
34 2025-11-30 39.251333 14.234742 65.243602
14:17:07 - cmdstanpy - INFO - Chain [1] start processing 14:17:07 - cmdstanpy - INFO - Chain [1] done processing 14:17:07 - cmdstanpy - INFO - Chain [1] start processing 14:17:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 162:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.629018 22.124030 49.757750
31 2025-08-31 36.485708 23.076588 49.588476
32 2025-09-30 36.347021 23.201046 49.503421
33 2025-10-31 36.203711 22.976871 49.886263
34 2025-11-30 36.065024 22.318155 48.929263
Forecast for South America and Product 163:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.619785 16.817813 54.062632
31 2025-08-31 35.168464 15.629098 55.337200
32 2025-09-30 34.731702 15.846700 52.636229
33 2025-10-31 34.280381 13.571479 52.603793
34 2025-11-30 33.843618 14.707866 52.614349
14:17:07 - cmdstanpy - INFO - Chain [1] start processing 14:17:07 - cmdstanpy - INFO - Chain [1] done processing 14:17:07 - cmdstanpy - INFO - Chain [1] start processing 14:17:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 164:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.714424 34.348673 64.780436
31 2025-08-31 50.197847 36.738183 64.431907
32 2025-09-30 50.665676 35.417297 65.126342
33 2025-10-31 51.149099 37.598353 65.755983
34 2025-11-30 51.616928 37.180618 66.297535
Forecast for South America and Product 165:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.846716 7.429903 48.915517
31 2025-08-31 27.263127 4.167901 46.583093
32 2025-09-30 26.698364 5.476913 48.628371
33 2025-10-31 26.114775 5.950965 46.945126
34 2025-11-30 25.550011 4.226904 47.187998
14:17:07 - cmdstanpy - INFO - Chain [1] start processing 14:17:07 - cmdstanpy - INFO - Chain [1] done processing 14:17:08 - cmdstanpy - INFO - Chain [1] start processing 14:17:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 166:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.927351 21.966697 62.284351
31 2025-08-31 41.786140 20.091486 62.864091
32 2025-09-30 41.649485 21.167129 62.847444
33 2025-10-31 41.508274 20.635971 64.644109
34 2025-11-30 41.371618 18.919677 61.056918
Forecast for South America and Product 167:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.647686 19.067648 67.176816
31 2025-08-31 42.674667 17.249959 67.770604
32 2025-09-30 42.700778 17.628366 67.880652
33 2025-10-31 42.727758 18.349958 67.452637
34 2025-11-30 42.753869 18.464937 65.735961
14:17:08 - cmdstanpy - INFO - Chain [1] start processing 14:17:08 - cmdstanpy - INFO - Chain [1] done processing 14:17:08 - cmdstanpy - INFO - Chain [1] start processing 14:17:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 168:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.190586 23.085123 69.975824
31 2025-08-31 47.537090 24.578236 71.011126
32 2025-09-30 47.872417 26.483091 70.412667
33 2025-10-31 48.218921 25.724383 70.104609
34 2025-11-30 48.554248 25.739679 70.279073
Forecast for South America and Product 169:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.438195 27.334914 57.271105
31 2025-08-31 42.369703 25.458329 58.090898
32 2025-09-30 42.303420 26.609848 57.681615
33 2025-10-31 42.234929 25.821861 57.938983
34 2025-11-30 42.168646 27.589455 59.516829
14:17:08 - cmdstanpy - INFO - Chain [1] start processing 14:17:08 - cmdstanpy - INFO - Chain [1] done processing 14:17:08 - cmdstanpy - INFO - Chain [1] start processing 14:17:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 170:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.220294 22.409120 68.508338
31 2025-08-31 45.302778 23.990603 65.010009
32 2025-09-30 45.382601 25.230034 66.786954
33 2025-10-31 45.465084 24.165023 65.869789
34 2025-11-30 45.544907 22.295437 67.233994
Forecast for South America and Product 171:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.727109 0.508893 47.017854
31 2025-08-31 21.596039 0.104921 45.738941
32 2025-09-30 20.501455 -3.889591 42.825149
33 2025-10-31 19.370385 -4.283162 44.019030
34 2025-11-30 18.275801 -5.893446 40.297771
14:17:08 - cmdstanpy - INFO - Chain [1] start processing 14:17:08 - cmdstanpy - INFO - Chain [1] done processing 14:17:09 - cmdstanpy - INFO - Chain [1] start processing 14:17:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 172:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.001849 26.338024 65.998198
31 2025-08-31 47.274730 27.683704 66.504848
32 2025-09-30 47.538809 29.316275 67.800841
33 2025-10-31 47.811689 29.466048 68.153593
34 2025-11-30 48.075768 28.148926 66.919437
14:17:09 - cmdstanpy - INFO - Chain [1] start processing 14:17:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 173:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.948398 30.488011 64.556398
31 2025-08-31 48.453950 31.224177 66.359113
32 2025-09-30 48.943193 30.817186 66.969600
33 2025-10-31 49.448744 32.352800 66.710021
34 2025-11-30 49.937987 31.946184 67.239147
Forecast for South America and Product 174:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.626157 19.479019 49.530337
31 2025-08-31 34.598601 19.155306 49.601827
32 2025-09-30 34.571934 18.389963 48.491742
33 2025-10-31 34.544378 20.196398 50.195294
34 2025-11-30 34.517710 18.850656 49.148693
14:17:09 - cmdstanpy - INFO - Chain [1] start processing 14:17:09 - cmdstanpy - INFO - Chain [1] done processing 14:17:09 - cmdstanpy - INFO - Chain [1] start processing 14:17:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 175:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.249156 19.757619 51.899187
31 2025-08-31 36.139003 20.715099 51.072474
32 2025-09-30 36.032403 20.592990 52.413071
33 2025-10-31 35.922250 20.671603 51.728037
34 2025-11-30 35.815651 20.187548 52.623254
Forecast for South America and Product 176:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.854125 14.221449 55.622298
31 2025-08-31 34.759035 15.711416 54.309048
32 2025-09-30 34.667013 14.038797 55.678559
33 2025-10-31 34.571923 13.866193 53.360828
34 2025-11-30 34.479901 15.166545 56.159160
14:17:09 - cmdstanpy - INFO - Chain [1] start processing 14:17:09 - cmdstanpy - INFO - Chain [1] done processing 14:17:10 - cmdstanpy - INFO - Chain [1] start processing 14:17:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 177:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.093871 19.482033 54.303834
31 2025-08-31 38.172472 20.771121 54.251754
32 2025-09-30 38.248536 20.801542 55.029975
33 2025-10-31 38.327137 19.878850 55.354854
34 2025-11-30 38.403201 21.247363 55.767002
Forecast for South America and Product 178:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.408805 16.213751 49.969619
31 2025-08-31 33.195853 16.503656 49.892130
32 2025-09-30 32.989771 16.290178 48.963661
33 2025-10-31 32.776818 17.279222 47.847208
34 2025-11-30 32.570736 16.667236 50.412479
14:17:10 - cmdstanpy - INFO - Chain [1] start processing 14:17:10 - cmdstanpy - INFO - Chain [1] done processing 14:17:10 - cmdstanpy - INFO - Chain [1] start processing 14:17:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 179:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.659537 24.568306 65.413987
31 2025-08-31 45.197638 26.063076 65.944422
32 2025-09-30 45.718380 25.487116 66.393764
33 2025-10-31 46.256481 27.342270 65.608225
34 2025-11-30 46.777224 26.740997 66.329615
Forecast for South America and Product 180:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.620764 21.009681 52.782952
31 2025-08-31 37.373172 21.369510 54.397565
32 2025-09-30 37.133567 21.873110 51.865138
33 2025-10-31 36.885975 18.783443 52.342510
34 2025-11-30 36.646369 20.338953 53.457830
14:17:10 - cmdstanpy - INFO - Chain [1] start processing 14:17:10 - cmdstanpy - INFO - Chain [1] done processing 14:17:10 - cmdstanpy - INFO - Chain [1] start processing 14:17:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 181:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.475580 27.089805 69.080807
31 2025-08-31 48.496382 26.574680 70.369490
32 2025-09-30 48.516514 26.001395 68.723796
33 2025-10-31 48.537317 27.583226 70.384602
34 2025-11-30 48.557449 25.951516 68.596919
Forecast for South America and Product 182:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.922791 29.663815 60.683271
31 2025-08-31 45.232193 30.404789 61.026945
32 2025-09-30 45.531614 30.050785 60.593669
33 2025-10-31 45.841015 30.414673 61.739216
34 2025-11-30 46.140436 31.346848 61.331656
14:17:10 - cmdstanpy - INFO - Chain [1] start processing 14:17:10 - cmdstanpy - INFO - Chain [1] done processing 14:17:11 - cmdstanpy - INFO - Chain [1] start processing 14:17:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 183:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.884455 28.872864 61.617294
31 2025-08-31 45.055118 28.440969 61.933865
32 2025-09-30 45.220275 28.816978 61.971179
33 2025-10-31 45.390938 26.798342 61.581252
34 2025-11-30 45.556095 28.748316 61.774845
Forecast for South America and Product 184:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.117169 12.048108 50.349720
31 2025-08-31 30.842381 10.078218 50.641612
32 2025-09-30 30.576457 9.200269 51.255314
33 2025-10-31 30.301669 10.117223 49.954240
34 2025-11-30 30.035745 10.594719 49.974507
14:17:11 - cmdstanpy - INFO - Chain [1] start processing 14:17:11 - cmdstanpy - INFO - Chain [1] done processing 14:17:11 - cmdstanpy - INFO - Chain [1] start processing 14:17:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 185:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.408268 15.570992 53.034842
31 2025-08-31 33.966627 15.567719 52.316044
32 2025-09-30 33.539232 15.879164 51.519373
33 2025-10-31 33.097591 14.680802 51.616715
34 2025-11-30 32.670196 14.394858 51.842922
Forecast for South America and Product 186:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.163080 9.278624 51.843390
31 2025-08-31 30.811498 10.142258 51.535745
32 2025-09-30 30.471258 9.751363 52.323451
33 2025-10-31 30.119676 7.933378 52.025745
34 2025-11-30 29.779435 8.455953 50.897307
14:17:11 - cmdstanpy - INFO - Chain [1] start processing 14:17:11 - cmdstanpy - INFO - Chain [1] done processing 14:17:11 - cmdstanpy - INFO - Chain [1] start processing 14:17:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 187:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.017204 27.660825 75.749665
31 2025-08-31 52.387157 27.353901 78.442175
32 2025-09-30 52.745176 29.855864 78.472584
33 2025-10-31 53.115129 26.917134 78.129266
34 2025-11-30 53.473148 29.080733 77.060608
Forecast for South America and Product 188:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.354801 15.762418 59.142827
31 2025-08-31 37.071629 13.980849 58.859646
32 2025-09-30 36.797591 15.457502 59.268827
33 2025-10-31 36.514419 13.085772 57.578509
34 2025-11-30 36.240381 14.953815 57.136760
14:17:12 - cmdstanpy - INFO - Chain [1] start processing 14:17:12 - cmdstanpy - INFO - Chain [1] done processing 14:17:12 - cmdstanpy - INFO - Chain [1] start processing 14:17:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 189:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.170500 16.832191 41.038107
31 2025-08-31 27.583155 14.626092 40.445086
32 2025-09-30 27.014757 14.524394 40.118457
33 2025-10-31 26.427413 14.565925 39.391809
34 2025-11-30 25.859015 13.115954 38.938361
Forecast for South America and Product 190:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.137011 21.792590 61.689667
31 2025-08-31 40.345013 19.873885 60.476442
32 2025-09-30 40.546305 20.501822 61.632576
33 2025-10-31 40.754306 21.968996 62.443839
34 2025-11-30 40.955598 21.399971 60.567388
14:17:12 - cmdstanpy - INFO - Chain [1] start processing 14:17:12 - cmdstanpy - INFO - Chain [1] done processing 14:17:12 - cmdstanpy - INFO - Chain [1] start processing 14:17:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 191:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.513196 27.050335 65.259657
31 2025-08-31 46.778607 28.417489 65.307589
32 2025-09-30 47.035456 28.135310 65.946169
33 2025-10-31 47.300867 28.633136 66.253835
34 2025-11-30 47.557716 27.480820 65.609239
Forecast for South America and Product 192:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.312542 8.463701 52.156416
31 2025-08-31 30.907316 7.576847 51.357094
32 2025-09-30 30.515161 7.306141 50.827482
33 2025-10-31 30.109935 7.380382 50.486678
34 2025-11-30 29.717781 7.520901 50.816513
14:17:12 - cmdstanpy - INFO - Chain [1] start processing 14:17:12 - cmdstanpy - INFO - Chain [1] done processing 14:17:12 - cmdstanpy - INFO - Chain [1] start processing 14:17:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 193:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.646926 11.227713 43.833839
31 2025-08-31 26.839043 11.604880 43.086421
32 2025-09-30 26.057222 11.843203 42.963958
33 2025-10-31 25.249340 8.249422 41.530983
34 2025-11-30 24.467518 8.531648 40.961786
Forecast for South America and Product 194:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.553755 10.167389 51.113760
31 2025-08-31 29.907734 9.643292 50.269461
32 2025-09-30 29.282553 9.625437 48.490021
33 2025-10-31 28.636533 7.763109 51.283279
34 2025-11-30 28.011351 7.069219 48.205330
14:17:13 - cmdstanpy - INFO - Chain [1] start processing 14:17:13 - cmdstanpy - INFO - Chain [1] done processing 14:17:13 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 195:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.966448 24.609229 43.789374
31 2025-08-31 33.484146 22.610153 43.077345
32 2025-09-30 33.017403 22.044280 44.156792
33 2025-10-31 32.535101 22.159768 42.474085
34 2025-11-30 32.068357 22.259370 42.909159
14:17:13 - cmdstanpy - INFO - Chain [1] done processing 14:17:13 - cmdstanpy - INFO - Chain [1] start processing 14:17:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 196:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.700422 6.424784 58.541892
31 2025-08-31 33.334355 10.462268 58.257109
32 2025-09-30 32.980096 7.532403 56.866942
33 2025-10-31 32.614028 7.280575 61.555923
34 2025-11-30 32.259770 7.409603 55.995754
Forecast for South America and Product 197:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.188233 24.357655 63.831215
31 2025-08-31 45.082792 25.336690 64.457786
32 2025-09-30 44.980753 26.232106 65.195388
33 2025-10-31 44.875312 23.436366 64.207986
34 2025-11-30 44.773273 26.191951 63.086155
14:17:13 - cmdstanpy - INFO - Chain [1] start processing 14:17:13 - cmdstanpy - INFO - Chain [1] done processing 14:17:13 - cmdstanpy - INFO - Chain [1] start processing 14:17:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 198:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.753506 31.159068 71.443789
31 2025-08-31 51.123236 31.396531 69.276630
32 2025-09-30 51.481039 32.554272 70.952165
33 2025-10-31 51.850769 31.310594 71.099601
34 2025-11-30 52.208573 33.016425 71.559873
Forecast for South America and Product 199:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.253269 14.262091 61.175348
31 2025-08-31 38.109551 16.225161 61.967150
32 2025-09-30 37.970470 15.161082 60.696462
33 2025-10-31 37.826752 15.056657 61.046522
34 2025-11-30 37.687670 15.812392 60.758211
14:17:14 - cmdstanpy - INFO - Chain [1] start processing 14:17:14 - cmdstanpy - INFO - Chain [1] done processing 14:17:14 - cmdstanpy - INFO - Chain [1] start processing 14:17:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 200:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.894802 19.890560 47.359521
31 2025-08-31 33.791395 20.793168 47.665095
32 2025-09-30 33.691323 21.046024 47.626523
33 2025-10-31 33.587916 19.139317 46.718373
34 2025-11-30 33.487845 19.819288 46.526511
Forecast for South America and Product 201:
ds yhat yhat_lower yhat_upper
30 2025-07-31 64.516800 49.482690 78.238351
31 2025-08-31 65.733024 52.398347 80.799016
32 2025-09-30 66.910016 52.858621 80.963551
33 2025-10-31 68.126240 53.064222 82.140661
34 2025-11-30 69.303232 55.800986 83.134645
14:17:14 - cmdstanpy - INFO - Chain [1] start processing 14:17:14 - cmdstanpy - INFO - Chain [1] done processing 14:17:14 - cmdstanpy - INFO - Chain [1] start processing 14:17:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 202:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.152655 19.695476 72.707652
31 2025-08-31 48.232659 22.096811 76.426577
32 2025-09-30 48.310083 21.310898 74.768885
33 2025-10-31 48.390087 22.439884 72.835417
34 2025-11-30 48.467510 22.232898 74.012592
Forecast for South America and Product 203:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.102189 18.453856 49.048290
31 2025-08-31 33.915040 19.493216 48.317835
32 2025-09-30 33.733928 18.747443 49.731527
33 2025-10-31 33.546779 18.216073 48.147973
34 2025-11-30 33.365667 18.380984 48.715575
14:17:14 - cmdstanpy - INFO - Chain [1] start processing 14:17:14 - cmdstanpy - INFO - Chain [1] done processing 14:17:14 - cmdstanpy - INFO - Chain [1] start processing 14:17:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 204:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.767762 20.862501 51.496476
31 2025-08-31 36.599434 21.030311 52.257098
32 2025-09-30 36.436536 20.918274 51.787910
33 2025-10-31 36.268209 20.654888 52.238292
34 2025-11-30 36.105311 20.287073 51.620680
Forecast for South America and Product 205:
ds yhat yhat_lower yhat_upper
30 2025-07-31 17.111485 -2.574169 37.920251
31 2025-08-31 15.681371 -6.906229 36.107209
32 2025-09-30 14.297389 -6.742342 35.462992
33 2025-10-31 12.867274 -7.839698 31.850226
34 2025-11-30 11.483292 -9.846810 31.997571
14:17:15 - cmdstanpy - INFO - Chain [1] start processing 14:17:15 - cmdstanpy - INFO - Chain [1] done processing 14:17:15 - cmdstanpy - INFO - Chain [1] start processing 14:17:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 206:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.267446 7.044558 48.600045
31 2025-08-31 26.480208 6.374034 46.743458
32 2025-09-30 25.718366 4.893058 45.843905
33 2025-10-31 24.931128 3.944473 45.234299
34 2025-11-30 24.169286 4.319449 44.924142
Forecast for South America and Product 207:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.512453 38.419925 65.556482
31 2025-08-31 52.008661 38.373550 65.417631
32 2025-09-30 52.488862 38.726139 65.715531
33 2025-10-31 52.985070 39.478126 66.851243
34 2025-11-30 53.465271 40.878135 67.546660
14:17:15 - cmdstanpy - INFO - Chain [1] start processing 14:17:15 - cmdstanpy - INFO - Chain [1] done processing 14:17:15 - cmdstanpy - INFO - Chain [1] start processing 14:17:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 208:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.890361 32.859629 62.244122
31 2025-08-31 47.082038 32.045262 61.426605
32 2025-09-30 47.267532 32.200124 62.946353
33 2025-10-31 47.459209 32.268071 62.740514
34 2025-11-30 47.644703 32.380477 61.385033
Forecast for South America and Product 209:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.458188 11.443776 45.061960
31 2025-08-31 28.040124 11.711586 44.540647
32 2025-09-30 27.635546 11.190851 44.569842
33 2025-10-31 27.217482 10.435471 44.327547
34 2025-11-30 26.812904 10.660483 43.083196
14:17:15 - cmdstanpy - INFO - Chain [1] start processing 14:17:15 - cmdstanpy - INFO - Chain [1] done processing 14:17:16 - cmdstanpy - INFO - Chain [1] start processing 14:17:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 210:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.663989 29.650731 66.608450
31 2025-08-31 49.104375 30.639923 67.467280
32 2025-09-30 49.530554 31.279233 68.494928
33 2025-10-31 49.970940 31.116961 68.859447
34 2025-11-30 50.397119 32.372575 68.123698
Forecast for South America and Product 211:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.443625 22.867155 60.786760
31 2025-08-31 41.252065 23.227480 60.452736
32 2025-09-30 41.066684 22.549389 58.709725
33 2025-10-31 40.875124 21.519084 60.219463
34 2025-11-30 40.689744 21.369683 60.048694
14:17:16 - cmdstanpy - INFO - Chain [1] start processing 14:17:16 - cmdstanpy - INFO - Chain [1] done processing 14:17:16 - cmdstanpy - INFO - Chain [1] start processing 14:17:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 212:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.463576 33.148616 67.512326
31 2025-08-31 50.828790 34.283018 68.152978
32 2025-09-30 51.182223 34.325250 67.903422
33 2025-10-31 51.547437 35.449843 68.114289
34 2025-11-30 51.900870 35.412486 68.371829
Forecast for South America and Product 213:
ds yhat yhat_lower yhat_upper
30 2025-07-31 13.044581 -0.672157 27.647531
31 2025-08-31 12.012547 -2.685853 26.898688
32 2025-09-30 11.013804 -4.129352 26.039562
33 2025-10-31 9.981769 -4.955400 24.586463
34 2025-11-30 8.983026 -5.505665 23.431214
14:17:16 - cmdstanpy - INFO - Chain [1] start processing 14:17:16 - cmdstanpy - INFO - Chain [1] done processing 14:17:16 - cmdstanpy - INFO - Chain [1] start processing 14:17:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 214:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.001905 23.147527 62.843791
31 2025-08-31 42.953275 23.754530 62.396435
32 2025-09-30 42.906214 24.512224 61.638081
33 2025-10-31 42.857585 23.181149 62.433897
34 2025-11-30 42.810524 24.525947 61.627855
14:17:17 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 215:
ds yhat yhat_lower yhat_upper
30 2025-07-31 5.245337 -13.701985 24.043133
31 2025-08-31 3.555135 -14.663470 21.086354
32 2025-09-30 1.919455 -16.991745 20.203307
33 2025-10-31 0.229252 -17.622682 17.893360
34 2025-11-30 -1.406428 -20.242296 17.795798
14:17:17 - cmdstanpy - INFO - Chain [1] done processing 14:17:17 - cmdstanpy - INFO - Chain [1] start processing 14:17:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 216:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.583189 14.475119 59.471300
31 2025-08-31 37.537516 15.936629 61.535352
32 2025-09-30 37.493316 14.368987 61.154636
33 2025-10-31 37.447643 16.756248 61.026420
34 2025-11-30 37.403443 14.634966 59.056656
Forecast for South America and Product 217:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.609500 16.017031 53.154841
31 2025-08-31 34.427977 13.955857 52.838920
32 2025-09-30 34.252310 15.354168 53.330480
33 2025-10-31 34.070787 15.402764 53.233886
34 2025-11-30 33.895120 15.270859 52.149434
14:17:17 - cmdstanpy - INFO - Chain [1] start processing 14:17:17 - cmdstanpy - INFO - Chain [1] done processing 14:17:17 - cmdstanpy - INFO - Chain [1] start processing 14:17:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 218:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.053159 21.778398 63.748116
31 2025-08-31 42.233120 20.327138 61.561952
32 2025-09-30 42.407275 22.754276 64.027069
33 2025-10-31 42.587236 20.468686 64.123049
34 2025-11-30 42.761392 21.565432 64.491461
Forecast for South America and Product 219:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.577024 7.675494 46.666984
31 2025-08-31 25.944933 7.951932 43.961135
32 2025-09-30 25.333232 5.888797 43.284826
33 2025-10-31 24.701141 6.657099 43.429377
34 2025-11-30 24.089440 6.490472 42.633515
14:17:17 - cmdstanpy - INFO - Chain [1] start processing 14:17:17 - cmdstanpy - INFO - Chain [1] done processing 14:17:17 - cmdstanpy - INFO - Chain [1] start processing 14:17:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 220:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.962205 27.891038 61.147345
31 2025-08-31 45.434305 27.789279 61.633087
32 2025-09-30 45.891176 30.336835 62.016550
33 2025-10-31 46.363276 30.295758 62.394616
34 2025-11-30 46.820146 30.876280 63.563683
Forecast for South America and Product 221:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.353413 16.874044 57.932447
31 2025-08-31 38.018331 17.384435 59.299921
32 2025-09-30 37.694057 17.703503 59.452056
33 2025-10-31 37.358974 17.012040 57.682608
34 2025-11-30 37.034701 17.207173 57.469046
14:17:18 - cmdstanpy - INFO - Chain [1] start processing 14:17:18 - cmdstanpy - INFO - Chain [1] done processing 14:17:18 - cmdstanpy - INFO - Chain [1] start processing 14:17:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 222:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.396589 34.944453 76.193543
31 2025-08-31 56.234027 36.274376 76.973162
32 2025-09-30 57.044452 38.031561 77.214268
33 2025-10-31 57.881891 39.293568 78.219238
34 2025-11-30 58.692316 37.744804 78.286290
Forecast for South America and Product 223:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.654833 5.927685 51.731905
31 2025-08-31 26.895425 3.249773 48.613713
32 2025-09-30 26.160514 2.936771 48.548367
33 2025-10-31 25.401106 3.738543 47.686150
34 2025-11-30 24.666195 3.108278 47.400871
14:17:18 - cmdstanpy - INFO - Chain [1] start processing 14:17:18 - cmdstanpy - INFO - Chain [1] done processing 14:17:18 - cmdstanpy - INFO - Chain [1] start processing 14:17:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 224:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.362172 37.165632 61.829111
31 2025-08-31 50.978186 38.639974 62.573533
32 2025-09-30 51.574329 39.870500 64.412568
33 2025-10-31 52.190344 40.816266 64.185316
34 2025-11-30 52.786487 40.612693 64.706577
Forecast for South America and Product 225:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.119853 19.892721 54.503245
31 2025-08-31 37.135420 18.568086 54.160432
32 2025-09-30 37.150484 17.799792 54.859373
33 2025-10-31 37.166051 18.042042 55.630664
34 2025-11-30 37.181116 18.934063 55.756805
14:17:18 - cmdstanpy - INFO - Chain [1] start processing 14:17:18 - cmdstanpy - INFO - Chain [1] done processing 14:17:18 - cmdstanpy - INFO - Chain [1] start processing 14:17:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 226:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.231900 13.802254 43.415920
31 2025-08-31 28.837897 13.939889 43.567263
32 2025-09-30 28.456603 13.647838 42.939762
33 2025-10-31 28.062600 13.513577 42.111044
34 2025-11-30 27.681307 13.655427 42.370646
Forecast for South America and Product 227:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.895414 32.141099 69.819427
31 2025-08-31 52.579703 32.470970 72.682668
32 2025-09-30 53.241918 34.556215 73.355838
33 2025-10-31 53.926206 34.639081 73.023758
34 2025-11-30 54.588421 35.092712 74.538342
14:17:19 - cmdstanpy - INFO - Chain [1] start processing 14:17:19 - cmdstanpy - INFO - Chain [1] done processing 14:17:19 - cmdstanpy - INFO - Chain [1] start processing 14:17:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 228:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.149059 16.999048 49.928902
31 2025-08-31 32.773128 16.166871 49.064569
32 2025-09-30 32.409324 15.627904 49.242945
33 2025-10-31 32.033393 16.101107 48.561909
34 2025-11-30 31.669588 13.997282 48.653113
Forecast for South America and Product 229:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.785995 12.669369 57.539416
31 2025-08-31 35.612190 13.308366 57.154216
32 2025-09-30 35.443992 12.311260 57.088211
33 2025-10-31 35.270188 12.525099 57.419480
34 2025-11-30 35.101990 12.073882 56.884614
14:17:19 - cmdstanpy - INFO - Chain [1] start processing 14:17:19 - cmdstanpy - INFO - Chain [1] done processing 14:17:19 - cmdstanpy - INFO - Chain [1] start processing 14:17:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 230:
ds yhat yhat_lower yhat_upper
30 2025-07-31 61.430702 45.011979 77.711402
31 2025-08-31 62.482567 45.708129 78.273570
32 2025-09-30 63.500501 47.878382 79.962589
33 2025-10-31 64.552366 48.455687 80.804433
34 2025-11-30 65.570299 50.092489 81.546313
Forecast for South America and Product 231:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.542481 33.453551 73.588791
31 2025-08-31 53.364141 32.275858 74.905469
32 2025-09-30 54.159296 34.169529 75.109975
33 2025-10-31 54.980956 34.822806 76.803674
34 2025-11-30 55.776111 33.083655 76.066288
14:17:19 - cmdstanpy - INFO - Chain [1] start processing 14:17:19 - cmdstanpy - INFO - Chain [1] done processing 14:17:20 - cmdstanpy - INFO - Chain [1] start processing 14:17:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 232:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.792595 23.923915 55.437337
31 2025-08-31 39.970447 24.443523 54.781059
32 2025-09-30 40.142562 24.313887 55.282743
33 2025-10-31 40.320415 23.063556 54.947657
34 2025-11-30 40.492530 24.616590 56.049094
Forecast for South America and Product 233:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.217240 27.530069 62.158059
31 2025-08-31 44.484695 26.714467 63.527429
32 2025-09-30 44.743522 27.972556 61.988005
33 2025-10-31 45.010976 27.058994 63.875703
34 2025-11-30 45.269803 26.635464 62.839411
14:17:20 - cmdstanpy - INFO - Chain [1] start processing 14:17:20 - cmdstanpy - INFO - Chain [1] done processing 14:17:20 - cmdstanpy - INFO - Chain [1] start processing 14:17:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 234:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.033129 -3.615297 42.962343
31 2025-08-31 18.911403 -3.581794 41.558063
32 2025-09-30 17.825861 -4.775653 40.125806
33 2025-10-31 16.704135 -5.024889 41.723418
34 2025-11-30 15.618594 -7.801609 37.444895
Forecast for South America and Product 235:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.582380 8.123050 44.683587
31 2025-08-31 24.677558 6.835277 43.368462
32 2025-09-30 23.801922 5.877160 42.871464
33 2025-10-31 22.897099 4.386676 39.506272
34 2025-11-30 22.021464 2.917235 40.847555
14:17:20 - cmdstanpy - INFO - Chain [1] start processing 14:17:20 - cmdstanpy - INFO - Chain [1] done processing 14:17:20 - cmdstanpy - INFO - Chain [1] start processing 14:17:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 236:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.147408 27.250131 72.926958
31 2025-08-31 50.792758 27.897976 74.067647
32 2025-09-30 51.417290 29.171128 73.882188
33 2025-10-31 52.062640 28.804388 74.558385
34 2025-11-30 52.687172 28.643779 75.563461
Forecast for South America and Product 237:
ds yhat yhat_lower yhat_upper
30 2025-07-31 4.394050 -20.247020 26.591573
31 2025-08-31 2.422380 -19.358577 26.830290
32 2025-09-30 0.514312 -22.860320 21.834094
33 2025-10-31 -1.457359 -24.311844 20.979367
34 2025-11-30 -3.365427 -27.610118 20.674209
14:17:20 - cmdstanpy - INFO - Chain [1] start processing 14:17:21 - cmdstanpy - INFO - Chain [1] done processing 14:17:21 - cmdstanpy - INFO - Chain [1] start processing 14:17:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 238:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.286817 21.725402 55.881438
31 2025-08-31 36.521978 18.413319 55.131122
32 2025-09-30 35.781811 18.595847 53.992826
33 2025-10-31 35.016971 18.408002 51.995931
34 2025-11-30 34.276804 16.507730 52.259265
Forecast for South America and Product 239:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.504269 25.629599 62.816934
31 2025-08-31 45.913046 27.274286 64.263714
32 2025-09-30 46.308636 27.158215 63.039405
33 2025-10-31 46.717413 28.874043 64.490927
34 2025-11-30 47.113004 28.897310 65.328594
14:17:21 - cmdstanpy - INFO - Chain [1] start processing 14:17:21 - cmdstanpy - INFO - Chain [1] done processing 14:17:21 - cmdstanpy - INFO - Chain [1] start processing 14:17:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 240:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.730438 0.527774 38.374458
31 2025-08-31 18.483164 0.594681 36.933507
32 2025-09-30 17.276126 -1.076592 36.395351
33 2025-10-31 16.028853 -2.659702 35.327953
34 2025-11-30 14.821814 -4.436830 32.578595
Forecast for South America and Product 241:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.209511 12.412945 43.090393
31 2025-08-31 26.687218 10.981571 41.142334
32 2025-09-30 26.181773 10.469110 41.772095
33 2025-10-31 25.659480 10.982597 41.164050
34 2025-11-30 25.154035 11.722664 40.137681
14:17:21 - cmdstanpy - INFO - Chain [1] start processing 14:17:21 - cmdstanpy - INFO - Chain [1] done processing 14:17:21 - cmdstanpy - INFO - Chain [1] start processing 14:17:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 242:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.248424 6.998838 51.954133
31 2025-08-31 28.801269 4.991227 51.009472
32 2025-09-30 28.368539 5.188918 51.098719
33 2025-10-31 27.921385 4.508293 49.595835
34 2025-11-30 27.488655 3.895523 49.279841
Forecast for South America and Product 243:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.349466 26.572467 68.429389
31 2025-08-31 47.688624 27.785489 67.405498
32 2025-09-30 48.016840 27.534598 69.098671
33 2025-10-31 48.355998 25.161442 70.143633
34 2025-11-30 48.684215 28.862241 68.763098
14:17:22 - cmdstanpy - INFO - Chain [1] start processing 14:17:22 - cmdstanpy - INFO - Chain [1] done processing 14:17:22 - cmdstanpy - INFO - Chain [1] start processing 14:17:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 244:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.143618 33.940050 60.689310
31 2025-08-31 47.312177 34.294398 61.137637
32 2025-09-30 47.475298 34.049927 60.740592
33 2025-10-31 47.643856 33.561934 60.395808
34 2025-11-30 47.806977 34.242111 61.321878
Forecast for South America and Product 245:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.076974 21.158076 61.171423
31 2025-08-31 41.136751 21.848202 61.977054
32 2025-09-30 41.194600 21.586194 60.366532
33 2025-10-31 41.254376 22.860922 62.083796
34 2025-11-30 41.312225 20.644747 61.186904
14:17:22 - cmdstanpy - INFO - Chain [1] start processing 14:17:22 - cmdstanpy - INFO - Chain [1] done processing 14:17:22 - cmdstanpy - INFO - Chain [1] start processing 14:17:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 246:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.607477 17.056890 53.444564
31 2025-08-31 35.281454 17.832172 52.638712
32 2025-09-30 34.965947 15.125842 52.295098
33 2025-10-31 34.639923 17.103090 51.855954
34 2025-11-30 34.324417 16.321058 53.163347
Forecast for South America and Product 247:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.897795 20.740458 63.570622
31 2025-08-31 43.014265 22.524986 63.728118
32 2025-09-30 43.126977 20.355964 62.256354
33 2025-10-31 43.243446 22.087451 66.023277
34 2025-11-30 43.356158 24.228724 65.881504
14:17:22 - cmdstanpy - INFO - Chain [1] start processing 14:17:22 - cmdstanpy - INFO - Chain [1] done processing 14:17:23 - cmdstanpy - INFO - Chain [1] start processing 14:17:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 248:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.719386 24.607864 66.391911
31 2025-08-31 47.064970 26.001263 69.396404
32 2025-09-30 47.399406 27.033774 69.290201
33 2025-10-31 47.744991 24.763226 67.649990
34 2025-11-30 48.079427 26.775433 69.899545
Forecast for South America and Product 249:
ds yhat yhat_lower yhat_upper
29 2025-07-31 42.268451 25.190913 59.764068
30 2025-08-31 42.432014 26.686725 60.903648
31 2025-09-30 42.590302 25.164640 60.597385
32 2025-10-31 42.753865 24.621851 59.222644
33 2025-11-30 42.912152 24.894769 60.915342
14:17:23 - cmdstanpy - INFO - Chain [1] start processing 14:17:23 - cmdstanpy - INFO - Chain [1] done processing 14:17:23 - cmdstanpy - INFO - Chain [1] start processing 14:17:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 250:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.702483 12.542125 34.342650
31 2025-08-31 23.134148 12.979474 34.644649
32 2025-09-30 22.584148 11.287794 33.645080
33 2025-10-31 22.015813 10.458661 33.028355
34 2025-11-30 21.465812 10.029238 32.358026
Forecast for South America and Product 251:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.647399 31.808185 65.264218
31 2025-08-31 50.187064 33.734386 69.272206
32 2025-09-30 50.709321 32.839603 68.324913
33 2025-10-31 51.248986 33.657640 68.353514
34 2025-11-30 51.771243 33.728907 69.243183
14:17:23 - cmdstanpy - INFO - Chain [1] start processing 14:17:23 - cmdstanpy - INFO - Chain [1] done processing 14:17:23 - cmdstanpy - INFO - Chain [1] start processing 14:17:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 252:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.510356 24.128613 64.965937
31 2025-08-31 44.822685 23.482905 64.813237
32 2025-09-30 45.124939 25.421509 64.841140
33 2025-10-31 45.437268 27.217305 64.626364
34 2025-11-30 45.739522 27.028041 65.621649
Forecast for South America and Product 253:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.213320 16.454002 51.843835
31 2025-08-31 33.635462 15.976380 51.609044
32 2025-09-30 33.076244 14.555628 52.017436
33 2025-10-31 32.498385 14.483172 51.908707
34 2025-11-30 31.939168 13.914771 50.648155
14:17:23 - cmdstanpy - INFO - Chain [1] start processing 14:17:23 - cmdstanpy - INFO - Chain [1] done processing 14:17:24 - cmdstanpy - INFO - Chain [1] start processing 14:17:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 254:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.693740 26.494464 84.924892
31 2025-08-31 56.094648 26.866118 83.928869
32 2025-09-30 56.482624 25.928713 85.379528
33 2025-10-31 56.883533 31.065884 85.927857
34 2025-11-30 57.271509 26.858741 86.807577
Forecast for South America and Product 255:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.537301 20.264072 50.962501
31 2025-08-31 36.283524 21.360943 52.177895
32 2025-09-30 36.037933 21.377944 52.444777
33 2025-10-31 35.784156 20.581593 50.996471
34 2025-11-30 35.538565 20.097294 51.671529
14:17:24 - cmdstanpy - INFO - Chain [1] start processing 14:17:24 - cmdstanpy - INFO - Chain [1] done processing 14:17:24 - cmdstanpy - INFO - Chain [1] start processing 14:17:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 256:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.684424 12.885403 65.342497
31 2025-08-31 38.474872 11.715373 64.382614
32 2025-09-30 38.272079 14.261904 61.172616
33 2025-10-31 38.062527 14.325146 63.016798
34 2025-11-30 37.859735 8.994251 62.106035
Forecast for South America and Product 257:
ds yhat yhat_lower yhat_upper
30 2025-07-31 61.019960 42.863214 80.145474
31 2025-08-31 62.020830 43.826488 79.331768
32 2025-09-30 62.989414 44.581358 81.539896
33 2025-10-31 63.990284 46.281085 81.308843
34 2025-11-30 64.958868 46.317738 82.979596
14:17:24 - cmdstanpy - INFO - Chain [1] start processing 14:17:24 - cmdstanpy - INFO - Chain [1] done processing 14:17:24 - cmdstanpy - INFO - Chain [1] start processing 14:17:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 258:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.696448 15.359732 70.009654
31 2025-08-31 42.727371 13.250445 68.849116
32 2025-09-30 42.757296 15.349648 69.986646
33 2025-10-31 42.788218 15.473469 71.532372
34 2025-11-30 42.818143 13.643936 70.865842
Forecast for South America and Product 259:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.313802 34.039298 78.346786
31 2025-08-31 55.854548 34.536481 81.029824
32 2025-09-30 56.377850 36.262655 79.099227
33 2025-10-31 56.918596 35.206437 79.297051
34 2025-11-30 57.441898 35.670443 78.658625
14:17:25 - cmdstanpy - INFO - Chain [1] start processing 14:17:25 - cmdstanpy - INFO - Chain [1] done processing 14:17:25 - cmdstanpy - INFO - Chain [1] start processing 14:17:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 260:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.586072 8.913801 38.438463
31 2025-08-31 23.016575 6.792935 40.250371
32 2025-09-30 22.465448 6.759874 38.710308
33 2025-10-31 21.895951 5.958000 37.820675
34 2025-11-30 21.344824 5.670533 37.104746
Forecast for South America and Product 261:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.879691 11.053751 45.995355
31 2025-08-31 28.454318 10.416329 47.643473
32 2025-09-30 28.042667 7.795901 46.244227
33 2025-10-31 27.617294 9.599168 45.887630
34 2025-11-30 27.205643 9.053768 45.033504
14:17:25 - cmdstanpy - INFO - Chain [1] start processing 14:17:25 - cmdstanpy - INFO - Chain [1] done processing 14:17:25 - cmdstanpy - INFO - Chain [1] start processing 14:17:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 262:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.397037 -2.612789 45.696704
31 2025-08-31 20.085918 -3.615896 43.383571
32 2025-09-30 18.817094 -7.197008 44.055274
33 2025-10-31 17.505975 -8.499190 42.636000
34 2025-11-30 16.237150 -9.717702 43.230948
Forecast for South America and Product 263:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.997671 13.666001 51.239113
31 2025-08-31 31.604776 13.942669 49.229133
32 2025-09-30 31.224554 14.448267 49.227790
33 2025-10-31 30.831659 12.087417 48.494298
34 2025-11-30 30.451438 13.668009 49.201313
14:17:25 - cmdstanpy - INFO - Chain [1] start processing 14:17:25 - cmdstanpy - INFO - Chain [1] done processing 14:17:25 - cmdstanpy - INFO - Chain [1] start processing 14:17:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 264:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.876774 28.679052 67.243093
31 2025-08-31 48.016449 27.208825 65.819868
32 2025-09-30 48.151620 30.004302 66.089426
33 2025-10-31 48.291295 28.702593 68.661706
34 2025-11-30 48.426466 29.379772 68.121113
Forecast for South America and Product 265:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.051656 28.279562 69.658939
31 2025-08-31 49.440482 26.527175 69.023989
32 2025-09-30 49.816765 29.326329 71.234672
33 2025-10-31 50.205591 28.696619 71.039010
34 2025-11-30 50.581874 28.794998 72.049883
14:17:26 - cmdstanpy - INFO - Chain [1] start processing 14:17:26 - cmdstanpy - INFO - Chain [1] done processing 14:17:26 - cmdstanpy - INFO - Chain [1] start processing 14:17:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 266:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.367360 4.003952 48.390606
31 2025-08-31 25.551040 3.179766 48.403714
32 2025-09-30 24.761052 3.698618 46.073242
33 2025-10-31 23.944732 1.667665 46.637470
34 2025-11-30 23.154744 0.395263 44.772481
Forecast for South America and Product 267:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.465576 29.895638 60.101819
31 2025-08-31 45.892868 31.737494 61.456348
32 2025-09-30 46.306376 31.859147 61.962075
33 2025-10-31 46.733668 30.382294 63.048428
34 2025-11-30 47.147176 30.222859 61.487101
14:17:26 - cmdstanpy - INFO - Chain [1] start processing 14:17:26 - cmdstanpy - INFO - Chain [1] done processing 14:17:26 - cmdstanpy - INFO - Chain [1] start processing 14:17:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 268:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.817235 19.271030 50.903505
31 2025-08-31 35.759213 21.098336 50.934403
32 2025-09-30 35.703062 19.733931 50.142959
33 2025-10-31 35.645041 21.184774 51.694002
34 2025-11-30 35.588890 21.145266 50.869191
Forecast for South America and Product 269:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.930040 25.392891 64.418275
31 2025-08-31 45.252363 24.971994 64.951865
32 2025-09-30 45.564287 26.462301 65.336274
33 2025-10-31 45.886609 25.444706 64.608777
34 2025-11-30 46.198534 25.299143 65.669311
14:17:26 - cmdstanpy - INFO - Chain [1] start processing 14:17:26 - cmdstanpy - INFO - Chain [1] done processing 14:17:27 - cmdstanpy - INFO - Chain [1] start processing 14:17:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 270:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.655993 13.909107 54.305527
31 2025-08-31 35.039307 15.655390 56.292320
32 2025-09-30 34.442515 13.751133 55.766645
33 2025-10-31 33.825829 12.556308 54.663626
34 2025-11-30 33.229036 11.909224 54.367762
Forecast for South America and Product 271:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.670986 7.085826 46.118275
31 2025-08-31 25.968184 7.144211 47.662514
32 2025-09-30 25.288053 6.001995 45.536605
33 2025-10-31 24.585250 5.059149 42.927935
34 2025-11-30 23.905119 2.411467 44.662838
14:17:27 - cmdstanpy - INFO - Chain [1] start processing 14:17:27 - cmdstanpy - INFO - Chain [1] done processing 14:17:27 - cmdstanpy - INFO - Chain [1] start processing 14:17:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 272:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.856020 9.451448 53.333251
31 2025-08-31 30.441108 7.548611 53.518610
32 2025-09-30 30.039581 7.305108 52.596754
33 2025-10-31 29.624670 6.878125 52.203761
34 2025-11-30 29.223143 7.515957 52.238327
Forecast for South America and Product 273:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.940289 21.421898 67.658494
31 2025-08-31 45.137610 23.359342 69.054655
32 2025-09-30 45.328567 22.439384 70.035831
33 2025-10-31 45.525888 21.736975 70.520549
34 2025-11-30 45.716844 23.216708 68.512959
14:17:27 - cmdstanpy - INFO - Chain [1] start processing 14:17:27 - cmdstanpy - INFO - Chain [1] done processing 14:17:27 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 274:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.989087 26.223572 54.700170
31 2025-08-31 40.014542 24.194407 53.086270
32 2025-09-30 40.039175 25.149777 54.830251
33 2025-10-31 40.064630 24.699960 54.217734
34 2025-11-30 40.089263 25.363524 54.854675
14:17:28 - cmdstanpy - INFO - Chain [1] done processing 14:17:28 - cmdstanpy - INFO - Chain [1] start processing 14:17:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 275:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.935859 15.036216 58.684076
31 2025-08-31 36.510664 14.818397 57.663837
32 2025-09-30 36.099184 14.740456 57.338109
33 2025-10-31 35.673989 15.868222 57.362979
34 2025-11-30 35.262510 13.051215 58.318960
14:17:28 - cmdstanpy - INFO - Chain [1] start processing 14:17:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 276:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.196769 11.159055 51.358470
31 2025-08-31 29.575949 8.415661 49.343272
32 2025-09-30 28.975155 6.446366 49.818989
33 2025-10-31 28.354335 6.983305 48.514395
34 2025-11-30 27.753541 6.577253 49.812777
Forecast for South America and Product 277:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.326195 19.685067 48.766130
31 2025-08-31 34.075832 19.085804 49.853048
32 2025-09-30 33.833544 20.544787 49.328390
33 2025-10-31 33.583181 19.616466 47.934212
34 2025-11-30 33.340893 19.442021 47.540976
14:17:28 - cmdstanpy - INFO - Chain [1] start processing 14:17:28 - cmdstanpy - INFO - Chain [1] done processing 14:17:28 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 278:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.984230 11.713421 71.994456
31 2025-08-31 41.852974 10.853509 71.390911
32 2025-09-30 41.725953 12.306499 71.475775
33 2025-10-31 41.594697 12.211527 70.903537
34 2025-11-30 41.467676 11.393288 71.785354
14:17:28 - cmdstanpy - INFO - Chain [1] done processing 14:17:29 - cmdstanpy - INFO - Chain [1] start processing 14:17:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 279:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.526708 12.842210 43.601579
31 2025-08-31 26.760460 11.454456 42.250623
32 2025-09-30 26.018929 10.944139 41.050874
33 2025-10-31 25.252681 9.053832 40.846546
34 2025-11-30 24.511151 9.113405 39.330477
Forecast for South America and Product 280:
ds yhat yhat_lower yhat_upper
30 2025-07-31 15.451902 -4.770604 36.938861
31 2025-08-31 14.376606 -7.311002 35.163994
32 2025-09-30 13.335997 -8.151583 35.617049
33 2025-10-31 12.260701 -8.952707 34.178946
34 2025-11-30 11.220091 -9.283750 34.023576
14:17:29 - cmdstanpy - INFO - Chain [1] start processing 14:17:29 - cmdstanpy - INFO - Chain [1] done processing 14:17:29 - cmdstanpy - INFO - Chain [1] start processing 14:17:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 281:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.288334 2.056144 50.774641
31 2025-08-31 24.441733 -1.432085 47.144393
32 2025-09-30 23.622441 -0.860690 47.146343
33 2025-10-31 22.775839 -1.240681 45.659047
34 2025-11-30 21.956548 -2.298126 45.786798
Forecast for South America and Product 282:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.376022 25.293589 68.346871
31 2025-08-31 46.710741 24.426420 69.435338
32 2025-09-30 47.034663 25.489050 68.472306
33 2025-10-31 47.369382 24.432949 68.417639
34 2025-11-30 47.693304 26.513945 69.557444
14:17:29 - cmdstanpy - INFO - Chain [1] start processing 14:17:29 - cmdstanpy - INFO - Chain [1] done processing 14:17:29 - cmdstanpy - INFO - Chain [1] start processing 14:17:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 283:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.223739 16.209278 44.666871
31 2025-08-31 29.744136 15.265817 42.848509
32 2025-09-30 29.280004 16.680774 44.245130
33 2025-10-31 28.800400 14.389052 43.756686
34 2025-11-30 28.336268 13.725261 41.764315
Forecast for South America and Product 284:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.152765 35.859190 76.962292
31 2025-08-31 56.104772 36.225111 77.063228
32 2025-09-30 57.026068 36.439365 79.005241
33 2025-10-31 57.978075 38.781518 78.840871
34 2025-11-30 58.899372 38.881921 80.692540
14:17:30 - cmdstanpy - INFO - Chain [1] start processing 14:17:30 - cmdstanpy - INFO - Chain [1] done processing 14:17:30 - cmdstanpy - INFO - Chain [1] start processing 14:17:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 285:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.508624 17.338310 60.249765
31 2025-08-31 38.736460 17.634530 60.361682
32 2025-09-30 38.956947 17.396724 60.777558
33 2025-10-31 39.184783 17.272954 62.511756
34 2025-11-30 39.405270 17.675214 62.466841
Forecast for South America and Product 286:
ds yhat yhat_lower yhat_upper
29 2025-07-31 37.367141 14.257361 62.752973
30 2025-08-31 37.343875 13.317427 61.617127
31 2025-09-30 37.321360 13.745077 60.922218
32 2025-10-31 37.298094 13.290054 61.395527
33 2025-11-30 37.275579 12.084318 61.488822
14:17:30 - cmdstanpy - INFO - Chain [1] start processing 14:17:30 - cmdstanpy - INFO - Chain [1] done processing 14:17:30 - cmdstanpy - INFO - Chain [1] start processing 14:17:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 287:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.185927 28.677472 65.113097
31 2025-08-31 47.484895 30.185399 65.508926
32 2025-09-30 47.774219 30.434060 65.199402
33 2025-10-31 48.073187 29.138657 64.407588
34 2025-11-30 48.362511 31.358622 66.730702
Forecast for South America and Product 288:
ds yhat yhat_lower yhat_upper
30 2025-07-31 14.976661 2.970959 27.024739
31 2025-08-31 13.507459 1.233868 26.663280
32 2025-09-30 12.085650 -0.140455 24.668811
33 2025-10-31 10.616448 -1.392377 24.497895
34 2025-11-30 9.194640 -4.608586 22.162294
14:17:30 - cmdstanpy - INFO - Chain [1] start processing 14:17:30 - cmdstanpy - INFO - Chain [1] done processing 14:17:30 - cmdstanpy - INFO - Chain [1] start processing 14:17:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 289:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.526091 16.425260 53.996817
31 2025-08-31 36.549177 19.802256 56.748011
32 2025-09-30 36.571519 18.291054 55.521570
33 2025-10-31 36.594605 16.675152 56.013363
34 2025-11-30 36.616946 18.566688 55.973049
Forecast for South America and Product 290:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.771878 30.174992 65.026986
31 2025-08-31 47.911471 29.463743 64.774953
32 2025-09-30 48.046561 30.637293 66.358446
33 2025-10-31 48.186154 28.950699 66.259179
34 2025-11-30 48.321244 30.617120 65.756851
14:17:31 - cmdstanpy - INFO - Chain [1] start processing 14:17:31 - cmdstanpy - INFO - Chain [1] done processing 14:17:31 - cmdstanpy - INFO - Chain [1] start processing 14:17:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 291:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.684937 24.896183 54.942964
31 2025-08-31 40.961077 26.366714 56.426457
32 2025-09-30 41.228309 25.935250 56.927704
33 2025-10-31 41.504450 24.868354 57.478213
34 2025-11-30 41.771682 26.396335 55.824934
Forecast for South America and Product 292:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.853824 25.932246 66.170572
31 2025-08-31 46.233677 25.938711 65.368200
32 2025-09-30 46.601278 26.371569 67.220815
33 2025-10-31 46.981132 27.778835 65.351236
34 2025-11-30 47.348732 28.009962 66.670564
14:17:31 - cmdstanpy - INFO - Chain [1] start processing 14:17:31 - cmdstanpy - INFO - Chain [1] done processing 14:17:31 - cmdstanpy - INFO - Chain [1] start processing 14:17:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 293:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.854569 18.180969 58.727133
31 2025-08-31 37.556935 16.317708 56.411260
32 2025-09-30 37.268902 16.647970 57.006548
33 2025-10-31 36.971269 17.951958 56.132831
34 2025-11-30 36.683236 16.255011 56.020985
Forecast for South America and Product 294:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.197161 12.668397 56.814764
31 2025-08-31 34.100707 12.881590 55.127171
32 2025-09-30 34.007365 13.488762 54.642830
33 2025-10-31 33.910911 11.154867 55.817406
34 2025-11-30 33.817569 12.500143 54.795694
14:17:31 - cmdstanpy - INFO - Chain [1] start processing 14:17:31 - cmdstanpy - INFO - Chain [1] done processing 14:17:31 - cmdstanpy - INFO - Chain [1] start processing 14:17:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 295:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.947899 22.223289 47.879857
31 2025-08-31 34.756501 20.718682 47.475299
32 2025-09-30 34.571277 21.783025 48.010883
33 2025-10-31 34.379880 21.131516 48.176015
34 2025-11-30 34.194656 21.927703 47.461179
Forecast for South America and Product 296:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.733062 12.891050 45.795101
31 2025-08-31 29.463603 13.083987 46.270810
32 2025-09-30 29.202837 14.150245 46.484469
33 2025-10-31 28.933379 12.391849 44.776947
34 2025-11-30 28.672613 11.799862 44.590565
14:17:32 - cmdstanpy - INFO - Chain [1] start processing 14:17:32 - cmdstanpy - INFO - Chain [1] done processing 14:17:32 - cmdstanpy - INFO - Chain [1] start processing 14:17:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 297:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.058236 18.275240 57.071213
31 2025-08-31 38.003104 17.801315 58.310104
32 2025-09-30 37.949750 18.178953 57.208460
33 2025-10-31 37.894618 18.612346 55.110280
34 2025-11-30 37.841264 18.580830 56.935043
Forecast for South America and Product 298:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.409602 24.394451 69.818550
31 2025-08-31 47.726022 25.415659 69.522578
32 2025-09-30 48.032234 26.780102 69.820763
33 2025-10-31 48.348654 26.680790 70.612707
34 2025-11-30 48.654866 27.057223 71.133729
14:17:32 - cmdstanpy - INFO - Chain [1] start processing 14:17:32 - cmdstanpy - INFO - Chain [1] done processing 14:17:32 - cmdstanpy - INFO - Chain [1] start processing 14:17:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 299:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.653478 33.941619 75.110984
31 2025-08-31 54.117378 31.793222 77.450020
32 2025-09-30 54.566315 31.872696 76.314124
33 2025-10-31 55.030215 32.370084 77.452476
34 2025-11-30 55.479151 33.794663 76.243599
Forecast for South America and Product 300:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.928325 8.274515 47.659967
31 2025-08-31 27.331416 7.318777 47.250424
32 2025-09-30 26.753763 7.651315 46.074358
33 2025-10-31 26.156854 6.425926 45.125469
34 2025-11-30 25.579201 5.801228 46.020453
14:17:32 - cmdstanpy - INFO - Chain [1] start processing 14:17:32 - cmdstanpy - INFO - Chain [1] done processing 14:17:33 - cmdstanpy - INFO - Chain [1] start processing 14:17:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 301:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.070812 26.028758 52.833689
31 2025-08-31 40.034909 26.498590 52.665248
32 2025-09-30 40.000165 26.418365 52.615594
33 2025-10-31 39.964263 26.586544 53.612687
34 2025-11-30 39.929519 27.013909 53.706631
Forecast for South America and Product 302:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.124164 21.653366 58.890767
31 2025-08-31 41.089984 23.539124 60.116502
32 2025-09-30 41.056907 23.185159 60.036345
33 2025-10-31 41.022726 23.872583 59.265734
34 2025-11-30 40.989649 23.084970 59.576717
14:17:33 - cmdstanpy - INFO - Chain [1] start processing 14:17:33 - cmdstanpy - INFO - Chain [1] done processing 14:17:33 - cmdstanpy - INFO - Chain [1] start processing 14:17:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 303:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.863773 16.254512 52.663040
31 2025-08-31 33.635604 17.292314 50.078735
32 2025-09-30 33.414795 16.210669 51.080318
33 2025-10-31 33.186626 15.016457 50.032622
34 2025-11-30 32.965817 17.653533 48.237345
Forecast for South America and Product 304:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.747566 17.069990 53.624952
31 2025-08-31 35.561756 17.288066 55.637938
32 2025-09-30 35.381941 16.561422 55.252233
33 2025-10-31 35.196132 16.236273 54.980425
34 2025-11-30 35.016317 17.940140 54.879356
14:17:33 - cmdstanpy - INFO - Chain [1] start processing 14:17:33 - cmdstanpy - INFO - Chain [1] done processing 14:17:33 - cmdstanpy - INFO - Chain [1] start processing 14:17:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 305:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.384787 15.519524 60.913783
31 2025-08-31 38.163214 16.018538 59.459383
32 2025-09-30 37.948788 14.867489 61.919774
33 2025-10-31 37.727215 14.745319 60.891373
34 2025-11-30 37.512789 14.038753 60.119359
Forecast for South America and Product 306:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.035889 24.993095 72.187815
31 2025-08-31 48.447756 25.706339 72.325939
32 2025-09-30 48.846338 23.829619 71.837910
33 2025-10-31 49.258206 24.988253 73.593768
34 2025-11-30 49.656787 26.998147 75.249438
14:17:33 - cmdstanpy - INFO - Chain [1] start processing 14:17:33 - cmdstanpy - INFO - Chain [1] done processing 14:17:34 - cmdstanpy - INFO - Chain [1] start processing 14:17:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 307:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.343541 23.124946 57.296219
31 2025-08-31 40.308080 23.153170 56.795387
32 2025-09-30 40.273762 22.863143 58.247045
33 2025-10-31 40.238300 21.517598 58.612746
34 2025-11-30 40.203983 22.627364 55.906768
Forecast for South America and Product 308:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.246025 16.552818 44.989296
31 2025-08-31 31.076643 16.999679 43.977625
32 2025-09-30 30.912726 16.553807 45.665288
33 2025-10-31 30.743344 16.208219 44.845227
34 2025-11-30 30.579426 16.765640 45.479268
14:17:34 - cmdstanpy - INFO - Chain [1] start processing 14:17:34 - cmdstanpy - INFO - Chain [1] done processing 14:17:34 - cmdstanpy - INFO - Chain [1] start processing 14:17:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 309:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.491962 14.823996 44.352993
31 2025-08-31 28.742947 14.123008 43.555235
32 2025-09-30 28.018094 12.329665 43.779305
33 2025-10-31 27.269080 11.241509 40.821126
34 2025-11-30 26.544227 12.073747 41.432356
Forecast for South America and Product 310:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.190828 11.931977 64.395003
31 2025-08-31 36.790505 9.766996 64.145646
32 2025-09-30 36.403096 10.156258 63.047174
33 2025-10-31 36.002774 10.021297 63.841498
34 2025-11-30 35.615365 9.243837 61.816622
14:17:34 - cmdstanpy - INFO - Chain [1] start processing 14:17:34 - cmdstanpy - INFO - Chain [1] done processing 14:17:34 - cmdstanpy - INFO - Chain [1] start processing 14:17:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 311:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.376658 33.580914 73.738754
31 2025-08-31 53.994257 33.760483 73.694323
32 2025-09-30 54.591934 33.802837 73.867537
33 2025-10-31 55.209533 36.183785 75.080422
34 2025-11-30 55.807210 36.678215 76.049235
Forecast for South America and Product 312:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.091153 12.749123 64.314108
31 2025-08-31 38.976789 11.861595 66.121864
32 2025-09-30 38.866115 10.787698 64.107531
33 2025-10-31 38.751751 10.294443 64.114620
34 2025-11-30 38.641076 11.451784 66.241798
14:17:35 - cmdstanpy - INFO - Chain [1] start processing 14:17:35 - cmdstanpy - INFO - Chain [1] done processing 14:17:35 - cmdstanpy - INFO - Chain [1] start processing 14:17:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 313:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.367029 22.501408 54.563354
31 2025-08-31 38.318928 22.066882 54.410570
32 2025-09-30 38.272379 22.179380 54.317380
33 2025-10-31 38.224278 21.379481 55.200967
34 2025-11-30 38.177729 21.907823 54.676276
Forecast for South America and Product 314:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.834910 23.688422 60.112081
31 2025-08-31 43.126909 26.342048 61.036254
32 2025-09-30 43.409488 23.476520 60.803354
33 2025-10-31 43.701486 24.290471 60.867892
34 2025-11-30 43.984065 24.773980 60.703001
14:17:35 - cmdstanpy - INFO - Chain [1] start processing 14:17:35 - cmdstanpy - INFO - Chain [1] done processing 14:17:35 - cmdstanpy - INFO - Chain [1] start processing 14:17:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 315:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.970640 28.559849 71.147982
31 2025-08-31 50.370573 31.188740 71.652516
32 2025-09-30 50.757605 30.848829 70.561507
33 2025-10-31 51.157538 31.538673 72.412060
34 2025-11-30 51.544570 32.045012 72.307944
Forecast for South America and Product 316:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.423797 24.176656 61.099862
31 2025-08-31 42.574517 24.945532 61.604950
32 2025-09-30 42.720374 24.886806 59.675162
33 2025-10-31 42.871094 26.055422 60.951426
34 2025-11-30 43.016952 25.327934 61.783767
14:17:35 - cmdstanpy - INFO - Chain [1] start processing 14:17:35 - cmdstanpy - INFO - Chain [1] done processing 14:17:35 - cmdstanpy - INFO - Chain [1] start processing 14:17:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 317:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.267620 8.906740 51.856130
31 2025-08-31 28.782307 7.197104 51.994152
32 2025-09-30 28.312649 8.413023 50.047883
33 2025-10-31 27.827336 6.675605 49.407122
34 2025-11-30 27.357678 7.403534 50.432722
Forecast for South America and Product 318:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.305290 27.675149 66.050738
31 2025-08-31 47.761078 28.359492 67.148788
32 2025-09-30 48.202163 30.436404 66.407534
33 2025-10-31 48.657951 32.435564 67.649586
34 2025-11-30 49.099037 30.729921 65.755957
14:17:36 - cmdstanpy - INFO - Chain [1] start processing 14:17:36 - cmdstanpy - INFO - Chain [1] done processing 14:17:36 - cmdstanpy - INFO - Chain [1] start processing 14:17:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 319:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.164914 13.352443 48.600736
31 2025-08-31 30.925505 12.514175 48.927650
32 2025-09-30 30.693819 13.386558 48.936740
33 2025-10-31 30.454410 11.868267 48.592647
34 2025-11-30 30.222723 12.123845 47.354741
Forecast for South America and Product 320:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.239367 14.541422 43.832167
31 2025-08-31 28.674634 13.260978 42.468693
32 2025-09-30 28.128119 13.336784 43.342057
33 2025-10-31 27.563386 13.002189 43.544870
34 2025-11-30 27.016871 12.495933 41.719301
14:17:36 - cmdstanpy - INFO - Chain [1] start processing 14:17:36 - cmdstanpy - INFO - Chain [1] done processing 14:17:36 - cmdstanpy - INFO - Chain [1] start processing 14:17:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 321:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.755861 27.394326 66.806965
31 2025-08-31 47.141406 26.509044 65.344801
32 2025-09-30 47.514515 27.688535 67.388138
33 2025-10-31 47.900060 28.336385 67.048407
34 2025-11-30 48.273169 28.228244 67.672936
Forecast for South America and Product 322:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.331070 33.497618 74.823276
31 2025-08-31 54.909023 33.856829 76.027557
32 2025-09-30 55.468332 34.602456 76.101018
33 2025-10-31 56.046286 35.864950 77.704366
34 2025-11-30 56.605595 35.630176 77.903610
14:17:36 - cmdstanpy - INFO - Chain [1] start processing 14:17:36 - cmdstanpy - INFO - Chain [1] done processing 14:17:36 - cmdstanpy - INFO - Chain [1] start processing 14:17:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 323:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.632593 19.699480 54.464617
31 2025-08-31 36.503528 19.860073 53.392273
32 2025-09-30 36.378626 19.366681 53.559573
33 2025-10-31 36.249560 19.654823 54.217365
34 2025-11-30 36.124658 18.526280 51.844185
Forecast for South America and Product 324:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.995309 18.867755 44.267499
31 2025-08-31 30.571026 17.715217 44.376523
32 2025-09-30 30.160430 15.901750 43.612699
33 2025-10-31 29.736147 15.094132 42.750453
34 2025-11-30 29.325550 15.805615 42.727838
14:17:37 - cmdstanpy - INFO - Chain [1] start processing 14:17:37 - cmdstanpy - INFO - Chain [1] done processing 14:17:37 - cmdstanpy - INFO - Chain [1] start processing 14:17:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 325:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.668997 7.952661 43.351303
31 2025-08-31 25.035971 7.317906 42.728227
32 2025-09-30 24.423365 6.882651 41.950108
33 2025-10-31 23.790339 6.191481 41.273765
34 2025-11-30 23.177733 5.915387 40.594230
Forecast for South America and Product 326:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.460588 12.235375 47.130958
31 2025-08-31 28.989103 10.845471 46.513413
32 2025-09-30 28.532827 11.486939 48.071250
33 2025-10-31 28.061342 10.010569 46.094020
34 2025-11-30 27.605066 11.101460 46.715087
14:17:37 - cmdstanpy - INFO - Chain [1] start processing 14:17:37 - cmdstanpy - INFO - Chain [1] done processing 14:17:37 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 327:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.324252 19.342945 48.533251
31 2025-08-31 33.997173 19.083832 48.552388
32 2025-09-30 33.680645 19.076389 47.815522
33 2025-10-31 33.353567 19.470525 48.473215
34 2025-11-30 33.037039 19.188278 47.697850
14:17:37 - cmdstanpy - INFO - Chain [1] done processing 14:17:37 - cmdstanpy - INFO - Chain [1] start processing 14:17:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 328:
ds yhat yhat_lower yhat_upper
30 2025-07-31 17.731065 0.497862 32.758336
31 2025-08-31 16.703409 -0.117373 34.970095
32 2025-09-30 15.708904 -1.276506 32.601838
33 2025-10-31 14.681248 -2.145068 30.709985
34 2025-11-30 13.686743 -2.414097 31.344248
Forecast for South America and Product 329:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.202454 13.972196 51.893045
31 2025-08-31 31.995228 12.986414 51.882007
32 2025-09-30 31.794687 11.890612 51.580777
33 2025-10-31 31.587462 13.427543 50.033698
34 2025-11-30 31.386921 12.471834 50.108825
14:17:38 - cmdstanpy - INFO - Chain [1] start processing 14:17:38 - cmdstanpy - INFO - Chain [1] done processing 14:17:38 - cmdstanpy - INFO - Chain [1] start processing 14:17:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 330:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.001989 21.752532 68.830274
31 2025-08-31 46.333415 23.264282 70.181051
32 2025-09-30 46.654149 21.845132 71.849322
33 2025-10-31 46.985574 21.029287 70.997581
34 2025-11-30 47.306308 23.855869 71.907604
14:17:38 - cmdstanpy - INFO - Chain [1] start processing 14:17:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 331:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.741382 16.913155 68.458267
31 2025-08-31 42.903958 15.967504 69.114022
32 2025-09-30 43.061289 16.169581 69.852026
33 2025-10-31 43.223865 18.184376 69.040205
34 2025-11-30 43.381196 18.098088 69.023823
Forecast for South America and Product 332:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.941222 22.671891 70.638027
31 2025-08-31 47.241752 23.032454 70.930045
32 2025-09-30 47.532588 23.011579 71.770978
33 2025-10-31 47.833119 22.872664 73.350414
34 2025-11-30 48.123955 24.452222 71.850638
14:17:38 - cmdstanpy - INFO - Chain [1] start processing 14:17:38 - cmdstanpy - INFO - Chain [1] done processing 14:17:38 - cmdstanpy - INFO - Chain [1] start processing 14:17:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 333:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.720103 7.680173 53.259842
31 2025-08-31 29.323115 6.934988 52.773017
32 2025-09-30 28.938933 5.897997 51.261241
33 2025-10-31 28.541945 6.405913 50.919104
34 2025-11-30 28.157763 5.476963 50.478213
Forecast for South America and Product 334:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.181483 11.990496 66.765197
31 2025-08-31 38.814149 10.670553 66.071948
32 2025-09-30 38.458664 10.007246 66.423457
33 2025-10-31 38.091330 12.080337 66.770861
34 2025-11-30 37.735846 8.115089 65.517828
14:17:39 - cmdstanpy - INFO - Chain [1] start processing 14:17:39 - cmdstanpy - INFO - Chain [1] done processing 14:17:39 - cmdstanpy - INFO - Chain [1] start processing 14:17:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 335:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.621200 28.745196 65.024439
31 2025-08-31 48.081891 29.506929 68.118546
32 2025-09-30 48.527722 29.302192 67.183409
33 2025-10-31 48.988413 30.165093 68.092179
34 2025-11-30 49.434244 29.354645 66.948455
Forecast for South America and Product 336:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.008759 6.382938 54.740752
31 2025-08-31 30.576329 5.653039 55.299687
32 2025-09-30 30.157848 4.917691 55.832648
33 2025-10-31 29.725418 5.599776 54.443352
34 2025-11-30 29.306938 4.321274 54.173644
14:17:39 - cmdstanpy - INFO - Chain [1] start processing 14:17:39 - cmdstanpy - INFO - Chain [1] done processing 14:17:39 - cmdstanpy - INFO - Chain [1] start processing 14:17:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 337:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.158037 4.840171 34.357313
31 2025-08-31 19.269501 3.906612 35.868161
32 2025-09-30 18.409628 3.485802 33.527235
33 2025-10-31 17.521093 2.559439 32.184291
34 2025-11-30 16.661220 1.340321 31.468891
Forecast for South America and Product 338:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.399700 19.917244 52.375612
31 2025-08-31 36.278635 20.633027 51.903053
32 2025-09-30 36.161475 20.009853 52.463643
33 2025-10-31 36.040410 19.264839 53.205911
34 2025-11-30 35.923251 18.552813 52.228434
14:17:39 - cmdstanpy - INFO - Chain [1] start processing 14:17:39 - cmdstanpy - INFO - Chain [1] done processing 14:17:39 - cmdstanpy - INFO - Chain [1] start processing 14:17:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 339:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.611757 32.464383 68.025410
31 2025-08-31 50.994209 33.379380 67.763574
32 2025-09-30 51.364324 33.499337 68.591131
33 2025-10-31 51.746777 33.918327 69.565645
34 2025-11-30 52.116892 34.902670 72.270810
Forecast for South America and Product 340:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.316417 36.478866 72.821374
31 2025-08-31 54.801252 35.681894 73.621945
32 2025-09-30 55.270447 37.192304 73.185014
33 2025-10-31 55.755281 36.665270 74.635381
34 2025-11-30 56.224476 38.147773 75.424056
14:17:40 - cmdstanpy - INFO - Chain [1] start processing 14:17:40 - cmdstanpy - INFO - Chain [1] done processing 14:17:40 - cmdstanpy - INFO - Chain [1] start processing 14:17:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 341:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.334072 6.659118 38.161141
31 2025-08-31 21.651011 6.179059 36.696321
32 2025-09-30 20.989985 5.332900 36.469450
33 2025-10-31 20.306924 3.459305 36.419355
34 2025-11-30 19.645897 3.392010 35.600466
Forecast for South America and Product 342:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.205406 8.245719 51.003756
31 2025-08-31 29.638959 9.433882 50.369715
32 2025-09-30 29.090785 9.029018 50.052796
33 2025-10-31 28.524339 8.102992 49.132552
34 2025-11-30 27.976165 6.093322 48.338734
14:17:40 - cmdstanpy - INFO - Chain [1] start processing 14:17:40 - cmdstanpy - INFO - Chain [1] done processing 14:17:40 - cmdstanpy - INFO - Chain [1] start processing 14:17:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 343:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.472330 12.971736 45.677611
31 2025-08-31 28.915734 12.986443 45.311546
32 2025-09-30 28.377093 12.533356 45.001981
33 2025-10-31 27.820498 11.498354 44.731929
34 2025-11-30 27.281857 10.819463 43.164921
14:17:40 - cmdstanpy - INFO - Chain [1] start processing 14:17:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 344:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.207457 17.011094 63.660587
31 2025-08-31 40.279134 17.066127 61.928135
32 2025-09-30 40.348498 19.545366 61.257292
33 2025-10-31 40.420175 17.638052 61.580304
34 2025-11-30 40.489539 18.838875 63.282741
Forecast for South America and Product 345:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.805454 24.790708 59.183439
31 2025-08-31 41.772404 25.427184 58.559814
32 2025-09-30 41.740419 25.930699 59.120330
33 2025-10-31 41.707369 24.656412 58.312844
34 2025-11-30 41.675385 24.872558 58.329160
14:17:41 - cmdstanpy - INFO - Chain [1] start processing 14:17:41 - cmdstanpy - INFO - Chain [1] done processing 14:17:41 - cmdstanpy - INFO - Chain [1] start processing 14:17:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 346:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.036209 17.274830 54.143567
31 2025-08-31 35.774976 16.170876 55.573283
32 2025-09-30 35.522169 17.049083 54.324500
33 2025-10-31 35.260936 17.779186 55.047682
34 2025-11-30 35.008130 15.890934 54.807531
Forecast for South America and Product 347:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.677118 10.328629 54.700823
31 2025-08-31 32.138311 10.765855 54.614540
32 2025-09-30 31.616885 10.162891 55.369885
33 2025-10-31 31.078078 8.281938 53.593032
34 2025-11-30 30.556651 8.431585 53.831715
14:17:41 - cmdstanpy - INFO - Chain [1] start processing 14:17:41 - cmdstanpy - INFO - Chain [1] done processing 14:17:41 - cmdstanpy - INFO - Chain [1] start processing 14:17:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 348:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.140029 6.197598 38.016190
31 2025-08-31 21.367085 6.207215 36.601101
32 2025-09-30 20.619074 4.476567 35.108288
33 2025-10-31 19.846130 4.474302 35.213685
34 2025-11-30 19.098119 4.282374 33.651316
Forecast for South America and Product 349:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.967206 23.234308 62.899498
31 2025-08-31 44.235854 24.453544 62.691386
32 2025-09-30 44.495835 25.049597 62.941119
33 2025-10-31 44.764482 25.895427 65.469116
34 2025-11-30 45.024463 26.217883 65.881192
14:17:41 - cmdstanpy - INFO - Chain [1] start processing 14:17:41 - cmdstanpy - INFO - Chain [1] done processing 14:17:42 - cmdstanpy - INFO - Chain [1] start processing 14:17:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 350:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.907820 16.683151 54.834472
31 2025-08-31 35.586791 16.282132 53.733566
32 2025-09-30 35.276117 17.033284 55.206811
33 2025-10-31 34.955088 15.224457 54.157565
34 2025-11-30 34.644415 13.988499 53.861000
14:17:42 - cmdstanpy - INFO - Chain [1] start processing 14:17:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 351:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.975034 34.520669 77.924496
31 2025-08-31 56.558676 37.649440 76.780943
32 2025-09-30 57.123489 37.258974 78.898986
33 2025-10-31 57.707131 37.262633 77.681366
34 2025-11-30 58.271945 36.801091 77.309961
Forecast for South America and Product 352:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.463549 11.419479 55.708394
31 2025-08-31 34.007156 10.645225 58.223660
32 2025-09-30 33.565485 12.866283 56.467557
33 2025-10-31 33.109093 9.124115 57.308664
34 2025-11-30 32.667422 8.221247 56.384292
14:17:42 - cmdstanpy - INFO - Chain [1] start processing 14:17:42 - cmdstanpy - INFO - Chain [1] done processing 14:17:42 - cmdstanpy - INFO - Chain [1] start processing 14:17:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 353:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.155602 10.805209 58.113456
31 2025-08-31 34.675490 9.419726 57.133104
32 2025-09-30 34.210865 12.082792 57.904074
33 2025-10-31 33.730753 8.845285 57.913105
34 2025-11-30 33.266128 9.983503 56.026448
Forecast for South America and Product 354:
ds yhat yhat_lower yhat_upper
30 2025-07-31 11.128642 -1.774362 24.133165
31 2025-08-31 9.973060 -2.217533 21.310999
32 2025-09-30 8.854755 -3.825537 21.109053
33 2025-10-31 7.699173 -5.075055 20.876025
34 2025-11-30 6.580868 -5.471745 18.859140
14:17:42 - cmdstanpy - INFO - Chain [1] start processing 14:17:42 - cmdstanpy - INFO - Chain [1] done processing 14:17:43 - cmdstanpy - INFO - Chain [1] start processing 14:17:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 355:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.988663 18.141047 65.924021
31 2025-08-31 41.119360 17.611306 64.512024
32 2025-09-30 41.245840 19.668968 63.779060
33 2025-10-31 41.376537 18.272279 64.060003
34 2025-11-30 41.503018 19.566248 63.663909
Forecast for South America and Product 356:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.196400 16.127148 52.468499
31 2025-08-31 33.999904 16.338123 53.770265
32 2025-09-30 33.809746 15.332826 52.293576
33 2025-10-31 33.613250 14.209869 51.561616
34 2025-11-30 33.423092 13.535936 53.935225
14:17:43 - cmdstanpy - INFO - Chain [1] start processing 14:17:43 - cmdstanpy - INFO - Chain [1] done processing 14:17:43 - cmdstanpy - INFO - Chain [1] start processing 14:17:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 357:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.848914 16.939730 61.106682
31 2025-08-31 38.768345 16.632999 60.438859
32 2025-09-30 38.690374 16.210151 61.400807
33 2025-10-31 38.609804 16.056261 60.074410
34 2025-11-30 38.531834 17.607626 60.084233
Forecast for South America and Product 358:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.577280 21.739975 54.126069
31 2025-08-31 37.535992 22.039390 53.072254
32 2025-09-30 37.496036 21.147258 53.385134
33 2025-10-31 37.454749 21.564516 52.791316
34 2025-11-30 37.414793 21.427713 52.330122
14:17:43 - cmdstanpy - INFO - Chain [1] start processing 14:17:43 - cmdstanpy - INFO - Chain [1] done processing 14:17:44 - cmdstanpy - INFO - Chain [1] start processing 14:17:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 359:
ds yhat yhat_lower yhat_upper
30 2025-07-31 63.113150 45.156239 80.596286
31 2025-08-31 64.130924 45.354558 81.293873
32 2025-09-30 65.115867 46.805830 83.016135
33 2025-10-31 66.133642 46.527214 84.094508
34 2025-11-30 67.118585 50.985566 85.759633
14:17:44 - cmdstanpy - INFO - Chain [1] start processing 14:17:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 360:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.368074 24.921193 62.299723
31 2025-08-31 45.894469 26.178425 64.793947
32 2025-09-30 46.403883 27.064821 65.574705
33 2025-10-31 46.930278 30.075965 65.431964
34 2025-11-30 47.439693 28.295971 65.084177
Forecast for South America and Product 361:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.462194 16.243403 50.505821
31 2025-08-31 33.000024 14.310796 50.374900
32 2025-09-30 32.552763 16.072565 49.801970
33 2025-10-31 32.090593 13.668600 48.754569
34 2025-11-30 31.643332 14.814907 50.008031
14:17:44 - cmdstanpy - INFO - Chain [1] start processing 14:17:44 - cmdstanpy - INFO - Chain [1] done processing 14:17:44 - cmdstanpy - INFO - Chain [1] start processing 14:17:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 362:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.408888 -0.221964 36.373800
31 2025-08-31 17.108665 -0.837222 35.695858
32 2025-09-30 15.850385 -3.013722 35.102848
33 2025-10-31 14.550162 -3.827477 32.552445
34 2025-11-30 13.291882 -4.790066 31.247290
Forecast for South America and Product 363:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.948685 10.223938 48.065158
31 2025-08-31 28.432981 9.631144 46.885702
32 2025-09-30 27.933912 10.247459 46.983191
33 2025-10-31 27.418208 7.955580 45.750682
34 2025-11-30 26.919139 9.956765 45.638783
14:17:44 - cmdstanpy - INFO - Chain [1] start processing 14:17:44 - cmdstanpy - INFO - Chain [1] done processing 14:17:45 - cmdstanpy - INFO - Chain [1] start processing 14:17:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 364:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.561929 14.059515 44.790155
31 2025-08-31 29.010779 12.553899 44.158791
32 2025-09-30 28.477408 11.623606 45.676438
33 2025-10-31 27.926258 13.215708 44.413556
34 2025-11-30 27.392887 10.858019 44.070686
Forecast for South America and Product 365:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.696273 25.184370 59.947448
31 2025-08-31 42.906846 26.373696 59.055833
32 2025-09-30 43.110626 23.982635 60.420693
33 2025-10-31 43.321199 25.919783 60.419568
34 2025-11-30 43.524979 24.791948 61.126881
14:17:45 - cmdstanpy - INFO - Chain [1] start processing 14:17:45 - cmdstanpy - INFO - Chain [1] done processing 14:17:45 - cmdstanpy - INFO - Chain [1] start processing 14:17:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 366:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.343604 20.504684 54.163285
31 2025-08-31 36.985062 20.253105 54.410032
32 2025-09-30 36.638085 19.116578 54.780125
33 2025-10-31 36.279543 18.153040 53.520043
34 2025-11-30 35.932566 17.313588 53.104666
Forecast for South America and Product 367:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.478974 42.502234 76.522070
31 2025-08-31 61.195908 44.989370 78.818380
32 2025-09-30 61.889715 44.516794 79.746444
33 2025-10-31 62.606648 45.830926 79.448463
34 2025-11-30 63.300455 45.387639 79.734926
14:17:45 - cmdstanpy - INFO - Chain [1] start processing 14:17:45 - cmdstanpy - INFO - Chain [1] done processing 14:17:45 - cmdstanpy - INFO - Chain [1] start processing 14:17:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 368:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.508699 13.047954 49.317022
31 2025-08-31 31.305439 12.778824 48.093872
32 2025-09-30 31.108736 12.024591 50.016733
33 2025-10-31 30.905477 12.486381 47.912611
34 2025-11-30 30.708774 13.562683 48.870985
Forecast for South America and Product 369:
ds yhat yhat_lower yhat_upper
30 2025-07-31 61.906876 45.811845 78.872674
31 2025-08-31 62.990161 46.518981 78.809414
32 2025-09-30 64.038501 46.673238 80.943523
33 2025-10-31 65.121786 49.523059 81.169401
34 2025-11-30 66.170127 49.605502 82.608709
14:17:45 - cmdstanpy - INFO - Chain [1] start processing 14:17:46 - cmdstanpy - INFO - Chain [1] done processing 14:17:46 - cmdstanpy - INFO - Chain [1] start processing 14:17:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 370:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.416959 6.841316 47.014732
31 2025-08-31 25.864325 4.835504 44.190097
32 2025-09-30 25.329518 4.989561 44.729708
33 2025-10-31 24.776884 6.126947 45.469760
34 2025-11-30 24.242077 4.857880 43.583333
Forecast for South America and Product 371:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.272126 14.863546 48.886088
31 2025-08-31 30.792015 14.764854 47.620993
32 2025-09-30 30.327392 13.917701 47.477600
33 2025-10-31 29.847281 13.291112 46.126715
34 2025-11-30 29.382658 13.371779 45.090969
14:17:46 - cmdstanpy - INFO - Chain [1] start processing 14:17:46 - cmdstanpy - INFO - Chain [1] done processing 14:17:46 - cmdstanpy - INFO - Chain [1] start processing 14:17:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 372:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.893501 4.308451 46.625019
31 2025-08-31 24.103478 4.826305 44.811832
32 2025-09-30 23.338940 3.473464 43.880973
33 2025-10-31 22.548917 2.614015 41.864301
34 2025-11-30 21.784379 2.017739 41.848043
Forecast for South America and Product 373:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.265123 6.761957 52.377441
31 2025-08-31 28.854010 4.674397 51.490864
32 2025-09-30 28.456158 6.197775 53.609041
33 2025-10-31 28.045045 7.052876 50.981276
34 2025-11-30 27.647194 4.616349 50.766104
14:17:46 - cmdstanpy - INFO - Chain [1] start processing 14:17:46 - cmdstanpy - INFO - Chain [1] done processing 14:17:46 - cmdstanpy - INFO - Chain [1] start processing 14:17:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 374:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.573455 9.529112 55.007838
31 2025-08-31 32.189679 8.163304 54.613339
32 2025-09-30 31.818284 8.271649 54.608929
33 2025-10-31 31.434508 8.349901 52.950961
34 2025-11-30 31.063113 7.384811 54.069747
Forecast for South America and Product 375:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.966202 31.874035 75.997216
31 2025-08-31 54.558306 33.287871 76.135927
32 2025-09-30 55.131309 33.012896 76.805273
33 2025-10-31 55.723413 33.966655 77.532382
34 2025-11-30 56.296416 34.695247 78.051573
14:17:47 - cmdstanpy - INFO - Chain [1] start processing 14:17:47 - cmdstanpy - INFO - Chain [1] done processing 14:17:47 - cmdstanpy - INFO - Chain [1] start processing 14:17:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 376:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.070645 35.704814 78.946556
31 2025-08-31 57.950045 35.082116 81.348612
32 2025-09-30 58.801078 34.726735 79.561149
33 2025-10-31 59.680479 36.043495 81.589880
34 2025-11-30 60.531511 36.933646 82.867890
Forecast for South America and Product 377:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.069286 17.968013 60.791497
31 2025-08-31 38.643057 15.572029 60.629031
32 2025-09-30 38.230578 16.177210 59.895560
33 2025-10-31 37.804349 15.189379 58.799324
34 2025-11-30 37.391870 16.027017 58.895383
14:17:47 - cmdstanpy - INFO - Chain [1] start processing 14:17:47 - cmdstanpy - INFO - Chain [1] done processing 14:17:47 - cmdstanpy - INFO - Chain [1] start processing 14:17:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 378:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.928961 10.618447 55.405936
31 2025-08-31 33.527482 11.854633 54.908201
32 2025-09-30 33.138954 10.891947 55.094951
33 2025-10-31 32.737474 10.110392 54.596712
34 2025-11-30 32.348946 10.254067 53.785132
Forecast for South America and Product 379:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.298645 10.836976 52.551356
31 2025-08-31 30.909664 9.758711 50.581940
32 2025-09-30 30.533232 11.119487 51.637507
33 2025-10-31 30.144251 8.144478 54.110877
34 2025-11-30 29.767818 10.172420 51.081303
14:17:47 - cmdstanpy - INFO - Chain [1] start processing 14:17:47 - cmdstanpy - INFO - Chain [1] done processing 14:17:47 - cmdstanpy - INFO - Chain [1] start processing 14:17:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 380:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.057756 19.720242 58.349818
31 2025-08-31 39.116818 20.707807 57.525664
32 2025-09-30 39.173974 20.135343 59.266673
33 2025-10-31 39.233036 19.998425 58.363927
34 2025-11-30 39.290193 19.249361 58.388799
Forecast for South America and Product 381:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.198533 34.466532 71.877154
31 2025-08-31 54.019629 35.646997 71.404072
32 2025-09-30 54.814238 36.775212 71.544558
33 2025-10-31 55.635334 37.201801 73.366492
34 2025-11-30 56.429944 37.813968 73.215270
14:17:48 - cmdstanpy - INFO - Chain [1] start processing 14:17:48 - cmdstanpy - INFO - Chain [1] done processing 14:17:48 - cmdstanpy - INFO - Chain [1] start processing 14:17:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 382:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.649121 18.715053 61.956924
31 2025-08-31 40.317128 20.027127 63.254143
32 2025-09-30 39.995844 18.750631 59.703721
33 2025-10-31 39.663850 18.656507 62.899436
34 2025-11-30 39.342566 16.243926 60.125774
Forecast for South America and Product 383:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.673258 15.527055 50.801247
31 2025-08-31 33.487022 16.581976 50.999608
32 2025-09-30 33.306794 14.035783 49.939822
33 2025-10-31 33.120558 15.099609 50.723838
34 2025-11-30 32.940330 14.144330 50.529048
14:17:48 - cmdstanpy - INFO - Chain [1] start processing 14:17:48 - cmdstanpy - INFO - Chain [1] done processing 14:17:48 - cmdstanpy - INFO - Chain [1] start processing 14:17:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 384:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.009605 8.010968 44.135493
31 2025-08-31 25.097562 6.482679 45.269083
32 2025-09-30 24.214940 6.436934 42.072176
33 2025-10-31 23.302896 2.910054 40.923649
34 2025-11-30 22.420274 4.653917 39.847344
Forecast for South America and Product 385:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.703708 26.868854 65.433544
31 2025-08-31 46.122693 27.550419 63.645116
32 2025-09-30 46.528162 27.334800 65.496334
33 2025-10-31 46.947147 27.434244 65.362067
34 2025-11-30 47.352617 28.483096 66.712050
14:17:48 - cmdstanpy - INFO - Chain [1] start processing 14:17:48 - cmdstanpy - INFO - Chain [1] done processing 14:17:49 - cmdstanpy - INFO - Chain [1] start processing 14:17:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 386:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.361604 19.987748 53.122279
31 2025-08-31 36.098889 19.498313 52.966136
32 2025-09-30 35.844648 20.188016 53.364726
33 2025-10-31 35.581933 17.970627 52.149621
34 2025-11-30 35.327693 18.536768 53.193340
Forecast for South America and Product 387:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.916809 20.038774 63.421261
31 2025-08-31 43.057304 22.767176 63.852423
32 2025-09-30 43.193268 23.521257 65.173887
33 2025-10-31 43.333763 22.335251 62.642064
34 2025-11-30 43.469727 22.207993 63.421062
14:17:49 - cmdstanpy - INFO - Chain [1] start processing 14:17:49 - cmdstanpy - INFO - Chain [1] done processing 14:17:49 - cmdstanpy - INFO - Chain [1] start processing 14:17:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 388:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.868655 20.239516 64.074731
31 2025-08-31 40.998893 18.594521 61.342581
32 2025-09-30 41.124931 19.920314 62.767720
33 2025-10-31 41.255170 18.622606 61.037706
34 2025-11-30 41.381207 20.996389 61.270424
Forecast for South America and Product 389:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.616892 14.936442 50.478512
31 2025-08-31 32.162408 15.437892 49.642460
32 2025-09-30 31.722585 15.671320 49.135736
33 2025-10-31 31.268102 14.685123 47.773194
34 2025-11-30 30.828279 12.729406 48.480817
14:17:49 - cmdstanpy - INFO - Chain [1] start processing 14:17:49 - cmdstanpy - INFO - Chain [1] done processing 14:17:49 - cmdstanpy - INFO - Chain [1] start processing 14:17:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 390:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.951401 15.909721 68.991662
31 2025-08-31 41.658229 15.758841 67.289611
32 2025-09-30 41.374515 17.354289 68.584135
33 2025-10-31 41.081343 14.241921 66.655312
34 2025-11-30 40.797629 13.937235 66.455423
Forecast for South America and Product 391:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.475120 -0.902495 41.494045
31 2025-08-31 19.732054 0.631692 40.219535
32 2025-09-30 19.012957 -1.882394 39.992685
33 2025-10-31 18.269891 -3.098514 39.363634
34 2025-11-30 17.550795 -3.502820 38.570198
14:17:50 - cmdstanpy - INFO - Chain [1] start processing 14:17:50 - cmdstanpy - INFO - Chain [1] done processing 14:17:50 - cmdstanpy - INFO - Chain [1] start processing 14:17:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 392:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.106237 12.674098 45.225824
31 2025-08-31 29.523962 14.571682 44.186753
32 2025-09-30 28.960469 14.244867 44.160980
33 2025-10-31 28.378193 13.712827 43.952719
34 2025-11-30 27.814700 11.957263 43.182645
Forecast for South America and Product 393:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.260619 5.400761 36.825872
31 2025-08-31 20.396295 4.390237 36.251052
32 2025-09-30 19.559853 4.047536 34.220157
33 2025-10-31 18.695529 3.600090 34.424461
34 2025-11-30 17.859087 2.408598 32.976095
14:17:50 - cmdstanpy - INFO - Chain [1] start processing 14:17:50 - cmdstanpy - INFO - Chain [1] done processing 14:17:50 - cmdstanpy - INFO - Chain [1] start processing 14:17:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 394:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.974420 22.590872 64.758591
31 2025-08-31 44.139922 22.438602 65.902756
32 2025-09-30 44.300086 21.610576 65.387358
33 2025-10-31 44.465588 22.782997 65.928036
34 2025-11-30 44.625751 23.700415 66.013250
Forecast for South America and Product 395:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.955761 21.154015 51.686807
31 2025-08-31 35.839374 21.379820 51.388102
32 2025-09-30 35.726742 20.878840 51.865050
33 2025-10-31 35.610355 19.663343 50.290377
34 2025-11-30 35.497722 19.544518 50.148646
14:17:50 - cmdstanpy - INFO - Chain [1] start processing 14:17:50 - cmdstanpy - INFO - Chain [1] done processing 14:17:50 - cmdstanpy - INFO - Chain [1] start processing 14:17:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 396:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.345260 21.339340 54.959116
31 2025-08-31 38.193169 22.405226 53.769205
32 2025-09-30 38.045983 20.075061 56.038694
33 2025-10-31 37.893891 20.251052 55.255080
34 2025-11-30 37.746706 20.713947 54.708138
Forecast for South America and Product 397:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.195286 26.296980 76.289051
31 2025-08-31 50.174024 23.402167 75.873804
32 2025-09-30 50.153448 25.422140 75.441511
33 2025-10-31 50.132186 23.732792 74.446943
34 2025-11-30 50.111610 24.819049 76.811880
14:17:51 - cmdstanpy - INFO - Chain [1] start processing 14:17:51 - cmdstanpy - INFO - Chain [1] done processing 14:17:51 - cmdstanpy - INFO - Chain [1] start processing 14:17:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 398:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.785586 29.715237 80.533563
31 2025-08-31 53.219952 25.497306 77.653664
32 2025-09-30 53.640306 27.542844 78.945052
33 2025-10-31 54.074671 29.351841 80.107615
34 2025-11-30 54.495026 29.807803 80.304648
Forecast for South America and Product 399:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.589554 8.551216 47.794281
31 2025-08-31 27.017901 7.828368 46.569325
32 2025-09-30 26.464688 5.087909 45.938132
33 2025-10-31 25.893035 6.959328 45.915563
34 2025-11-30 25.339822 7.288662 44.971495
14:17:51 - cmdstanpy - INFO - Chain [1] start processing 14:17:51 - cmdstanpy - INFO - Chain [1] done processing 14:17:51 - cmdstanpy - INFO - Chain [1] start processing 14:17:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 400:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.494699 11.533843 55.170063
31 2025-08-31 31.933382 11.601553 53.016845
32 2025-09-30 31.390172 10.540705 50.818378
33 2025-10-31 30.828855 11.043488 52.199844
34 2025-11-30 30.285646 9.898734 49.856312
Forecast for South America and Product 401:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.310181 31.265801 63.426958
31 2025-08-31 46.859214 31.804807 62.301586
32 2025-09-30 47.390537 30.477528 62.886532
33 2025-10-31 47.939570 32.018718 63.317239
34 2025-11-30 48.470893 31.705788 63.266459
14:17:51 - cmdstanpy - INFO - Chain [1] start processing 14:17:51 - cmdstanpy - INFO - Chain [1] done processing 14:17:52 - cmdstanpy - INFO - Chain [1] start processing 14:17:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 402:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.336217 26.397586 56.143458
31 2025-08-31 41.419337 26.349650 55.358971
32 2025-09-30 41.499774 26.327340 55.712312
33 2025-10-31 41.582894 27.542270 56.752330
34 2025-11-30 41.663331 26.894692 56.707007
Forecast for South America and Product 403:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.027051 15.589277 60.607495
31 2025-08-31 36.667990 12.409195 58.602576
32 2025-09-30 36.320510 13.742110 57.563081
33 2025-10-31 35.961449 12.481220 57.543759
34 2025-11-30 35.613970 14.340778 57.293688
14:17:52 - cmdstanpy - INFO - Chain [1] start processing 14:17:52 - cmdstanpy - INFO - Chain [1] done processing 14:17:52 - cmdstanpy - INFO - Chain [1] start processing 14:17:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 404:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.730402 40.503887 76.240266
31 2025-08-31 60.757729 42.919068 78.985858
32 2025-09-30 61.751917 43.525384 78.190439
33 2025-10-31 62.779244 45.473326 81.609596
34 2025-11-30 63.773431 46.110966 82.316690
Forecast for South America and Product 405:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.215829 8.797685 45.139538
31 2025-08-31 26.522573 10.213073 43.758465
32 2025-09-30 25.851681 8.116852 42.410239
33 2025-10-31 25.158425 8.490916 40.929366
34 2025-11-30 24.487532 7.396034 41.204385
14:17:52 - cmdstanpy - INFO - Chain [1] start processing 14:17:52 - cmdstanpy - INFO - Chain [1] done processing 14:17:52 - cmdstanpy - INFO - Chain [1] start processing 14:17:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 406:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.159573 36.717549 67.958321
31 2025-08-31 52.680306 36.518355 68.956759
32 2025-09-30 53.184242 38.109327 68.044170
33 2025-10-31 53.704975 37.020601 69.217705
34 2025-11-30 54.208910 39.132293 68.430435
Forecast for South America and Product 407:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.870939 36.682477 74.813940
31 2025-08-31 56.641415 38.044248 73.624432
32 2025-09-30 57.387037 38.045437 76.823782
33 2025-10-31 58.157514 38.784050 77.124809
34 2025-11-30 58.903136 41.342883 77.009037
14:17:53 - cmdstanpy - INFO - Chain [1] start processing 14:17:53 - cmdstanpy - INFO - Chain [1] done processing 14:17:53 - cmdstanpy - INFO - Chain [1] start processing 14:17:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 408:
ds yhat yhat_lower yhat_upper
29 2025-07-31 43.742157 28.754045 58.730349
30 2025-08-31 43.625851 28.503312 58.243630
31 2025-09-30 43.513297 28.497672 58.272573
32 2025-10-31 43.396991 28.399051 58.641584
33 2025-11-30 43.284436 28.069462 58.798117
Forecast for South America and Product 409:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.036834 7.193057 42.490753
31 2025-08-31 24.215843 6.058758 42.891454
32 2025-09-30 23.421335 5.843607 42.233056
33 2025-10-31 22.600344 4.070110 40.842010
34 2025-11-30 21.805836 2.347796 39.908076
14:17:53 - cmdstanpy - INFO - Chain [1] start processing 14:17:53 - cmdstanpy - INFO - Chain [1] done processing 14:17:53 - cmdstanpy - INFO - Chain [1] start processing 14:17:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 410:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.026524 23.160002 59.313462
31 2025-08-31 42.207641 24.389556 58.953491
32 2025-09-30 42.382917 26.279539 59.921813
33 2025-10-31 42.564035 24.036227 60.133493
34 2025-11-30 42.739310 25.121104 60.572777
Forecast for South America and Product 411:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.636220 26.499110 68.323525
31 2025-08-31 46.867834 25.983504 69.031081
32 2025-09-30 47.091977 26.798920 68.675410
33 2025-10-31 47.323591 26.391429 68.483025
34 2025-11-30 47.547734 28.602554 69.122977
14:17:53 - cmdstanpy - INFO - Chain [1] start processing 14:17:53 - cmdstanpy - INFO - Chain [1] done processing 14:17:53 - cmdstanpy - INFO - Chain [1] start processing 14:17:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 412:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.368706 25.534868 63.428280
31 2025-08-31 44.579707 25.213132 61.920127
32 2025-09-30 44.783901 24.861209 64.031573
33 2025-10-31 44.994902 24.774362 63.609484
34 2025-11-30 45.199096 27.414968 63.931402
Forecast for South America and Product 413:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.930383 26.247953 60.840462
31 2025-08-31 44.357926 27.560352 62.839676
32 2025-09-30 44.771677 27.254825 62.301236
33 2025-10-31 45.199220 28.254279 62.649913
34 2025-11-30 45.612971 28.247972 62.074657
14:17:54 - cmdstanpy - INFO - Chain [1] start processing 14:17:54 - cmdstanpy - INFO - Chain [1] done processing 14:17:54 - cmdstanpy - INFO - Chain [1] start processing 14:17:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 414:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.197506 31.924654 63.036038
31 2025-08-31 47.857322 32.549162 64.061856
32 2025-09-30 48.495854 32.702903 63.867905
33 2025-10-31 49.155671 33.626790 65.397110
34 2025-11-30 49.794203 33.477909 65.613648
Forecast for South America and Product 415:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.683444 18.204955 58.312596
31 2025-08-31 37.368036 17.020760 57.540843
32 2025-09-30 37.062803 16.448575 57.868065
33 2025-10-31 36.747396 17.525365 56.448850
34 2025-11-30 36.442162 18.453263 56.982549
14:17:54 - cmdstanpy - INFO - Chain [1] start processing 14:17:54 - cmdstanpy - INFO - Chain [1] done processing 14:17:54 - cmdstanpy - INFO - Chain [1] start processing 14:17:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 416:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.842756 11.747591 46.772388
31 2025-08-31 29.296126 11.705591 46.631773
32 2025-09-30 28.767129 11.229679 44.944193
33 2025-10-31 28.220499 10.121926 45.451248
34 2025-11-30 27.691502 9.783142 44.520664
Forecast for South America and Product 417:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.992798 19.922885 54.908320
31 2025-08-31 38.169242 20.232757 56.643899
32 2025-09-30 38.339994 20.219279 55.956300
33 2025-10-31 38.516438 20.199252 56.566164
34 2025-11-30 38.687189 20.031073 56.120906
14:17:54 - cmdstanpy - INFO - Chain [1] start processing 14:17:54 - cmdstanpy - INFO - Chain [1] done processing 14:17:55 - cmdstanpy - INFO - Chain [1] start processing 14:17:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 418:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.070007 22.055131 61.366604
31 2025-08-31 40.819910 20.102362 60.710858
32 2025-09-30 40.577881 18.920176 61.402890
33 2025-10-31 40.327785 20.524635 60.595614
34 2025-11-30 40.085756 20.496323 60.432503
Forecast for South America and Product 419:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.814864 24.544939 73.556696
31 2025-08-31 49.819085 26.745657 73.661520
32 2025-09-30 49.823169 25.858905 72.313297
33 2025-10-31 49.827389 26.880003 73.796655
34 2025-11-30 49.831474 24.685821 74.585124
14:17:55 - cmdstanpy - INFO - Chain [1] start processing 14:17:55 - cmdstanpy - INFO - Chain [1] done processing 14:17:55 - cmdstanpy - INFO - Chain [1] start processing 14:17:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 420:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.497060 40.257650 75.744404
31 2025-08-31 58.364255 40.795002 77.674827
32 2025-09-30 59.203476 41.367943 79.490550
33 2025-10-31 60.070671 41.660114 79.038950
34 2025-11-30 60.909892 41.105925 78.460547
Forecast for South America and Product 421:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.147967 18.224929 54.346994
31 2025-08-31 35.692290 18.044634 54.719299
32 2025-09-30 35.251312 16.884777 52.714106
33 2025-10-31 34.795634 17.116510 52.106533
34 2025-11-30 34.354656 15.765839 51.861720
14:17:55 - cmdstanpy - INFO - Chain [1] start processing 14:17:55 - cmdstanpy - INFO - Chain [1] done processing 14:17:55 - cmdstanpy - INFO - Chain [1] start processing 14:17:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 422:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.939360 22.281291 56.502944
31 2025-08-31 40.020230 23.037558 56.502308
32 2025-09-30 40.098491 23.747364 57.902967
33 2025-10-31 40.179360 24.698358 57.393493
34 2025-11-30 40.257621 24.197309 56.461713
Forecast for South America and Product 423:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.606705 26.361035 60.240371
31 2025-08-31 44.706987 28.052234 61.229666
32 2025-09-30 44.804034 28.644232 61.840977
33 2025-10-31 44.904316 28.400351 60.480912
34 2025-11-30 45.001363 27.436780 62.574885
14:17:55 - cmdstanpy - INFO - Chain [1] start processing 14:17:55 - cmdstanpy - INFO - Chain [1] done processing 14:17:56 - cmdstanpy - INFO - Chain [1] start processing 14:17:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 424:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.973690 6.930452 35.277222
31 2025-08-31 20.310591 5.342091 34.278311
32 2025-09-30 19.668882 6.242187 34.823010
33 2025-10-31 19.005783 4.395111 32.916290
34 2025-11-30 18.364074 3.309108 33.450797
Forecast for South America and Product 425:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.152750 9.349307 48.250411
31 2025-08-31 28.649233 9.114959 48.633801
32 2025-09-30 28.161959 7.543293 46.708684
33 2025-10-31 27.658441 7.244059 46.806610
34 2025-11-30 27.171167 8.041021 48.400173
14:17:56 - cmdstanpy - INFO - Chain [1] start processing 14:17:56 - cmdstanpy - INFO - Chain [1] done processing 14:17:56 - cmdstanpy - INFO - Chain [1] start processing 14:17:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 426:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.382072 24.173409 60.801276
31 2025-08-31 43.799058 23.462613 63.487065
32 2025-09-30 44.202594 24.271926 61.788860
33 2025-10-31 44.619580 25.716668 63.303504
34 2025-11-30 45.023115 26.102391 63.310327
Forecast for South America and Product 427:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.876506 16.938868 45.472643
31 2025-08-31 30.527654 16.343168 45.364646
32 2025-09-30 30.190055 16.950970 44.629285
33 2025-10-31 29.841202 15.010902 43.001278
34 2025-11-30 29.503603 13.677835 43.535158
14:17:56 - cmdstanpy - INFO - Chain [1] start processing 14:17:56 - cmdstanpy - INFO - Chain [1] done processing 14:17:56 - cmdstanpy - INFO - Chain [1] start processing 14:17:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 428:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.784978 4.634274 46.424739
31 2025-08-31 25.157910 3.909905 48.480036
32 2025-09-30 24.551070 2.877471 45.768916
33 2025-10-31 23.924002 1.779715 46.835138
34 2025-11-30 23.317162 2.676638 44.042149
Forecast for South America and Product 429:
ds yhat yhat_lower yhat_upper
30 2025-07-31 16.288605 -2.591878 37.886735
31 2025-08-31 15.297366 -5.764286 34.613134
32 2025-09-30 14.338103 -6.278078 34.540337
33 2025-10-31 13.346864 -7.345580 34.835508
34 2025-11-30 12.387601 -7.648419 33.107304
14:17:57 - cmdstanpy - INFO - Chain [1] start processing 14:17:57 - cmdstanpy - INFO - Chain [1] done processing 14:17:57 - cmdstanpy - INFO - Chain [1] start processing 14:17:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 430:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.537677 11.389963 54.414194
31 2025-08-31 33.299839 11.309279 54.648384
32 2025-09-30 33.069672 10.035526 53.827011
33 2025-10-31 32.831834 10.503261 53.956872
34 2025-11-30 32.601668 12.173715 54.970826
Forecast for South America and Product 431:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.455716 23.235195 61.332915
31 2025-08-31 42.748315 22.165423 60.825317
32 2025-09-30 43.031477 24.627571 61.031622
33 2025-10-31 43.324076 25.421110 63.811446
34 2025-11-30 43.607237 24.110344 61.603956
14:17:57 - cmdstanpy - INFO - Chain [1] start processing 14:17:57 - cmdstanpy - INFO - Chain [1] done processing 14:17:57 - cmdstanpy - INFO - Chain [1] start processing 14:17:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 432:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.230987 21.035647 63.934146
31 2025-08-31 43.162470 22.208232 63.204559
32 2025-09-30 43.096163 21.859126 63.951077
33 2025-10-31 43.027646 21.894194 64.810914
34 2025-11-30 42.961340 21.182025 63.877172
Forecast for South America and Product 433:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.170126 17.897225 54.929652
31 2025-08-31 36.139390 17.666581 55.011508
32 2025-09-30 36.109645 16.858062 54.543467
33 2025-10-31 36.078909 18.349240 52.776952
34 2025-11-30 36.049164 17.524484 53.295186
14:17:57 - cmdstanpy - INFO - Chain [1] start processing 14:17:57 - cmdstanpy - INFO - Chain [1] done processing 14:17:57 - cmdstanpy - INFO - Chain [1] start processing 14:17:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 434:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.875957 16.197667 51.171640
31 2025-08-31 33.517464 15.290608 52.047958
32 2025-09-30 33.170535 15.415210 51.313387
33 2025-10-31 32.812042 14.570689 51.524134
34 2025-11-30 32.465113 14.146049 50.266816
Forecast for South America and Product 435:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.370814 29.352111 69.036453
31 2025-08-31 48.614590 29.096067 68.238850
32 2025-09-30 48.850502 29.068031 65.922314
33 2025-10-31 49.094277 29.942526 69.983641
34 2025-11-30 49.330189 30.113646 68.737871
14:17:58 - cmdstanpy - INFO - Chain [1] start processing 14:17:58 - cmdstanpy - INFO - Chain [1] done processing 14:17:58 - cmdstanpy - INFO - Chain [1] start processing 14:17:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 436:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.308901 27.254306 71.470659
31 2025-08-31 50.791718 30.534915 71.541881
32 2025-09-30 51.258961 29.894470 72.836019
33 2025-10-31 51.741777 31.744182 71.616004
34 2025-11-30 52.209020 29.500735 72.931663
Forecast for South America and Product 437:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.459759 25.511071 64.362982
31 2025-08-31 44.395722 27.081552 62.067095
32 2025-09-30 44.333750 24.389179 63.372518
33 2025-10-31 44.269713 26.019244 63.322756
34 2025-11-30 44.207741 26.554392 63.265560
14:17:58 - cmdstanpy - INFO - Chain [1] start processing 14:17:58 - cmdstanpy - INFO - Chain [1] done processing 14:17:58 - cmdstanpy - INFO - Chain [1] start processing 14:17:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 438:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.585723 12.174535 57.988809
31 2025-08-31 34.221654 11.537162 58.934919
32 2025-09-30 33.869328 11.342831 57.217209
33 2025-10-31 33.505259 9.753891 56.482597
34 2025-11-30 33.152933 10.421953 55.857664
Forecast for South America and Product 439:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.678115 25.379024 51.017627
31 2025-08-31 38.783754 25.614261 51.359069
32 2025-09-30 38.885986 27.086324 51.656923
33 2025-10-31 38.991625 25.927158 51.056541
34 2025-11-30 39.093856 25.839539 51.620853
14:17:58 - cmdstanpy - INFO - Chain [1] start processing 14:17:58 - cmdstanpy - INFO - Chain [1] done processing 14:17:58 - cmdstanpy - INFO - Chain [1] start processing 14:17:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 440:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.007027 6.153032 55.402335
31 2025-08-31 31.600208 6.287889 55.020980
32 2025-09-30 31.206512 5.988799 57.159605
33 2025-10-31 30.799692 6.257549 54.836734
34 2025-11-30 30.405996 7.039149 53.841024
Forecast for South America and Product 441:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.169764 31.140795 69.793535
31 2025-08-31 50.384154 30.972475 70.322994
32 2025-09-30 50.591629 31.814869 68.232776
33 2025-10-31 50.806020 31.581243 70.963042
34 2025-11-30 51.013494 30.840958 70.348370
14:17:59 - cmdstanpy - INFO - Chain [1] start processing 14:17:59 - cmdstanpy - INFO - Chain [1] done processing 14:17:59 - cmdstanpy - INFO - Chain [1] start processing 14:17:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 442:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.024170 18.174705 58.311013
31 2025-08-31 39.021689 17.476478 58.819935
32 2025-09-30 39.019289 19.217707 58.446568
33 2025-10-31 39.016808 18.894248 59.170449
34 2025-11-30 39.014407 20.276793 59.234229
Forecast for South America and Product 443:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.364997 10.228074 53.636549
31 2025-08-31 31.142163 10.964525 50.930641
32 2025-09-30 30.926517 9.828964 52.183103
33 2025-10-31 30.703683 9.616259 51.179754
34 2025-11-30 30.488037 8.173031 51.813682
14:17:59 - cmdstanpy - INFO - Chain [1] start processing 14:17:59 - cmdstanpy - INFO - Chain [1] done processing 14:17:59 - cmdstanpy - INFO - Chain [1] start processing 14:17:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 444:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.837127 8.679017 41.700818
31 2025-08-31 22.789215 6.732519 41.080545
32 2025-09-30 21.775107 5.434644 38.051347
33 2025-10-31 20.727195 4.012195 37.215670
34 2025-11-30 19.713086 2.475586 35.092114
Forecast for South America and Product 445:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.779206 17.755890 62.376690
31 2025-08-31 39.513688 16.490682 60.209447
32 2025-09-30 39.256735 18.039628 60.704934
33 2025-10-31 38.991216 18.038849 59.058049
34 2025-11-30 38.734263 16.744374 59.239061
14:17:59 - cmdstanpy - INFO - Chain [1] start processing 14:17:59 - cmdstanpy - INFO - Chain [1] done processing 14:18:00 - cmdstanpy - INFO - Chain [1] start processing 14:18:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 446:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.672681 15.323366 64.413641
31 2025-08-31 39.488310 15.479319 64.665673
32 2025-09-30 39.309887 16.523911 64.662557
33 2025-10-31 39.125516 15.149662 63.217446
34 2025-11-30 38.947093 14.477974 65.177010
Forecast for South America and Product 447:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.414266 23.269961 60.957622
31 2025-08-31 42.566362 24.240261 59.443575
32 2025-09-30 42.713552 23.628789 60.731252
33 2025-10-31 42.865649 24.991935 61.646191
34 2025-11-30 43.012839 25.921599 60.022642
14:18:00 - cmdstanpy - INFO - Chain [1] start processing 14:18:00 - cmdstanpy - INFO - Chain [1] done processing 14:18:00 - cmdstanpy - INFO - Chain [1] start processing 14:18:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 448:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.545494 2.474440 48.882472
31 2025-08-31 24.934244 1.551772 47.907615
32 2025-09-30 24.342713 1.248378 45.657476
33 2025-10-31 23.731463 2.898081 46.810429
34 2025-11-30 23.139931 0.876667 44.406328
Forecast for South America and Product 449:
ds yhat yhat_lower yhat_upper
29 2025-07-31 32.335125 13.258630 51.724329
30 2025-08-31 31.608829 13.038613 49.722050
31 2025-09-30 30.905962 13.066163 49.616226
32 2025-10-31 30.179666 11.160176 49.827209
33 2025-11-30 29.476799 9.960139 48.167498
14:18:00 - cmdstanpy - INFO - Chain [1] start processing 14:18:00 - cmdstanpy - INFO - Chain [1] done processing 14:18:00 - cmdstanpy - INFO - Chain [1] start processing 14:18:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 450:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.125734 9.002089 57.845764
31 2025-08-31 33.997963 9.547023 57.688353
32 2025-09-30 33.874314 7.867842 56.209945
33 2025-10-31 33.746543 9.957117 57.141044
34 2025-11-30 33.622894 11.354488 57.275514
Forecast for South America and Product 451:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.249791 7.401988 45.297014
31 2025-08-31 25.616568 5.856239 45.514351
32 2025-09-30 25.003771 5.216251 44.622333
33 2025-10-31 24.370548 5.460355 43.874156
34 2025-11-30 23.757751 4.695930 44.145520
14:18:00 - cmdstanpy - INFO - Chain [1] start processing 14:18:01 - cmdstanpy - INFO - Chain [1] done processing 14:18:01 - cmdstanpy - INFO - Chain [1] start processing 14:18:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 452:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.587637 16.832198 58.808651
31 2025-08-31 36.676973 14.402560 57.321549
32 2025-09-30 36.763426 15.841553 57.914769
33 2025-10-31 36.852762 16.369531 58.581253
34 2025-11-30 36.939215 15.309598 57.039625
Forecast for South America and Product 453:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.059537 9.966066 49.231194
31 2025-08-31 29.706544 7.815624 48.207217
32 2025-09-30 29.364939 9.026940 48.703263
33 2025-10-31 29.011946 8.957759 49.549011
34 2025-11-30 28.670340 9.396181 49.912499
14:18:01 - cmdstanpy - INFO - Chain [1] start processing 14:18:01 - cmdstanpy - INFO - Chain [1] done processing 14:18:01 - cmdstanpy - INFO - Chain [1] start processing 14:18:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 454:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.080750 18.081491 48.253708
31 2025-08-31 32.979879 17.776558 48.692810
32 2025-09-30 32.882263 18.136368 47.211765
33 2025-10-31 32.781393 16.079188 47.148029
34 2025-11-30 32.683777 18.858708 47.173252
Forecast for South America and Product 455:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.256712 8.181201 45.168120
31 2025-08-31 25.734539 7.170276 44.052259
32 2025-09-30 25.229211 5.777946 43.939111
33 2025-10-31 24.707038 7.351973 43.573036
34 2025-11-30 24.201709 6.078157 42.061397
14:18:01 - cmdstanpy - INFO - Chain [1] start processing 14:18:01 - cmdstanpy - INFO - Chain [1] done processing 14:18:01 - cmdstanpy - INFO - Chain [1] start processing 14:18:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 456:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.237474 14.847366 58.894461
31 2025-08-31 36.974071 16.852754 57.394934
32 2025-09-30 36.719165 15.992763 58.153829
33 2025-10-31 36.455762 15.278305 56.766713
34 2025-11-30 36.200856 14.554134 57.284470
14:18:02 - cmdstanpy - INFO - Chain [1] start processing 14:18:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 457:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.928840 7.396094 65.515257
31 2025-08-31 35.619197 6.310300 64.167864
32 2025-09-30 35.319544 6.484661 64.553004
33 2025-10-31 35.009901 4.790920 62.382613
34 2025-11-30 34.710247 4.731745 63.180384
Forecast for South America and Product 458:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.178463 25.683954 61.087572
31 2025-08-31 43.444575 25.683077 61.053330
32 2025-09-30 43.702104 25.132170 61.392559
33 2025-10-31 43.968217 26.388647 61.356906
34 2025-11-30 44.225745 26.309334 61.770469
14:18:02 - cmdstanpy - INFO - Chain [1] start processing 14:18:02 - cmdstanpy - INFO - Chain [1] done processing 14:18:02 - cmdstanpy - INFO - Chain [1] start processing 14:18:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 459:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.509236 -1.987135 44.276740
31 2025-08-31 20.651167 -0.338801 42.259232
32 2025-09-30 19.820778 -1.626362 42.240150
33 2025-10-31 18.962709 -3.320482 40.072788
34 2025-11-30 18.132319 -3.643835 39.956960
14:18:02 - cmdstanpy - INFO - Chain [1] start processing 14:18:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 460:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.534607 15.698357 50.329409
31 2025-08-31 33.547121 15.625232 52.037920
32 2025-09-30 33.559231 14.891307 51.332372
33 2025-10-31 33.571745 14.464018 53.228201
34 2025-11-30 33.583855 14.165533 51.629655
14:18:02 - cmdstanpy - INFO - Chain [1] start processing 14:18:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 461:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.781323 11.701029 56.331937
31 2025-08-31 33.320145 11.875762 55.620037
32 2025-09-30 32.873843 10.698874 54.689552
33 2025-10-31 32.412665 11.707295 54.933030
34 2025-11-30 31.966363 10.997055 53.451612
Forecast for South America and Product 462:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.944108 18.563310 57.577110
31 2025-08-31 38.733609 19.934569 59.638507
32 2025-09-30 38.529901 20.362288 58.689748
33 2025-10-31 38.319402 17.412688 57.558666
34 2025-11-30 38.115693 18.386491 56.661628
14:18:03 - cmdstanpy - INFO - Chain [1] start processing 14:18:03 - cmdstanpy - INFO - Chain [1] done processing 14:18:03 - cmdstanpy - INFO - Chain [1] start processing 14:18:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 463:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.369866 23.350397 61.059243
31 2025-08-31 42.463101 23.433832 61.521665
32 2025-09-30 42.553329 21.952521 63.196449
33 2025-10-31 42.646564 21.531322 60.871448
34 2025-11-30 42.736791 22.217725 62.380700
Forecast for South America and Product 464:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.032215 13.725269 60.894946
31 2025-08-31 36.967526 13.494535 58.409467
32 2025-09-30 36.904923 14.535408 60.641799
33 2025-10-31 36.840234 13.325785 59.314573
34 2025-11-30 36.777631 14.116794 59.848903
14:18:03 - cmdstanpy - INFO - Chain [1] start processing 14:18:03 - cmdstanpy - INFO - Chain [1] done processing 14:18:03 - cmdstanpy - INFO - Chain [1] start processing 14:18:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 465:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.016619 11.451402 46.965642
31 2025-08-31 28.558579 10.642768 46.440656
32 2025-09-30 28.115316 9.480892 46.272404
33 2025-10-31 27.657276 9.873940 44.680759
34 2025-11-30 27.214012 10.562131 43.906147
Forecast for South America and Product 466:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.615764 18.702000 52.341312
31 2025-08-31 36.690922 19.338873 53.054971
32 2025-09-30 36.763655 19.441458 54.370058
33 2025-10-31 36.838813 20.207791 53.737389
34 2025-11-30 36.911547 19.579391 52.940283
14:18:03 - cmdstanpy - INFO - Chain [1] start processing 14:18:03 - cmdstanpy - INFO - Chain [1] done processing 14:18:03 - cmdstanpy - INFO - Chain [1] start processing 14:18:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 467:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.613975 23.125459 63.713690
31 2025-08-31 42.681704 22.646135 65.081956
32 2025-09-30 42.747248 22.154369 63.560595
33 2025-10-31 42.814976 20.853529 62.465525
34 2025-11-30 42.880520 21.310222 65.129574
Forecast for South America and Product 468:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.871531 22.136876 53.711967
31 2025-08-31 39.035837 23.053454 56.009118
32 2025-09-30 39.194843 21.997083 55.342234
33 2025-10-31 39.359148 23.199752 55.099938
34 2025-11-30 39.518154 22.900670 56.759011
14:18:04 - cmdstanpy - INFO - Chain [1] start processing 14:18:04 - cmdstanpy - INFO - Chain [1] done processing 14:18:04 - cmdstanpy - INFO - Chain [1] start processing 14:18:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 469:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.270894 15.050998 60.024174
31 2025-08-31 35.954749 15.498771 57.287496
32 2025-09-30 35.648802 14.414431 57.023661
33 2025-10-31 35.332658 13.107195 57.776422
34 2025-11-30 35.026711 12.563746 58.090057
Forecast for South America and Product 470:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.929567 44.686214 76.845005
31 2025-08-31 60.977836 45.480607 78.727952
32 2025-09-30 61.992290 45.512921 78.675076
33 2025-10-31 63.040559 45.430405 78.340421
34 2025-11-30 64.055014 47.082326 80.840789
14:18:04 - cmdstanpy - INFO - Chain [1] start processing 14:18:04 - cmdstanpy - INFO - Chain [1] done processing 14:18:04 - cmdstanpy - INFO - Chain [1] start processing 14:18:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 471:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.206539 21.124254 58.513435
31 2025-08-31 39.308016 19.552180 56.050781
32 2025-09-30 39.406220 21.349138 57.324545
33 2025-10-31 39.507698 21.985025 59.195830
34 2025-11-30 39.605902 19.967685 57.946374
Forecast for South America and Product 472:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.352925 14.256280 63.020863
31 2025-08-31 37.015586 11.859709 62.584850
32 2025-09-30 36.689128 11.859432 62.473876
33 2025-10-31 36.351789 10.750294 61.881574
34 2025-11-30 36.025332 11.100530 59.685409
14:18:04 - cmdstanpy - INFO - Chain [1] start processing 14:18:04 - cmdstanpy - INFO - Chain [1] done processing 14:18:05 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 473:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.459113 23.429385 55.089277
31 2025-08-31 39.288973 23.166181 56.445849
32 2025-09-30 39.124322 22.964873 55.989349
33 2025-10-31 38.954183 22.894113 56.222249
34 2025-11-30 38.789532 21.391837 55.593192
14:18:05 - cmdstanpy - INFO - Chain [1] done processing 14:18:05 - cmdstanpy - INFO - Chain [1] start processing 14:18:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 474:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.335569 15.454677 50.788368
31 2025-08-31 33.128546 16.156859 50.503563
32 2025-09-30 32.928201 15.674370 49.548887
33 2025-10-31 32.721178 16.244238 50.047131
34 2025-11-30 32.520832 14.355649 49.779210
Forecast for South America and Product 475:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.958840 31.021397 73.890697
31 2025-08-31 53.608812 33.046441 73.358972
32 2025-09-30 54.237817 33.225312 73.902700
33 2025-10-31 54.887788 33.677943 77.212744
34 2025-11-30 55.516793 33.737639 75.131943
14:18:05 - cmdstanpy - INFO - Chain [1] start processing 14:18:05 - cmdstanpy - INFO - Chain [1] done processing 14:18:05 - cmdstanpy - INFO - Chain [1] start processing 14:18:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 476:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.296431 29.402716 73.783115
31 2025-08-31 51.797363 29.160807 75.456054
32 2025-09-30 52.282135 28.662015 76.018007
33 2025-10-31 52.783066 29.452949 75.267066
34 2025-11-30 53.267839 29.725814 76.474329
Forecast for South America and Product 477:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.903761 4.265937 40.664952
31 2025-08-31 20.878078 4.216088 38.142762
32 2025-09-30 19.885481 2.651803 36.532555
33 2025-10-31 18.859797 1.945015 36.873199
34 2025-11-30 17.867200 0.532057 34.484130
14:18:05 - cmdstanpy - INFO - Chain [1] start processing 14:18:05 - cmdstanpy - INFO - Chain [1] done processing 14:18:05 - cmdstanpy - INFO - Chain [1] start processing 14:18:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 478:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.352521 5.792193 51.717051
31 2025-08-31 27.628565 5.548359 50.657939
32 2025-09-30 26.927962 5.042174 50.455181
33 2025-10-31 26.204006 3.500143 48.114455
34 2025-11-30 25.503403 3.763679 49.657795
Forecast for South America and Product 479:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.338522 32.169745 72.750250
31 2025-08-31 53.797450 34.277603 73.713742
32 2025-09-30 54.241574 34.443425 72.220778
33 2025-10-31 54.700502 36.968703 73.751870
34 2025-11-30 55.144626 34.407681 75.914392
14:18:06 - cmdstanpy - INFO - Chain [1] start processing 14:18:06 - cmdstanpy - INFO - Chain [1] done processing 14:18:06 - cmdstanpy - INFO - Chain [1] start processing 14:18:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 480:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.011764 32.132981 85.946657
31 2025-08-31 59.747442 31.709884 87.032024
32 2025-09-30 60.459388 31.938168 89.697458
33 2025-10-31 61.195066 33.219100 88.229795
34 2025-11-30 61.907012 33.366628 90.084640
Forecast for South America and Product 481:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.904940 18.515797 58.134173
31 2025-08-31 38.933993 20.716298 57.820722
32 2025-09-30 38.962109 20.210513 58.225314
33 2025-10-31 38.991162 20.685261 59.956620
34 2025-11-30 39.019278 18.524369 56.964134
14:18:06 - cmdstanpy - INFO - Chain [1] start processing 14:18:06 - cmdstanpy - INFO - Chain [1] done processing 14:18:06 - cmdstanpy - INFO - Chain [1] start processing 14:18:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 482:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.915785 20.771661 65.742544
31 2025-08-31 44.260257 21.936563 66.085597
32 2025-09-30 44.593618 24.332902 67.172445
33 2025-10-31 44.938091 22.771218 65.521941
34 2025-11-30 45.271452 24.798207 67.689934
Forecast for South America and Product 483:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.256280 21.838474 54.296253
31 2025-08-31 37.859092 20.942925 54.137761
32 2025-09-30 37.474716 20.602116 53.488900
33 2025-10-31 37.077529 19.395865 52.979772
34 2025-11-30 36.693153 20.294658 53.863324
14:18:06 - cmdstanpy - INFO - Chain [1] start processing 14:18:06 - cmdstanpy - INFO - Chain [1] done processing 14:18:07 - cmdstanpy - INFO - Chain [1] start processing 14:18:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 484:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.762552 8.675028 44.308927
31 2025-08-31 24.885317 5.298971 43.907390
32 2025-09-30 24.036379 4.590773 42.438994
33 2025-10-31 23.159144 5.208704 42.300600
34 2025-11-30 22.310207 3.422800 40.035326
Forecast for South America and Product 485:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.655390 36.948198 72.516309
31 2025-08-31 54.062145 36.932098 72.098633
32 2025-09-30 54.455778 37.454972 71.427220
33 2025-10-31 54.862533 35.841386 71.627884
34 2025-11-30 55.256166 37.306079 72.289695
14:18:07 - cmdstanpy - INFO - Chain [1] start processing 14:18:07 - cmdstanpy - INFO - Chain [1] done processing 14:18:07 - cmdstanpy - INFO - Chain [1] start processing 14:18:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 486:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.821406 12.752707 50.513679
31 2025-08-31 30.270042 10.709258 48.510056
32 2025-09-30 29.736465 12.534783 49.512092
33 2025-10-31 29.185101 10.480706 47.473873
34 2025-11-30 28.651523 8.857705 48.004025
Forecast for South America and Product 487:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.601120 11.377326 48.832313
31 2025-08-31 29.190714 11.815136 48.056538
32 2025-09-30 28.793547 11.279239 47.813614
33 2025-10-31 28.383141 9.309326 47.820420
34 2025-11-30 27.985973 10.870133 46.684304
14:18:07 - cmdstanpy - INFO - Chain [1] start processing 14:18:07 - cmdstanpy - INFO - Chain [1] done processing 14:18:07 - cmdstanpy - INFO - Chain [1] start processing 14:18:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 488:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.075714 2.417540 43.662202
31 2025-08-31 22.216240 1.512382 43.150786
32 2025-09-30 21.384491 1.826139 41.719337
33 2025-10-31 20.525018 -1.055270 42.423322
34 2025-11-30 19.693269 -1.058025 39.598789
Forecast for South America and Product 489:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.833198 19.060917 54.515189
31 2025-08-31 36.584993 19.358252 53.967616
32 2025-09-30 36.344794 18.785907 55.156867
33 2025-10-31 36.096588 18.124088 54.086200
34 2025-11-30 35.856389 18.167161 53.969476
14:18:07 - cmdstanpy - INFO - Chain [1] start processing 14:18:07 - cmdstanpy - INFO - Chain [1] done processing 14:18:08 - cmdstanpy - INFO - Chain [1] start processing 14:18:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 490:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.020036 21.937150 64.981188
31 2025-08-31 44.010669 23.285774 66.659451
32 2025-09-30 44.001605 22.181298 65.441888
33 2025-10-31 43.992238 24.115486 64.889940
34 2025-11-30 43.983174 21.281907 65.006900
Forecast for South America and Product 491:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.572284 29.109237 66.109605
31 2025-08-31 47.733802 29.512215 65.897591
32 2025-09-30 47.890109 31.625392 66.476898
33 2025-10-31 48.051627 29.988227 66.235356
34 2025-11-30 48.207934 31.307397 66.313583
14:18:08 - cmdstanpy - INFO - Chain [1] start processing 14:18:08 - cmdstanpy - INFO - Chain [1] done processing 14:18:08 - cmdstanpy - INFO - Chain [1] start processing 14:18:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 492:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.661933 27.544068 58.612063
31 2025-08-31 43.634598 28.016133 60.592466
32 2025-09-30 43.608144 28.024712 60.991647
33 2025-10-31 43.580809 26.102565 59.321177
34 2025-11-30 43.554356 27.952852 60.531438
Forecast for South America and Product 493:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.372889 21.365541 59.269044
31 2025-08-31 40.564773 20.626971 61.528727
32 2025-09-30 40.750467 21.723706 60.822118
33 2025-10-31 40.942351 20.700185 60.738454
34 2025-11-30 41.128045 21.337307 60.458766
14:18:08 - cmdstanpy - INFO - Chain [1] start processing 14:18:08 - cmdstanpy - INFO - Chain [1] done processing 14:18:08 - cmdstanpy - INFO - Chain [1] start processing 14:18:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 494:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.003770 24.828053 73.173393
31 2025-08-31 50.654563 28.320476 74.448984
32 2025-09-30 51.284363 26.913787 74.682301
33 2025-10-31 51.935157 29.039846 75.319585
34 2025-11-30 52.564957 28.355041 77.418757
Forecast for South America and Product 495:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.356967 14.020302 44.858876
31 2025-08-31 28.849395 12.727730 44.483746
32 2025-09-30 28.358196 12.083245 44.674044
33 2025-10-31 27.850623 12.120728 43.671219
34 2025-11-30 27.359424 11.037107 42.164323
14:18:08 - cmdstanpy - INFO - Chain [1] start processing 14:18:09 - cmdstanpy - INFO - Chain [1] done processing 14:18:09 - cmdstanpy - INFO - Chain [1] start processing 14:18:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 496:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.522452 16.859125 55.258597
31 2025-08-31 35.231375 15.743018 53.892777
32 2025-09-30 34.949688 14.378768 53.592404
33 2025-10-31 34.658611 16.508947 53.499394
34 2025-11-30 34.376924 15.099497 54.492635
Forecast for South America and Product 497:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.476686 4.894094 34.177851
31 2025-08-31 18.544197 3.887267 32.434546
32 2025-09-30 17.641789 3.544810 31.507806
33 2025-10-31 16.709299 2.150018 30.340626
34 2025-11-30 15.806891 2.221611 31.379964
14:18:09 - cmdstanpy - INFO - Chain [1] start processing 14:18:09 - cmdstanpy - INFO - Chain [1] done processing 14:18:09 - cmdstanpy - INFO - Chain [1] start processing 14:18:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 498:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.577318 5.860687 48.571067
31 2025-08-31 25.551543 5.359318 46.031700
32 2025-09-30 24.558857 3.054027 45.636151
33 2025-10-31 23.533081 2.377599 43.211484
34 2025-11-30 22.540395 -0.584411 44.646116
Forecast for South America and Product 499:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.661997 11.661350 51.519019
31 2025-08-31 31.306408 8.999320 52.222482
32 2025-09-30 30.962290 11.728584 52.276656
33 2025-10-31 30.606701 9.288320 52.636051
34 2025-11-30 30.262583 9.822720 51.384514
14:18:09 - cmdstanpy - INFO - Chain [1] start processing 14:18:09 - cmdstanpy - INFO - Chain [1] done processing 14:18:09 - cmdstanpy - INFO - Chain [1] start processing 14:18:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 500:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.161366 11.673113 55.930537
31 2025-08-31 34.867334 13.234647 56.075985
32 2025-09-30 34.582787 14.105311 56.641527
33 2025-10-31 34.288754 12.254531 54.805588
34 2025-11-30 34.004207 13.211227 54.872398
Forecast for South America and Product 501:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.346970 15.759809 62.716738
31 2025-08-31 40.451954 16.863869 64.544222
32 2025-09-30 40.553551 16.386615 62.032324
33 2025-10-31 40.658535 18.272003 64.040704
34 2025-11-30 40.760133 18.382571 63.433889
14:18:10 - cmdstanpy - INFO - Chain [1] start processing 14:18:10 - cmdstanpy - INFO - Chain [1] done processing 14:18:10 - cmdstanpy - INFO - Chain [1] start processing 14:18:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 502:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.787916 14.313204 52.022192
31 2025-08-31 33.524716 13.745151 52.829779
32 2025-09-30 33.270006 13.003376 51.943845
33 2025-10-31 33.006806 11.141900 53.330260
34 2025-11-30 32.752097 13.584906 51.952842
Forecast for South America and Product 503:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.707046 22.944891 59.158126
31 2025-08-31 41.979608 23.596208 60.209604
32 2025-09-30 42.243378 23.832469 59.658577
33 2025-10-31 42.515940 24.810519 60.384898
34 2025-11-30 42.779710 24.693585 61.636294
14:18:10 - cmdstanpy - INFO - Chain [1] start processing 14:18:10 - cmdstanpy - INFO - Chain [1] done processing 14:18:10 - cmdstanpy - INFO - Chain [1] start processing 14:18:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 504:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.098469 36.622748 65.267698
31 2025-08-31 51.800945 37.758783 65.745563
32 2025-09-30 52.480760 38.800965 66.078808
33 2025-10-31 53.183236 40.742170 67.647498
34 2025-11-30 53.863051 39.719247 67.477244
Forecast for South America and Product 505:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.412746 22.810688 52.942872
31 2025-08-31 38.380711 23.322388 53.634412
32 2025-09-30 38.349709 23.160336 52.192359
33 2025-10-31 38.317674 24.547124 52.623602
34 2025-11-30 38.286672 23.692034 52.691607
14:18:10 - cmdstanpy - INFO - Chain [1] start processing 14:18:10 - cmdstanpy - INFO - Chain [1] done processing 14:18:10 - cmdstanpy - INFO - Chain [1] start processing 14:18:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 506:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.769139 11.574778 43.946590
31 2025-08-31 27.304752 10.719255 43.179238
32 2025-09-30 26.855346 9.684641 43.328584
33 2025-10-31 26.390959 10.258002 41.556817
34 2025-11-30 25.941552 10.033255 40.951897
Forecast for South America and Product 507:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.088458 7.937001 46.806634
31 2025-08-31 26.694025 6.895356 46.939457
32 2025-09-30 26.312316 6.201785 45.252264
33 2025-10-31 25.917883 7.297535 45.671921
34 2025-11-30 25.536174 5.538348 43.585021
14:18:11 - cmdstanpy - INFO - Chain [1] start processing 14:18:11 - cmdstanpy - INFO - Chain [1] done processing 14:18:11 - cmdstanpy - INFO - Chain [1] start processing 14:18:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 508:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.338925 2.287737 45.615966
31 2025-08-31 23.420936 3.208316 42.970623
32 2025-09-30 22.532559 1.412172 42.333039
33 2025-10-31 21.614570 1.247938 41.539263
34 2025-11-30 20.726193 0.022665 41.268565
Forecast for South America and Product 509:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.777148 21.122496 59.197774
31 2025-08-31 40.614709 22.114148 61.791386
32 2025-09-30 40.457510 21.364745 59.890198
33 2025-10-31 40.295070 20.001464 59.277788
34 2025-11-30 40.137871 21.175686 59.010438
14:18:11 - cmdstanpy - INFO - Chain [1] start processing 14:18:11 - cmdstanpy - INFO - Chain [1] done processing 14:18:11 - cmdstanpy - INFO - Chain [1] start processing 14:18:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 510:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.228758 19.730186 58.188121
31 2025-08-31 39.264169 19.074524 58.366648
32 2025-09-30 39.298438 19.995412 58.261827
33 2025-10-31 39.333849 20.106594 59.267620
34 2025-11-30 39.368118 20.568952 60.089577
Forecast for South America and Product 511:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.845326 30.962397 66.144284
31 2025-08-31 49.269855 31.550826 67.624995
32 2025-09-30 49.680689 31.464345 68.304082
33 2025-10-31 50.105217 31.319621 67.515033
34 2025-11-30 50.516051 33.690474 68.506997
14:18:11 - cmdstanpy - INFO - Chain [1] start processing 14:18:11 - cmdstanpy - INFO - Chain [1] done processing 14:18:12 - cmdstanpy - INFO - Chain [1] start processing 14:18:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 512:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.808424 22.193000 56.251267
31 2025-08-31 38.713701 21.762407 55.606820
32 2025-09-30 38.622033 24.010262 54.784171
33 2025-10-31 38.527310 21.235200 54.603683
34 2025-11-30 38.435642 22.442778 55.697023
Forecast for South America and Product 513:
ds yhat yhat_lower yhat_upper
30 2025-07-31 10.819319 -10.065223 33.377329
31 2025-08-31 9.537277 -12.730010 29.580838
32 2025-09-30 8.296591 -12.287845 30.974729
33 2025-10-31 7.014548 -13.788577 29.062071
34 2025-11-30 5.773862 -14.925134 25.763712
14:18:12 - cmdstanpy - INFO - Chain [1] start processing 14:18:12 - cmdstanpy - INFO - Chain [1] done processing 14:18:12 - cmdstanpy - INFO - Chain [1] start processing 14:18:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 514:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.941291 24.032181 51.547992
31 2025-08-31 38.051420 23.783089 51.801479
32 2025-09-30 38.157997 24.631732 51.740169
33 2025-10-31 38.268126 24.289345 53.738205
34 2025-11-30 38.374703 24.494040 51.703236
Forecast for South America and Product 515:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.075838 18.589622 61.133324
31 2025-08-31 41.261928 19.509409 61.662920
32 2025-09-30 41.442015 21.712487 61.540111
33 2025-10-31 41.628105 21.134560 62.724068
34 2025-11-30 41.808192 20.393585 62.537315
14:18:12 - cmdstanpy - INFO - Chain [1] start processing 14:18:12 - cmdstanpy - INFO - Chain [1] done processing 14:18:12 - cmdstanpy - INFO - Chain [1] start processing 14:18:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 516:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.834710 35.691091 78.064884
31 2025-08-31 58.516894 34.841943 79.602674
32 2025-09-30 59.177071 38.052722 80.869512
33 2025-10-31 59.859255 38.192316 79.746938
34 2025-11-30 60.519433 39.101300 82.681506
Forecast for South America and Product 517:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.435999 8.863234 50.383094
31 2025-08-31 28.832695 7.321248 50.420574
32 2025-09-30 28.248853 6.337037 47.471036
33 2025-10-31 27.645549 7.397299 49.180212
34 2025-11-30 27.061707 6.036980 47.189748
14:18:12 - cmdstanpy - INFO - Chain [1] start processing 14:18:13 - cmdstanpy - INFO - Chain [1] done processing 14:18:13 - cmdstanpy - INFO - Chain [1] start processing 14:18:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 518:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.469030 17.378637 56.061993
31 2025-08-31 37.196201 17.120605 56.148613
32 2025-09-30 36.932174 17.827963 56.194189
33 2025-10-31 36.659345 17.146797 56.291441
34 2025-11-30 36.395318 16.575913 57.163320
Forecast for South America and Product 519:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.794343 27.288192 67.162339
31 2025-08-31 46.990933 25.289317 66.344013
32 2025-09-30 47.181181 26.742324 67.208306
33 2025-10-31 47.377771 28.765468 68.808307
34 2025-11-30 47.568019 27.338426 68.894930
14:18:13 - cmdstanpy - INFO - Chain [1] start processing 14:18:13 - cmdstanpy - INFO - Chain [1] done processing 14:18:13 - cmdstanpy - INFO - Chain [1] start processing 14:18:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 520:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.976813 22.161289 60.840047
31 2025-08-31 41.142696 20.464102 60.782485
32 2025-09-30 41.303228 21.242409 59.545350
33 2025-10-31 41.469112 22.904903 61.998369
34 2025-11-30 41.629644 21.558176 60.104278
Forecast for South America and Product 521:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.549610 14.895413 60.526306
31 2025-08-31 36.317633 12.932295 58.082494
32 2025-09-30 36.093139 15.720396 59.517654
33 2025-10-31 35.861161 13.114393 57.917548
34 2025-11-30 35.636667 12.189101 58.477953
14:18:13 - cmdstanpy - INFO - Chain [1] start processing 14:18:13 - cmdstanpy - INFO - Chain [1] done processing 14:18:13 - cmdstanpy - INFO - Chain [1] start processing 14:18:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 522:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.053565 28.301570 57.581918
31 2025-08-31 44.332214 30.159082 57.341609
32 2025-09-30 44.601874 31.453648 58.757012
33 2025-10-31 44.880524 31.227619 59.689627
34 2025-11-30 45.150184 30.472020 58.927789
Forecast for South America and Product 523:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.514334 16.412333 54.135834
31 2025-08-31 34.083059 14.370373 52.274771
32 2025-09-30 33.665695 14.002394 52.610823
33 2025-10-31 33.234420 14.305972 52.558582
34 2025-11-30 32.817057 13.181347 51.477178
14:18:14 - cmdstanpy - INFO - Chain [1] start processing 14:18:14 - cmdstanpy - INFO - Chain [1] done processing 14:18:14 - cmdstanpy - INFO - Chain [1] start processing 14:18:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 524:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.050870 11.109510 51.557847
31 2025-08-31 30.687697 12.210508 50.204469
32 2025-09-30 30.336240 12.564439 50.531138
33 2025-10-31 29.973067 11.223026 49.966589
34 2025-11-30 29.621610 9.703326 49.283996
Forecast for South America and Product 525:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.189867 17.927357 46.735992
31 2025-08-31 31.768495 18.060090 45.589036
32 2025-09-30 31.360716 17.593612 45.116677
33 2025-10-31 30.939344 16.399477 44.136407
34 2025-11-30 30.531564 16.133983 44.477559
14:18:14 - cmdstanpy - INFO - Chain [1] start processing 14:18:14 - cmdstanpy - INFO - Chain [1] done processing 14:18:14 - cmdstanpy - INFO - Chain [1] start processing 14:18:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 526:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.812250 -2.145306 48.869434
31 2025-08-31 23.902186 -0.537167 49.464946
32 2025-09-30 23.021479 -2.460599 47.647975
33 2025-10-31 22.111415 -1.964319 46.414211
34 2025-11-30 21.230709 -1.809645 46.342263
Forecast for South America and Product 527:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.923797 36.150814 66.945996
31 2025-08-31 51.461795 35.882381 66.910660
32 2025-09-30 51.982439 36.507013 67.715611
33 2025-10-31 52.520437 35.746450 66.911083
34 2025-11-30 53.041081 37.530288 68.582402
14:18:14 - cmdstanpy - INFO - Chain [1] start processing 14:18:14 - cmdstanpy - INFO - Chain [1] done processing 14:18:14 - cmdstanpy - INFO - Chain [1] start processing 14:18:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 528:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.395200 24.110865 64.520089
31 2025-08-31 43.204423 23.053079 62.105636
32 2025-09-30 43.019799 22.550422 62.845495
33 2025-10-31 42.829022 22.297410 62.946705
34 2025-11-30 42.644399 22.998462 61.927648
Forecast for South America and Product 529:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.218908 19.030643 74.633493
31 2025-08-31 46.293891 18.681464 73.026868
32 2025-09-30 46.366456 20.437590 74.967439
33 2025-10-31 46.441439 19.036429 72.278213
34 2025-11-30 46.514004 19.693805 73.853709
14:18:15 - cmdstanpy - INFO - Chain [1] start processing 14:18:15 - cmdstanpy - INFO - Chain [1] done processing 14:18:15 - cmdstanpy - INFO - Chain [1] start processing 14:18:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 530:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.729662 26.055304 66.091743
31 2025-08-31 46.001908 26.526697 64.835440
32 2025-09-30 46.265371 28.514508 65.819668
33 2025-10-31 46.537616 28.818224 66.785730
34 2025-11-30 46.801079 27.413684 66.015085
Forecast for South America and Product 531:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.606804 27.712089 65.779118
31 2025-08-31 47.953725 28.944137 65.362875
32 2025-09-30 48.289455 30.121736 64.998414
33 2025-10-31 48.636376 29.751821 67.110567
34 2025-11-30 48.972105 29.407785 67.073658
14:18:15 - cmdstanpy - INFO - Chain [1] start processing 14:18:15 - cmdstanpy - INFO - Chain [1] done processing 14:18:15 - cmdstanpy - INFO - Chain [1] start processing 14:18:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 532:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.747992 20.131890 66.166086
31 2025-08-31 43.086014 20.008317 66.076226
32 2025-09-30 43.413131 22.213184 66.583603
33 2025-10-31 43.751153 22.986390 68.365706
34 2025-11-30 44.078271 21.470087 68.026533
Forecast for South America and Product 533:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.957464 9.509193 45.366711
31 2025-08-31 27.370432 10.285895 45.690471
32 2025-09-30 26.802337 10.175013 44.393525
33 2025-10-31 26.215306 7.671323 45.014048
34 2025-11-30 25.647211 7.667160 44.301546
14:18:15 - cmdstanpy - INFO - Chain [1] start processing 14:18:15 - cmdstanpy - INFO - Chain [1] done processing 14:18:15 - cmdstanpy - INFO - Chain [1] start processing 14:18:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 534:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.320677 24.295114 63.110167
31 2025-08-31 43.394952 23.034140 62.069159
32 2025-09-30 43.466831 24.727143 61.538765
33 2025-10-31 43.541106 24.789555 61.866838
34 2025-11-30 43.612985 25.955681 62.512334
Forecast for South America and Product 535:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.866538 37.823796 70.650835
31 2025-08-31 54.730767 39.299614 71.873004
32 2025-09-30 55.567118 38.263514 71.913904
33 2025-10-31 56.431347 39.195445 72.458789
34 2025-11-30 57.267698 41.342668 74.130067
14:18:16 - cmdstanpy - INFO - Chain [1] start processing 14:18:16 - cmdstanpy - INFO - Chain [1] done processing 14:18:16 - cmdstanpy - INFO - Chain [1] start processing 14:18:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 536:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.567744 20.925079 54.627837
31 2025-08-31 38.663997 20.891131 56.141686
32 2025-09-30 38.757145 21.146255 55.801427
33 2025-10-31 38.853399 20.763742 56.316928
34 2025-11-30 38.946547 21.424988 55.826555
Forecast for South America and Product 537:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.077036 12.599253 57.115700
31 2025-08-31 33.300437 10.088063 55.352008
32 2025-09-30 32.548889 8.186265 54.961084
33 2025-10-31 31.772289 11.444474 55.541577
34 2025-11-30 31.020741 8.174497 53.567216
14:18:16 - cmdstanpy - INFO - Chain [1] start processing 14:18:16 - cmdstanpy - INFO - Chain [1] done processing 14:18:16 - cmdstanpy - INFO - Chain [1] start processing 14:18:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 538:
ds yhat yhat_lower yhat_upper
30 2025-07-31 65.461412 45.275302 88.964283
31 2025-08-31 66.350784 42.740095 88.513688
32 2025-09-30 67.211467 45.160492 90.014001
33 2025-10-31 68.100839 44.932249 89.699419
34 2025-11-30 68.961521 45.692499 92.345899
Forecast for South America and Product 539:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.200324 13.396350 40.103297
31 2025-08-31 26.944137 13.993793 41.467452
32 2025-09-30 26.696213 13.352327 40.247241
33 2025-10-31 26.440026 12.836083 39.283368
34 2025-11-30 26.192103 12.825149 39.602438
14:18:16 - cmdstanpy - INFO - Chain [1] start processing 14:18:16 - cmdstanpy - INFO - Chain [1] done processing 14:18:16 - cmdstanpy - INFO - Chain [1] start processing 14:18:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 540:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.525830 21.573390 56.618055
31 2025-08-31 39.673039 22.209181 57.828185
32 2025-09-30 39.815500 21.930478 56.032392
33 2025-10-31 39.962709 21.064880 56.870849
34 2025-11-30 40.105169 22.952006 57.495326
Forecast for South America and Product 541:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.930234 25.208482 68.883303
31 2025-08-31 47.254550 24.237639 69.140476
32 2025-09-30 47.568404 25.317062 70.329082
33 2025-10-31 47.892720 26.120463 69.559007
34 2025-11-30 48.206574 25.958530 70.239070
14:18:17 - cmdstanpy - INFO - Chain [1] start processing 14:18:17 - cmdstanpy - INFO - Chain [1] done processing 14:18:17 - cmdstanpy - INFO - Chain [1] start processing 14:18:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 542:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.416057 13.750454 54.648102
31 2025-08-31 34.257193 12.519520 53.397683
32 2025-09-30 34.103454 16.004046 53.198125
33 2025-10-31 33.944590 13.386486 53.146953
34 2025-11-30 33.790851 13.544529 53.462399
Forecast for South America and Product 543:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.121082 8.901652 54.455980
31 2025-08-31 30.167560 5.580387 54.491533
32 2025-09-30 29.244795 7.816105 54.907513
33 2025-10-31 28.291272 5.171132 52.013491
34 2025-11-30 27.368508 5.311905 50.651109
14:18:17 - cmdstanpy - INFO - Chain [1] start processing 14:18:17 - cmdstanpy - INFO - Chain [1] done processing 14:18:17 - cmdstanpy - INFO - Chain [1] start processing 14:18:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 544:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.812813 10.019602 46.160306
31 2025-08-31 27.070441 9.014396 46.214560
32 2025-09-30 26.352016 6.718470 45.511165
33 2025-10-31 25.609644 9.248693 43.177734
34 2025-11-30 24.891220 6.121885 44.849113
Forecast for South America and Product 545:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.368806 25.497693 57.466321
31 2025-08-31 41.743160 26.849344 58.327912
32 2025-09-30 42.105437 25.702925 57.973856
33 2025-10-31 42.479791 26.150022 58.944220
34 2025-11-30 42.842069 26.520593 58.862135
14:18:17 - cmdstanpy - INFO - Chain [1] start processing 14:18:17 - cmdstanpy - INFO - Chain [1] done processing 14:18:18 - cmdstanpy - INFO - Chain [1] start processing 14:18:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 546:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.581396 12.306382 57.201943
31 2025-08-31 35.461949 13.551704 57.014514
32 2025-09-30 35.346354 13.706879 58.727299
33 2025-10-31 35.226907 13.290959 57.615269
34 2025-11-30 35.111312 12.426063 57.853449
Forecast for South America and Product 547:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.156668 24.256470 66.339720
31 2025-08-31 45.372419 23.724505 66.358378
32 2025-09-30 45.581210 22.922674 66.967160
33 2025-10-31 45.796960 26.991140 67.052914
34 2025-11-30 46.005751 24.791971 65.844733
14:18:18 - cmdstanpy - INFO - Chain [1] start processing 14:18:18 - cmdstanpy - INFO - Chain [1] done processing 14:18:18 - cmdstanpy - INFO - Chain [1] start processing 14:18:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 548:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.431717 32.550237 67.901722
31 2025-08-31 51.083272 33.193327 68.244389
32 2025-09-30 51.713808 33.270069 69.270227
33 2025-10-31 52.365363 33.849723 70.360858
34 2025-11-30 52.995900 35.131577 70.563578
Forecast for South America and Product 549:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.673756 2.672839 48.987587
31 2025-08-31 23.929135 1.375172 45.552736
32 2025-09-30 23.208533 -0.525008 46.431815
33 2025-10-31 22.463912 -1.173354 44.902079
34 2025-11-30 21.743311 -1.108291 44.206272
14:18:18 - cmdstanpy - INFO - Chain [1] start processing 14:18:18 - cmdstanpy - INFO - Chain [1] done processing 14:18:18 - cmdstanpy - INFO - Chain [1] start processing 14:18:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 550:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.076747 4.923547 44.226911
31 2025-08-31 24.069686 3.206327 44.408699
32 2025-09-30 23.095111 2.430241 42.537234
33 2025-10-31 22.088050 2.690928 41.449794
34 2025-11-30 21.113474 3.183796 40.705837
Forecast for South America and Product 551:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.627205 32.186053 73.948203
31 2025-08-31 52.434913 31.207021 74.192493
32 2025-09-30 53.216566 30.244025 73.347925
33 2025-10-31 54.024273 30.959462 75.380136
34 2025-11-30 54.805926 33.314818 75.590387
14:18:18 - cmdstanpy - INFO - Chain [1] start processing 14:18:19 - cmdstanpy - INFO - Chain [1] done processing 14:18:19 - cmdstanpy - INFO - Chain [1] start processing 14:18:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 552:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.908666 29.661761 68.425325
31 2025-08-31 49.350842 30.233731 68.257857
32 2025-09-30 49.778753 30.257882 69.883382
33 2025-10-31 50.220928 30.272412 69.533595
34 2025-11-30 50.648840 30.577363 69.733197
Forecast for South America and Product 553:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.755270 26.000669 61.766862
31 2025-08-31 43.872054 25.921204 62.919695
32 2025-09-30 43.985070 26.418318 61.843312
33 2025-10-31 44.101854 26.426828 62.860267
34 2025-11-30 44.214871 26.020918 61.954431
14:18:19 - cmdstanpy - INFO - Chain [1] start processing 14:18:19 - cmdstanpy - INFO - Chain [1] done processing 14:18:19 - cmdstanpy - INFO - Chain [1] start processing 14:18:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 554:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.156684 0.374823 36.083807
31 2025-08-31 17.314739 -2.208205 35.877647
32 2025-09-30 16.499953 -2.857796 35.920871
33 2025-10-31 15.658008 -2.246628 35.612043
34 2025-11-30 14.843222 -3.472013 35.061662
Forecast for South America and Product 555:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.108338 12.406041 56.793205
31 2025-08-31 33.860414 13.224061 54.351275
32 2025-09-30 33.620488 12.023049 56.818838
33 2025-10-31 33.372564 11.196225 55.553599
34 2025-11-30 33.132638 11.951314 55.459693
14:18:19 - cmdstanpy - INFO - Chain [1] start processing 14:18:19 - cmdstanpy - INFO - Chain [1] done processing 14:18:19 - cmdstanpy - INFO - Chain [1] start processing 14:18:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 556:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.625677 13.787844 54.809381
31 2025-08-31 35.273621 15.638184 55.460954
32 2025-09-30 34.932922 16.008572 53.524793
33 2025-10-31 34.580866 15.665569 55.350936
34 2025-11-30 34.240167 13.996687 54.181449
Forecast for South America and Product 557:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.650919 35.140856 72.580408
31 2025-08-31 54.061203 35.830606 73.296794
32 2025-09-30 54.458253 34.658703 73.791747
33 2025-10-31 54.868538 35.112014 72.948041
34 2025-11-30 55.265588 36.288365 74.258850
14:18:20 - cmdstanpy - INFO - Chain [1] start processing 14:18:20 - cmdstanpy - INFO - Chain [1] done processing 14:18:20 - cmdstanpy - INFO - Chain [1] start processing 14:18:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 558:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.699735 16.325624 57.352258
31 2025-08-31 37.686223 17.865081 60.238906
32 2025-09-30 37.673146 15.053393 58.423291
33 2025-10-31 37.659633 16.715017 59.282665
34 2025-11-30 37.646556 14.192621 58.716051
Forecast for South America and Product 559:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.296542 23.544851 56.052341
31 2025-08-31 40.532597 24.038536 57.425989
32 2025-09-30 40.761038 24.905351 57.672212
33 2025-10-31 40.997094 24.838742 57.838910
34 2025-11-30 41.225535 24.910998 56.664922
14:18:20 - cmdstanpy - INFO - Chain [1] start processing 14:18:20 - cmdstanpy - INFO - Chain [1] done processing 14:18:20 - cmdstanpy - INFO - Chain [1] start processing 14:18:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 560:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.107392 5.490755 44.252934
31 2025-08-31 23.143929 3.426037 42.433046
32 2025-09-30 22.211546 3.298753 40.944347
33 2025-10-31 21.248082 3.270593 40.141364
34 2025-11-30 20.315699 1.803254 38.867498
Forecast for South America and Product 561:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.983141 16.318071 63.924501
31 2025-08-31 40.805840 17.919594 63.198360
32 2025-09-30 40.634258 18.237822 62.922012
33 2025-10-31 40.456957 17.450921 63.459990
34 2025-11-30 40.285375 19.028456 64.135647
14:18:20 - cmdstanpy - INFO - Chain [1] start processing 14:18:20 - cmdstanpy - INFO - Chain [1] done processing 14:18:21 - cmdstanpy - INFO - Chain [1] start processing 14:18:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 562:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.033413 20.132287 58.916015
31 2025-08-31 38.866942 19.631948 58.109169
32 2025-09-30 38.705841 18.709107 60.230199
33 2025-10-31 38.539370 18.818284 58.304615
34 2025-11-30 38.378268 19.194594 58.605848
Forecast for South America and Product 563:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.125505 38.386360 75.421534
31 2025-08-31 56.794147 37.899476 75.447362
32 2025-09-30 57.441221 40.773334 75.932305
33 2025-10-31 58.109863 38.956850 75.764864
34 2025-11-30 58.756936 40.101442 78.136732
14:18:21 - cmdstanpy - INFO - Chain [1] start processing 14:18:21 - cmdstanpy - INFO - Chain [1] done processing 14:18:21 - cmdstanpy - INFO - Chain [1] start processing 14:18:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 564:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.107797 19.952988 56.566235
31 2025-08-31 38.281590 20.448594 56.865577
32 2025-09-30 38.449777 19.372118 57.449961
33 2025-10-31 38.623570 19.125098 56.682079
34 2025-11-30 38.791757 20.242570 58.572024
Forecast for South America and Product 565:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.515709 40.556281 76.558486
31 2025-08-31 59.451743 41.800390 77.290530
32 2025-09-30 60.357581 42.123943 77.682874
33 2025-10-31 61.293615 43.732628 78.227773
34 2025-11-30 62.199454 45.684140 79.309770
14:18:21 - cmdstanpy - INFO - Chain [1] start processing 14:18:21 - cmdstanpy - INFO - Chain [1] done processing 14:18:21 - cmdstanpy - INFO - Chain [1] start processing 14:18:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 566:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.005476 11.040364 46.575884
31 2025-08-31 28.514215 10.946293 45.374531
32 2025-09-30 28.038800 9.833745 43.994430
33 2025-10-31 27.547539 10.090786 43.978737
34 2025-11-30 27.072124 10.013689 44.492584
Forecast for South America and Product 567:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.395911 37.140234 73.716476
31 2025-08-31 56.207906 37.620643 75.370874
32 2025-09-30 56.993708 36.448799 76.007027
33 2025-10-31 57.805703 38.536342 76.968389
34 2025-11-30 58.591504 39.484003 78.830451
14:18:21 - cmdstanpy - INFO - Chain [1] start processing 14:18:22 - cmdstanpy - INFO - Chain [1] done processing 14:18:22 - cmdstanpy - INFO - Chain [1] start processing 14:18:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 568:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.397094 31.490677 81.240895
31 2025-08-31 56.767051 31.006341 82.068466
32 2025-09-30 57.125073 32.061812 82.124654
33 2025-10-31 57.495029 33.149791 81.445018
34 2025-11-30 57.853052 32.369527 82.425095
Forecast for South America and Product 569:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.343337 22.685081 50.751444
31 2025-08-31 36.005199 22.501957 50.482356
32 2025-09-30 35.677969 22.319105 51.025485
33 2025-10-31 35.339831 22.777420 50.470050
34 2025-11-30 35.012600 21.829528 47.989185
14:18:22 - cmdstanpy - INFO - Chain [1] start processing 14:18:22 - cmdstanpy - INFO - Chain [1] done processing 14:18:22 - cmdstanpy - INFO - Chain [1] start processing 14:18:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 570:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.013310 33.162508 67.083042
31 2025-08-31 50.669493 34.545867 66.909528
32 2025-09-30 51.304509 34.950399 67.275236
33 2025-10-31 51.960693 36.467604 68.456513
34 2025-11-30 52.595709 36.269863 66.712914
Forecast for South America and Product 571:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.527654 -0.710679 38.177425
31 2025-08-31 17.658949 -2.861770 38.829115
32 2025-09-30 16.818266 -3.487055 34.817644
33 2025-10-31 15.949561 -3.665445 37.005852
34 2025-11-30 15.108878 -5.583060 35.348255
14:18:22 - cmdstanpy - INFO - Chain [1] start processing 14:18:22 - cmdstanpy - INFO - Chain [1] done processing 14:18:22 - cmdstanpy - INFO - Chain [1] start processing 14:18:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 572:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.543004 17.250595 52.173057
31 2025-08-31 34.096954 15.720737 52.265831
32 2025-09-30 33.665293 15.223403 52.430195
33 2025-10-31 33.219243 14.079924 51.340399
34 2025-11-30 32.787583 13.921929 51.354385
Forecast for South America and Product 573:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.135431 15.568378 44.646512
31 2025-08-31 29.671805 15.346511 45.134438
32 2025-09-30 29.223136 13.878645 42.588332
33 2025-10-31 28.759510 14.168252 43.439669
34 2025-11-30 28.310840 12.736847 42.308213
14:18:23 - cmdstanpy - INFO - Chain [1] start processing 14:18:23 - cmdstanpy - INFO - Chain [1] done processing 14:18:23 - cmdstanpy - INFO - Chain [1] start processing 14:18:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 574:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.843867 30.364344 61.748970
31 2025-08-31 46.395192 29.983828 62.405264
32 2025-09-30 46.928732 31.659959 63.773064
33 2025-10-31 47.480056 32.706940 64.741939
34 2025-11-30 48.013596 32.257177 63.338931
Forecast for South America and Product 575:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.897908 21.630801 60.188783
31 2025-08-31 41.887497 22.568495 61.452452
32 2025-09-30 41.877421 20.663532 61.965207
33 2025-10-31 41.867010 22.377897 62.553952
34 2025-11-30 41.856935 21.837754 62.657069
14:18:23 - cmdstanpy - INFO - Chain [1] start processing 14:18:23 - cmdstanpy - INFO - Chain [1] done processing 14:18:23 - cmdstanpy - INFO - Chain [1] start processing 14:18:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 576:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.047495 17.656338 52.507751
31 2025-08-31 34.782009 18.054622 51.198286
32 2025-09-30 34.525087 17.829423 51.658875
33 2025-10-31 34.259600 17.179215 51.060856
34 2025-11-30 34.002678 17.534314 51.483607
Forecast for South America and Product 577:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.945020 3.148544 39.079456
31 2025-08-31 18.991306 -1.063192 38.182495
32 2025-09-30 18.068356 -2.083354 37.799110
33 2025-10-31 17.114641 -1.906458 38.045179
34 2025-11-30 16.191692 -3.092598 35.965623
14:18:23 - cmdstanpy - INFO - Chain [1] start processing 14:18:23 - cmdstanpy - INFO - Chain [1] done processing 14:18:24 - cmdstanpy - INFO - Chain [1] start processing 14:18:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 578:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.542884 20.564423 61.511072
31 2025-08-31 40.547156 20.126923 61.287064
32 2025-09-30 40.551291 20.223557 60.438109
33 2025-10-31 40.555563 19.886896 61.553846
34 2025-11-30 40.559697 19.860962 59.847315
Forecast for South America and Product 579:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.872027 27.482247 80.058830
31 2025-08-31 54.585441 27.638506 81.285134
32 2025-09-30 55.275842 28.902022 80.785073
33 2025-10-31 55.989257 31.534206 83.960462
34 2025-11-30 56.679658 30.009340 82.229232
14:18:24 - cmdstanpy - INFO - Chain [1] start processing 14:18:24 - cmdstanpy - INFO - Chain [1] done processing 14:18:24 - cmdstanpy - INFO - Chain [1] start processing 14:18:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 580:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.607522 27.992164 67.191378
31 2025-08-31 48.173840 29.657958 68.183667
32 2025-09-30 48.721890 29.318926 69.522315
33 2025-10-31 49.288208 30.602836 68.095300
34 2025-11-30 49.836258 29.738219 70.592118
Forecast for South America and Product 581:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.391339 11.066838 56.693495
31 2025-08-31 34.051387 8.305068 55.570908
32 2025-09-30 33.722401 12.716802 56.807927
33 2025-10-31 33.382449 9.824097 53.506866
34 2025-11-30 33.053463 9.944525 55.373937
14:18:24 - cmdstanpy - INFO - Chain [1] start processing 14:18:24 - cmdstanpy - INFO - Chain [1] done processing 14:18:24 - cmdstanpy - INFO - Chain [1] start processing 14:18:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 582:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.548721 24.320395 67.715448
31 2025-08-31 45.807489 24.025910 68.260787
32 2025-09-30 46.057909 25.628513 68.272212
33 2025-10-31 46.316677 25.237597 67.733633
34 2025-11-30 46.567098 23.160842 69.621631
Forecast for South America and Product 583:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.941575 31.345642 63.600298
31 2025-08-31 48.103193 31.632071 65.751885
32 2025-09-30 48.259597 31.565647 64.791591
33 2025-10-31 48.421215 31.593595 64.704808
34 2025-11-30 48.577620 30.804586 65.383901
14:18:24 - cmdstanpy - INFO - Chain [1] start processing 14:18:25 - cmdstanpy - INFO - Chain [1] done processing 14:18:25 - cmdstanpy - INFO - Chain [1] start processing 14:18:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 584:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.124192 29.209533 73.998040
31 2025-08-31 51.760020 29.138830 73.812177
32 2025-09-30 52.375337 28.766546 73.498708
33 2025-10-31 53.011165 29.768167 75.622312
34 2025-11-30 53.626483 30.604195 76.995901
Forecast for South America and Product 585:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.058214 18.402203 63.451691
31 2025-08-31 40.832776 18.167791 64.202642
32 2025-09-30 40.614611 18.208645 62.131701
33 2025-10-31 40.389173 16.627606 63.361213
34 2025-11-30 40.171007 17.859938 61.060740
14:18:25 - cmdstanpy - INFO - Chain [1] start processing 14:18:25 - cmdstanpy - INFO - Chain [1] done processing 14:18:25 - cmdstanpy - INFO - Chain [1] start processing 14:18:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 586:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.367737 20.173104 56.660301
31 2025-08-31 38.343273 21.446642 56.018156
32 2025-09-30 38.319599 20.534745 54.066464
33 2025-10-31 38.295135 19.271573 57.692289
34 2025-11-30 38.271461 20.527320 55.596840
Forecast for South America and Product 587:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.070175 14.727455 51.971318
31 2025-08-31 31.493724 12.519305 49.178698
32 2025-09-30 30.935869 11.880088 48.047467
33 2025-10-31 30.359418 12.596205 48.262762
34 2025-11-30 29.801563 12.512918 48.108106
14:18:25 - cmdstanpy - INFO - Chain [1] start processing 14:18:25 - cmdstanpy - INFO - Chain [1] done processing 14:18:25 - cmdstanpy - INFO - Chain [1] start processing 14:18:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 588:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.416559 17.333805 66.188850
31 2025-08-31 43.477571 17.525729 66.975055
32 2025-09-30 43.536615 18.102454 67.586341
33 2025-10-31 43.597627 19.361532 70.433456
34 2025-11-30 43.656670 19.582567 69.900517
Forecast for South America and Product 589:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.265361 23.270597 61.040705
31 2025-08-31 42.444367 23.365165 61.005379
32 2025-09-30 42.617599 23.849109 62.271198
33 2025-10-31 42.796605 25.698682 61.581640
34 2025-11-30 42.969836 24.973743 61.551348
14:18:26 - cmdstanpy - INFO - Chain [1] start processing 14:18:26 - cmdstanpy - INFO - Chain [1] done processing 14:18:26 - cmdstanpy - INFO - Chain [1] start processing 14:18:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 590:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.357732 9.526457 47.052610
31 2025-08-31 27.754869 10.730706 44.405177
32 2025-09-30 27.171453 8.626098 46.660472
33 2025-10-31 26.568590 8.371630 44.577192
34 2025-11-30 25.985174 7.271095 43.644041
Forecast for South America and Product 591:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.486933 31.586185 72.394774
31 2025-08-31 51.876478 31.695833 71.848009
32 2025-09-30 52.253458 32.868033 72.969935
33 2025-10-31 52.643003 31.075181 73.113311
34 2025-11-30 53.019983 33.064695 73.203911
14:18:26 - cmdstanpy - INFO - Chain [1] start processing 14:18:26 - cmdstanpy - INFO - Chain [1] done processing 14:18:26 - cmdstanpy - INFO - Chain [1] start processing 14:18:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 592:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.341227 17.410829 62.007504
31 2025-08-31 39.548274 17.532764 59.616008
32 2025-09-30 39.748641 17.369747 62.667169
33 2025-10-31 39.955687 17.802471 59.202647
34 2025-11-30 40.156055 19.861311 63.722374
Forecast for South America and Product 593:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.027374 -3.199988 37.808465
31 2025-08-31 16.780474 -2.935724 35.793625
32 2025-09-30 15.573797 -3.015261 33.914700
33 2025-10-31 14.326897 -4.596504 34.007330
34 2025-11-30 13.120219 -7.789846 33.393995
14:18:26 - cmdstanpy - INFO - Chain [1] start processing 14:18:26 - cmdstanpy - INFO - Chain [1] done processing 14:18:26 - cmdstanpy - INFO - Chain [1] start processing 14:18:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 594:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.894367 5.851946 44.338225
31 2025-08-31 25.154689 5.293713 44.281939
32 2025-09-30 24.438872 4.367856 43.086091
33 2025-10-31 23.699194 4.352386 43.894084
34 2025-11-30 22.983376 2.999610 43.046839
Forecast for South America and Product 595:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.698311 15.677751 46.129471
31 2025-08-31 31.316546 17.358772 46.516080
32 2025-09-30 30.947095 14.762623 46.156376
33 2025-10-31 30.565330 15.111073 45.959784
34 2025-11-30 30.195879 15.297790 45.420855
14:18:27 - cmdstanpy - INFO - Chain [1] start processing 14:18:27 - cmdstanpy - INFO - Chain [1] done processing 14:18:27 - cmdstanpy - INFO - Chain [1] start processing 14:18:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 596:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.875914 40.651805 69.956492
31 2025-08-31 55.195634 40.218338 71.088334
32 2025-09-30 55.505040 40.330250 70.741163
33 2025-10-31 55.824760 38.733557 70.350884
34 2025-11-30 56.134166 40.429694 70.822583
Forecast for South America and Product 597:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.913122 25.362011 60.463907
31 2025-08-31 42.638941 24.199049 61.593250
32 2025-09-30 42.373605 23.813099 59.487129
33 2025-10-31 42.099424 24.244606 59.907392
34 2025-11-30 41.834088 23.240492 58.980856
14:18:27 - cmdstanpy - INFO - Chain [1] start processing 14:18:27 - cmdstanpy - INFO - Chain [1] done processing 14:18:27 - cmdstanpy - INFO - Chain [1] start processing 14:18:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 598:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.544227 15.070588 53.365100
31 2025-08-31 33.892795 12.780643 52.592902
32 2025-09-30 33.262377 13.306187 53.830370
33 2025-10-31 32.610946 11.826387 52.405048
34 2025-11-30 31.980528 11.459829 50.140679
Forecast for South America and Product 599:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.733264 -1.381996 53.005178
31 2025-08-31 24.744870 -0.823921 51.227338
32 2025-09-30 23.788359 -1.973934 49.381868
33 2025-10-31 22.799965 -2.819055 48.657461
34 2025-11-30 21.843454 -3.520720 47.553853
14:18:27 - cmdstanpy - INFO - Chain [1] start processing 14:18:27 - cmdstanpy - INFO - Chain [1] done processing 14:18:27 - cmdstanpy - INFO - Chain [1] start processing 14:18:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 600:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.281021 27.797409 58.416111
31 2025-08-31 43.350609 28.360027 59.661618
32 2025-09-30 43.417952 27.811693 59.553352
33 2025-10-31 43.487541 28.504249 58.181349
34 2025-11-30 43.554884 27.871239 59.777617
Forecast for South America and Product 601:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.005224 15.357569 47.874699
31 2025-08-31 31.619598 15.090496 48.253459
32 2025-09-30 31.246412 17.127670 47.705834
33 2025-10-31 30.860787 15.086075 46.909125
34 2025-11-30 30.487601 15.143513 45.358266
14:18:28 - cmdstanpy - INFO - Chain [1] start processing 14:18:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 602:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.761030 26.807583 71.846020
31 2025-08-31 49.148523 28.192821 71.066120
32 2025-09-30 49.523516 27.130490 70.857578
33 2025-10-31 49.911009 28.815580 72.642698
34 2025-11-30 50.286002 29.184621 71.251198
14:18:28 - cmdstanpy - INFO - Chain [1] start processing 14:18:28 - cmdstanpy - INFO - Chain [1] done processing 14:18:28 - cmdstanpy - INFO - Chain [1] start processing 14:18:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 603:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.032664 27.297274 63.208303
31 2025-08-31 45.192998 28.326983 62.856727
32 2025-09-30 45.348160 26.893473 63.133289
33 2025-10-31 45.508495 26.136908 63.405542
34 2025-11-30 45.663657 27.198888 65.675398
Forecast for South America and Product 604:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.121988 18.787886 66.232102
31 2025-08-31 43.181746 20.392187 67.337833
32 2025-09-30 43.239576 22.208022 64.485329
33 2025-10-31 43.299333 21.433054 66.954224
34 2025-11-30 43.357163 20.758201 65.908600
14:18:28 - cmdstanpy - INFO - Chain [1] start processing 14:18:28 - cmdstanpy - INFO - Chain [1] done processing 14:18:28 - cmdstanpy - INFO - Chain [1] start processing 14:18:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 605:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.506560 15.473800 52.421920
31 2025-08-31 33.189929 13.928600 53.754424
32 2025-09-30 32.883512 13.893310 51.639730
33 2025-10-31 32.566881 13.122372 50.797195
34 2025-11-30 32.260464 14.574435 50.807662
Forecast for South America and Product 606:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.638379 28.907757 67.639339
31 2025-08-31 49.033749 28.944365 67.896154
32 2025-09-30 49.416366 30.952613 68.659488
33 2025-10-31 49.811736 30.590873 69.573179
34 2025-11-30 50.194352 31.037855 69.783350
14:18:29 - cmdstanpy - INFO - Chain [1] start processing 14:18:29 - cmdstanpy - INFO - Chain [1] done processing 14:18:29 - cmdstanpy - INFO - Chain [1] start processing 14:18:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 607:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.082528 8.765146 50.046293
31 2025-08-31 29.621716 10.109542 50.900660
32 2025-09-30 29.175768 7.172287 48.278118
33 2025-10-31 28.714956 7.644838 47.982359
34 2025-11-30 28.269009 7.815597 49.453364
Forecast for South America and Product 608:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.018920 19.205977 57.842791
31 2025-08-31 38.637888 20.520280 57.599642
32 2025-09-30 38.269147 19.181968 57.340291
33 2025-10-31 37.888115 19.298274 57.887507
34 2025-11-30 37.519375 19.758862 56.631602
14:18:29 - cmdstanpy - INFO - Chain [1] start processing 14:18:29 - cmdstanpy - INFO - Chain [1] done processing 14:18:29 - cmdstanpy - INFO - Chain [1] start processing 14:18:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 609:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.649858 12.861920 47.318656
31 2025-08-31 30.084956 13.133195 47.212666
32 2025-09-30 29.538275 13.661015 45.567569
33 2025-10-31 28.973373 12.371616 45.815891
34 2025-11-30 28.426692 11.733452 46.014124
Forecast for South America and Product 610:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.991938 15.326735 49.811423
31 2025-08-31 32.702689 17.034037 49.752854
32 2025-09-30 32.422770 16.350371 49.570713
33 2025-10-31 32.133520 15.102473 48.439671
34 2025-11-30 31.853601 14.904915 47.955971
14:18:29 - cmdstanpy - INFO - Chain [1] start processing 14:18:29 - cmdstanpy - INFO - Chain [1] done processing 14:18:30 - cmdstanpy - INFO - Chain [1] start processing 14:18:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 611:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.010426 27.033295 60.282513
31 2025-08-31 43.162223 25.202905 60.393526
32 2025-09-30 43.309122 25.584149 60.108958
33 2025-10-31 43.460919 27.363439 61.917706
34 2025-11-30 43.607818 26.516005 60.799407
Forecast for South America and Product 612:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.891707 24.444013 66.677550
31 2025-08-31 46.303657 26.081386 67.730291
32 2025-09-30 46.702318 24.384312 67.679574
33 2025-10-31 47.114267 26.483545 68.513036
34 2025-11-30 47.512928 26.324886 69.536673
14:18:30 - cmdstanpy - INFO - Chain [1] start processing 14:18:30 - cmdstanpy - INFO - Chain [1] done processing 14:18:30 - cmdstanpy - INFO - Chain [1] start processing 14:18:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 613:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.598471 13.413778 40.031529
31 2025-08-31 26.119926 12.455548 40.071035
32 2025-09-30 25.656819 12.508710 39.715125
33 2025-10-31 25.178275 11.528924 39.790217
34 2025-11-30 24.715167 11.527119 38.544075
Forecast for South America and Product 614:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.291386 12.324050 45.274546
31 2025-08-31 27.656935 10.980681 44.006804
32 2025-09-30 27.042951 9.803416 43.070859
33 2025-10-31 26.408501 9.702086 42.976119
34 2025-11-30 25.794517 8.908691 41.899100
14:18:30 - cmdstanpy - INFO - Chain [1] start processing 14:18:30 - cmdstanpy - INFO - Chain [1] done processing 14:18:30 - cmdstanpy - INFO - Chain [1] start processing 14:18:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 615:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.328685 23.820875 65.061831
31 2025-08-31 45.821833 25.640694 64.477485
32 2025-09-30 46.299072 25.605795 66.895253
33 2025-10-31 46.792219 27.188538 66.341904
34 2025-11-30 47.269458 27.503651 67.804180
Forecast for South America and Product 616:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.513249 18.725083 49.294980
31 2025-08-31 34.542165 19.494295 49.905134
32 2025-09-30 34.570147 18.752542 49.294037
33 2025-10-31 34.599062 19.085044 49.407346
34 2025-11-30 34.627045 20.359984 49.084798
14:18:30 - cmdstanpy - INFO - Chain [1] start processing 14:18:30 - cmdstanpy - INFO - Chain [1] done processing 14:18:31 - cmdstanpy - INFO - Chain [1] start processing 14:18:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 617:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.601807 37.269264 69.443590
31 2025-08-31 54.331433 37.790687 69.500232
32 2025-09-30 55.037523 38.441328 70.425368
33 2025-10-31 55.767149 39.788453 72.731048
34 2025-11-30 56.473239 39.997782 73.449113
Forecast for South America and Product 618:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.757606 26.586008 65.081798
31 2025-08-31 46.234750 27.909861 65.408828
32 2025-09-30 46.696503 27.761619 65.915369
33 2025-10-31 47.173648 29.121958 67.087918
34 2025-11-30 47.635400 28.479424 67.145091
14:18:31 - cmdstanpy - INFO - Chain [1] start processing 14:18:31 - cmdstanpy - INFO - Chain [1] done processing 14:18:31 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 619:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.423856 13.829255 52.748062
31 2025-08-31 34.492667 15.918736 52.785882
32 2025-09-30 34.559259 15.002802 54.225951
33 2025-10-31 34.628070 15.445931 55.872619
34 2025-11-30 34.694661 15.501024 54.486494
14:18:31 - cmdstanpy - INFO - Chain [1] done processing 14:18:31 - cmdstanpy - INFO - Chain [1] start processing 14:18:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 620:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.026668 36.611418 81.126658
31 2025-08-31 59.784457 38.560005 83.415802
32 2025-09-30 60.517801 37.767703 81.547748
33 2025-10-31 61.275590 40.044980 84.261543
34 2025-11-30 62.008934 40.210268 83.347644
Forecast for South America and Product 621:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.505264 23.193242 52.148197
31 2025-08-31 37.290472 23.717080 51.894432
32 2025-09-30 37.082608 21.830082 50.671048
33 2025-10-31 36.867816 21.346393 50.781396
34 2025-11-30 36.659952 21.408556 50.626115
14:18:31 - cmdstanpy - INFO - Chain [1] start processing 14:18:31 - cmdstanpy - INFO - Chain [1] done processing 14:18:32 - cmdstanpy - INFO - Chain [1] start processing 14:18:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 622:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.853644 6.531530 42.538471
31 2025-08-31 24.470691 7.220750 42.157607
32 2025-09-30 24.100091 6.596305 42.757000
33 2025-10-31 23.717138 6.286320 41.710535
34 2025-11-30 23.346538 5.245953 41.258914
Forecast for South America and Product 623:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.753747 14.698775 45.819420
31 2025-08-31 29.228608 14.143526 44.848022
32 2025-09-30 28.720408 11.802192 44.107272
33 2025-10-31 28.195268 12.763055 43.424754
34 2025-11-30 27.687068 12.811579 42.592614
14:18:32 - cmdstanpy - INFO - Chain [1] start processing 14:18:32 - cmdstanpy - INFO - Chain [1] done processing 14:18:32 - cmdstanpy - INFO - Chain [1] start processing 14:18:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 624:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.877165 17.199633 47.188872
31 2025-08-31 31.409624 15.351943 47.212374
32 2025-09-30 30.957166 15.251751 46.758025
33 2025-10-31 30.489625 14.311729 44.600035
34 2025-11-30 30.037166 14.435185 46.581748
Forecast for South America and Product 625:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.904585 32.809363 82.430894
31 2025-08-31 57.788420 33.228289 83.027985
32 2025-09-30 58.643744 32.117691 81.910556
33 2025-10-31 59.527579 35.963253 82.634520
34 2025-11-30 60.382903 36.361924 83.999901
14:18:32 - cmdstanpy - INFO - Chain [1] start processing 14:18:32 - cmdstanpy - INFO - Chain [1] done processing 14:18:32 - cmdstanpy - INFO - Chain [1] start processing 14:18:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 626:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.000676 10.201898 46.680865
31 2025-08-31 28.229411 9.546412 47.227476
32 2025-09-30 27.483025 8.310104 46.378905
33 2025-10-31 26.711760 8.392635 45.111662
34 2025-11-30 25.965375 8.275828 45.546154
Forecast for South America and Product 627:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.584532 25.809069 64.316250
31 2025-08-31 44.787294 25.065827 64.044170
32 2025-09-30 44.983515 25.465275 64.376046
33 2025-10-31 45.186277 24.653188 64.705803
34 2025-11-30 45.382499 26.072477 64.541829
14:18:32 - cmdstanpy - INFO - Chain [1] start processing 14:18:33 - cmdstanpy - INFO - Chain [1] done processing 14:18:33 - cmdstanpy - INFO - Chain [1] start processing 14:18:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 628:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.682928 30.593163 66.234386
31 2025-08-31 48.996265 30.327915 65.977383
32 2025-09-30 49.299495 31.050266 66.118682
33 2025-10-31 49.612832 31.771450 67.687288
34 2025-11-30 49.916061 33.236383 67.691917
Forecast for South America and Product 629:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.195893 2.568745 47.597082
31 2025-08-31 25.458558 2.168322 47.433988
32 2025-09-30 24.745007 3.203281 46.705877
33 2025-10-31 24.007672 2.805764 46.157903
34 2025-11-30 23.294121 -0.690807 47.640990
14:18:33 - cmdstanpy - INFO - Chain [1] start processing 14:18:33 - cmdstanpy - INFO - Chain [1] done processing 14:18:33 - cmdstanpy - INFO - Chain [1] start processing 14:18:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 630:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.245258 17.672008 45.145735
31 2025-08-31 30.786785 16.762120 45.118730
32 2025-09-30 30.343103 16.528121 43.999223
33 2025-10-31 29.884631 15.169765 43.286103
34 2025-11-30 29.440948 16.567308 43.202958
Forecast for South America and Product 631:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.894856 26.741126 62.453980
31 2025-08-31 45.212972 27.052690 64.135521
32 2025-09-30 45.520825 26.701771 62.422296
33 2025-10-31 45.838941 29.792467 63.776058
34 2025-11-30 46.146794 27.782029 62.481224
14:18:33 - cmdstanpy - INFO - Chain [1] start processing 14:18:33 - cmdstanpy - INFO - Chain [1] done processing 14:18:33 - cmdstanpy - INFO - Chain [1] start processing 14:18:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 632:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.727400 27.055386 70.195961
31 2025-08-31 50.230189 26.959592 71.925393
32 2025-09-30 50.716758 28.325089 71.989703
33 2025-10-31 51.219547 30.172709 73.388168
34 2025-11-30 51.706117 31.327141 73.684046
Forecast for South America and Product 633:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.235965 23.202803 84.297720
31 2025-08-31 54.892099 23.923150 86.598587
32 2025-09-30 55.527068 24.716566 86.331120
33 2025-10-31 56.183203 25.538786 88.748687
34 2025-11-30 56.818172 28.549580 85.891679
14:18:34 - cmdstanpy - INFO - Chain [1] start processing 14:18:34 - cmdstanpy - INFO - Chain [1] done processing 14:18:34 - cmdstanpy - INFO - Chain [1] start processing 14:18:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 634:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.561898 29.299214 62.890221
31 2025-08-31 45.944132 28.903469 62.907007
32 2025-09-30 46.314036 27.479812 63.049496
33 2025-10-31 46.696270 30.219038 65.383368
34 2025-11-30 47.066174 30.940915 65.018053
Forecast for South America and Product 635:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.299094 11.646731 48.133625
31 2025-08-31 30.054958 12.235972 46.395257
32 2025-09-30 29.818698 12.794520 47.212815
33 2025-10-31 29.574563 12.947417 47.435565
34 2025-11-30 29.338303 11.936593 47.002362
14:18:34 - cmdstanpy - INFO - Chain [1] start processing 14:18:34 - cmdstanpy - INFO - Chain [1] done processing 14:18:34 - cmdstanpy - INFO - Chain [1] start processing 14:18:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 636:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.513152 24.462522 54.770556
31 2025-08-31 39.464461 23.064924 55.420643
32 2025-09-30 39.417340 24.727379 56.172672
33 2025-10-31 39.368649 24.360685 55.796308
34 2025-11-30 39.321528 23.375210 55.573550
Forecast for South America and Product 637:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.845200 9.106427 39.104953
31 2025-08-31 23.279130 9.037665 39.068915
32 2025-09-30 22.731320 8.022055 37.966540
33 2025-10-31 22.165249 7.038592 37.576659
34 2025-11-30 21.617439 6.925693 37.075643
14:18:34 - cmdstanpy - INFO - Chain [1] start processing 14:18:34 - cmdstanpy - INFO - Chain [1] done processing 14:18:34 - cmdstanpy - INFO - Chain [1] start processing 14:18:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 638:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.349901 31.237454 63.119536
31 2025-08-31 47.593473 31.171572 63.121500
32 2025-09-30 47.829189 30.436622 64.252956
33 2025-10-31 48.072761 31.282484 63.924780
34 2025-11-30 48.308477 30.799996 65.020684
Forecast for South America and Product 639:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.460044 24.772667 55.437208
31 2025-08-31 40.429569 25.286092 55.908240
32 2025-09-30 40.400076 24.805781 55.428150
33 2025-10-31 40.369601 24.310655 55.152159
34 2025-11-30 40.340109 24.499725 55.834798
14:18:35 - cmdstanpy - INFO - Chain [1] start processing 14:18:35 - cmdstanpy - INFO - Chain [1] done processing 14:18:35 - cmdstanpy - INFO - Chain [1] start processing 14:18:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 640:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.350418 26.093279 63.173805
31 2025-08-31 44.492849 24.157572 63.403602
32 2025-09-30 44.630685 26.466214 63.954700
33 2025-10-31 44.773116 25.198495 62.700578
34 2025-11-30 44.910952 26.685097 65.757784
Forecast for South America and Product 641:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.027332 4.286947 44.901328
31 2025-08-31 23.355855 4.339458 43.293372
32 2025-09-30 22.706040 3.661112 42.881022
33 2025-10-31 22.034564 2.556100 41.680530
34 2025-11-30 21.384748 3.186004 40.488836
14:18:35 - cmdstanpy - INFO - Chain [1] start processing 14:18:35 - cmdstanpy - INFO - Chain [1] done processing 14:18:35 - cmdstanpy - INFO - Chain [1] start processing 14:18:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 642:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.733916 26.154229 58.201298
31 2025-08-31 43.074104 28.159003 59.078521
32 2025-09-30 43.403319 28.398304 58.844825
33 2025-10-31 43.743507 27.105759 61.094995
34 2025-11-30 44.072721 27.633535 60.339220
Forecast for South America and Product 643:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.213471 27.577912 70.004974
31 2025-08-31 49.504772 28.956987 69.078125
32 2025-09-30 49.786675 28.812724 72.342920
33 2025-10-31 50.077975 29.616542 72.010957
34 2025-11-30 50.359879 30.189073 71.462186
14:18:35 - cmdstanpy - INFO - Chain [1] start processing 14:18:35 - cmdstanpy - INFO - Chain [1] done processing 14:18:36 - cmdstanpy - INFO - Chain [1] start processing 14:18:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 644:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.525136 24.515714 64.290074
31 2025-08-31 44.723414 25.336142 64.312144
32 2025-09-30 44.915297 25.296383 65.716083
33 2025-10-31 45.113575 23.632701 65.689862
34 2025-11-30 45.305458 25.326530 64.041134
Forecast for South America and Product 645:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.914888 23.420608 57.898046
31 2025-08-31 41.055013 23.620526 59.564088
32 2025-09-30 41.190617 22.622473 58.712825
33 2025-10-31 41.330741 24.766668 59.910724
34 2025-11-30 41.466346 24.665855 59.179546
14:18:36 - cmdstanpy - INFO - Chain [1] start processing 14:18:36 - cmdstanpy - INFO - Chain [1] done processing 14:18:36 - cmdstanpy - INFO - Chain [1] start processing 14:18:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 646:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.096799 8.727035 48.474353
31 2025-08-31 27.419733 9.981224 47.356256
32 2025-09-30 26.764507 7.076472 46.616739
33 2025-10-31 26.087441 6.286683 46.731419
34 2025-11-30 25.432216 6.698147 45.928299
Forecast for South America and Product 647:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.700919 10.347570 55.109960
31 2025-08-31 31.183941 8.306081 53.919521
32 2025-09-30 30.683640 8.631133 54.314260
33 2025-10-31 30.166662 7.845571 52.081177
34 2025-11-30 29.666360 6.686321 52.287343
14:18:36 - cmdstanpy - INFO - Chain [1] start processing 14:18:36 - cmdstanpy - INFO - Chain [1] done processing 14:18:36 - cmdstanpy - INFO - Chain [1] start processing 14:18:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 648:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.077736 30.087140 71.512470
31 2025-08-31 50.215255 29.681089 71.702683
32 2025-09-30 50.348339 30.152605 71.760734
33 2025-10-31 50.485858 30.850247 73.664602
34 2025-11-30 50.618941 29.843027 72.426569
Forecast for South America and Product 649:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.925678 27.853799 62.404033
31 2025-08-31 44.944978 27.100480 63.764147
32 2025-09-30 44.963655 27.907635 62.571847
33 2025-10-31 44.982954 27.755909 62.132446
34 2025-11-30 45.001631 27.462378 64.387384
14:18:37 - cmdstanpy - INFO - Chain [1] start processing 14:18:37 - cmdstanpy - INFO - Chain [1] done processing 14:18:37 - cmdstanpy - INFO - Chain [1] start processing 14:18:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 650:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.762787 36.421664 74.177194
31 2025-08-31 55.308686 36.516913 74.239921
32 2025-09-30 55.836976 35.307358 73.511779
33 2025-10-31 56.382875 37.610361 75.284099
34 2025-11-30 56.911164 37.729061 76.909860
Forecast for South America and Product 651:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.134036 29.164993 64.995010
31 2025-08-31 47.791442 30.204498 65.775506
32 2025-09-30 48.427642 31.152464 65.808577
33 2025-10-31 49.085048 30.299702 67.752440
34 2025-11-30 49.721247 32.501655 67.208233
14:18:37 - cmdstanpy - INFO - Chain [1] start processing 14:18:37 - cmdstanpy - INFO - Chain [1] done processing 14:18:37 - cmdstanpy - INFO - Chain [1] start processing 14:18:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 652:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.012870 24.266135 56.003473
31 2025-08-31 40.202967 22.905315 55.218262
32 2025-09-30 40.386931 23.578536 55.522967
33 2025-10-31 40.577028 24.786724 57.075115
34 2025-11-30 40.760992 25.641165 57.671339
Forecast for South America and Product 653:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.385883 21.930874 59.568549
31 2025-08-31 40.203897 20.049371 60.223487
32 2025-09-30 40.027782 19.690858 59.340052
33 2025-10-31 39.845796 19.872231 59.688051
34 2025-11-30 39.669681 19.485693 58.688640
14:18:37 - cmdstanpy - INFO - Chain [1] start processing 14:18:37 - cmdstanpy - INFO - Chain [1] done processing 14:18:37 - cmdstanpy - INFO - Chain [1] start processing 14:18:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 654:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.949601 28.544790 66.165198
31 2025-08-31 47.597222 29.792713 65.557662
32 2025-09-30 48.223951 30.364503 68.909219
33 2025-10-31 48.871572 30.073241 69.152758
34 2025-11-30 49.498302 31.254403 68.193980
Forecast for South America and Product 655:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.204862 37.247225 69.440200
31 2025-08-31 53.792874 38.147900 69.955386
32 2025-09-30 54.361918 38.481771 69.316662
33 2025-10-31 54.949929 38.803178 70.252656
34 2025-11-30 55.518973 39.629529 71.438776
14:18:38 - cmdstanpy - INFO - Chain [1] start processing 14:18:38 - cmdstanpy - INFO - Chain [1] done processing 14:18:38 - cmdstanpy - INFO - Chain [1] start processing 14:18:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 656:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.552999 0.773369 38.107013
31 2025-08-31 18.738745 -0.861781 37.162167
32 2025-09-30 17.950757 -1.969002 35.581492
33 2025-10-31 17.136503 -1.498996 34.653929
34 2025-11-30 16.348515 -3.143851 34.556298
Forecast for South America and Product 657:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.945783 17.572576 54.610273
31 2025-08-31 35.804279 19.179761 55.860978
32 2025-09-30 35.667340 18.101049 52.453006
33 2025-10-31 35.525836 16.982381 53.729355
34 2025-11-30 35.388896 18.160107 52.881088
14:18:38 - cmdstanpy - INFO - Chain [1] start processing 14:18:38 - cmdstanpy - INFO - Chain [1] done processing 14:18:38 - cmdstanpy - INFO - Chain [1] start processing 14:18:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 658:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.057288 11.003852 46.726543
31 2025-08-31 28.731918 9.039716 46.959897
32 2025-09-30 28.417045 10.771193 45.758252
33 2025-10-31 28.091676 11.365241 45.736515
34 2025-11-30 27.776802 8.106341 46.040710
14:18:38 - cmdstanpy - INFO - Chain [1] start processing 14:18:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 659:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.112565 10.364500 56.858894
31 2025-08-31 32.776210 10.521585 55.189875
32 2025-09-30 32.450705 11.214447 55.046213
33 2025-10-31 32.114349 11.466607 54.705224
34 2025-11-30 31.788844 10.353040 54.150962
Forecast for South America and Product 660:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.757503 22.889422 63.295407
31 2025-08-31 43.040418 24.370746 62.887588
32 2025-09-30 43.314208 23.143186 63.262592
33 2025-10-31 43.597123 23.035661 63.151961
34 2025-11-30 43.870912 24.496276 63.485281
14:18:39 - cmdstanpy - INFO - Chain [1] start processing 14:18:39 - cmdstanpy - INFO - Chain [1] done processing 14:18:39 - cmdstanpy - INFO - Chain [1] start processing 14:18:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 661:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.301708 36.667089 67.114275
31 2025-08-31 52.938279 36.408424 69.222017
32 2025-09-30 53.554316 37.449220 70.165609
33 2025-10-31 54.190887 38.755309 71.063687
34 2025-11-30 54.806924 39.242843 71.281577
Forecast for South America and Product 662:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.283537 13.615438 48.917111
31 2025-08-31 30.807226 12.229178 49.483094
32 2025-09-30 30.346280 12.966716 48.237908
33 2025-10-31 29.869970 10.293771 49.212721
34 2025-11-30 29.409024 10.936289 48.575392
14:18:39 - cmdstanpy - INFO - Chain [1] start processing 14:18:39 - cmdstanpy - INFO - Chain [1] done processing 14:18:39 - cmdstanpy - INFO - Chain [1] start processing 14:18:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 663:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.656161 26.022118 64.911640
31 2025-08-31 45.912887 24.369324 66.057568
32 2025-09-30 46.161331 26.408676 66.325113
33 2025-10-31 46.418057 26.565459 66.589302
34 2025-11-30 46.666502 26.244639 66.051121
Forecast for South America and Product 664:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.149849 12.579629 56.640894
31 2025-08-31 34.829250 12.696935 53.718871
32 2025-09-30 34.518993 12.835500 54.936580
33 2025-10-31 34.198394 12.541618 56.016863
34 2025-11-30 33.888137 12.013352 55.671668
14:18:39 - cmdstanpy - INFO - Chain [1] start processing 14:18:39 - cmdstanpy - INFO - Chain [1] done processing 14:18:39 - cmdstanpy - INFO - Chain [1] start processing 14:18:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 665:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.654573 22.816602 59.652468
31 2025-08-31 40.561066 22.971179 58.128587
32 2025-09-30 40.470576 24.249277 58.452650
33 2025-10-31 40.377069 23.480818 58.175802
34 2025-11-30 40.286578 22.925035 57.086123
Forecast for South America and Product 666:
ds yhat yhat_lower yhat_upper
29 2025-07-31 48.792329 31.404611 66.112324
30 2025-08-31 49.280314 32.111262 66.623464
31 2025-09-30 49.752557 33.433696 67.142332
32 2025-10-31 50.240542 33.534625 67.325522
33 2025-11-30 50.712785 33.802285 68.314274
14:18:40 - cmdstanpy - INFO - Chain [1] start processing 14:18:40 - cmdstanpy - INFO - Chain [1] done processing 14:18:40 - cmdstanpy - INFO - Chain [1] start processing 14:18:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 667:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.085764 25.294649 60.786040
31 2025-08-31 43.226235 25.481552 61.059008
32 2025-09-30 43.362175 26.554952 59.437821
33 2025-10-31 43.502646 27.265693 61.583609
34 2025-11-30 43.638586 26.604029 59.678460
Forecast for South America and Product 668:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.823709 15.994456 56.670053
31 2025-08-31 36.714430 16.622968 57.120242
32 2025-09-30 36.608676 16.549347 55.823707
33 2025-10-31 36.499397 15.103871 57.021905
34 2025-11-30 36.393643 16.603456 57.340647
14:18:40 - cmdstanpy - INFO - Chain [1] start processing 14:18:40 - cmdstanpy - INFO - Chain [1] done processing 14:18:40 - cmdstanpy - INFO - Chain [1] start processing 14:18:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 669:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.054964 37.112446 72.797165
31 2025-08-31 55.943938 38.656770 73.479373
32 2025-09-30 56.804234 40.387119 76.513878
33 2025-10-31 57.693208 40.814650 74.833109
34 2025-11-30 58.553505 39.459996 76.928273
Forecast for South America and Product 670:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.808772 18.561255 56.932485
31 2025-08-31 37.529499 18.515849 57.401861
32 2025-09-30 37.259234 18.265617 55.825593
33 2025-10-31 36.979961 19.215489 58.051481
34 2025-11-30 36.709696 19.590470 54.895923
14:18:40 - cmdstanpy - INFO - Chain [1] start processing 14:18:40 - cmdstanpy - INFO - Chain [1] done processing 14:18:41 - cmdstanpy - INFO - Chain [1] start processing 14:18:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 671:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.411631 10.493541 41.107736
31 2025-08-31 25.716192 10.914857 40.798896
32 2025-09-30 25.043186 9.625893 41.131845
33 2025-10-31 24.347746 8.118269 40.058337
34 2025-11-30 23.674741 7.480462 38.697630
Forecast for South America and Product 672:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.907667 26.668973 56.752266
31 2025-08-31 42.203630 27.814374 56.920294
32 2025-09-30 42.490046 28.214621 56.940101
33 2025-10-31 42.786010 29.137311 56.130472
34 2025-11-30 43.072426 29.743087 56.705644
14:18:41 - cmdstanpy - INFO - Chain [1] start processing 14:18:41 - cmdstanpy - INFO - Chain [1] done processing 14:18:41 - cmdstanpy - INFO - Chain [1] start processing 14:18:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 673:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.339031 4.882775 44.480864
31 2025-08-31 23.663001 5.340120 43.028324
32 2025-09-30 23.008779 2.565421 40.118610
33 2025-10-31 22.332749 1.927935 41.357332
34 2025-11-30 21.678527 2.431496 41.120135
Forecast for South America and Product 674:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.183928 9.208868 48.438077
31 2025-08-31 28.462156 7.443902 47.278399
32 2025-09-30 27.763668 7.705250 47.472342
33 2025-10-31 27.041896 8.044980 45.821085
34 2025-11-30 26.343408 7.500530 44.683462
14:18:41 - cmdstanpy - INFO - Chain [1] start processing 14:18:41 - cmdstanpy - INFO - Chain [1] done processing 14:18:41 - cmdstanpy - INFO - Chain [1] start processing 14:18:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 675:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.597552 9.544720 61.436688
31 2025-08-31 35.263171 8.816674 60.911629
32 2025-09-30 34.939576 7.886334 62.091518
33 2025-10-31 34.605194 7.460530 59.533606
34 2025-11-30 34.281599 9.903157 59.308003
Forecast for South America and Product 676:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.894906 28.167451 79.889559
31 2025-08-31 53.171516 26.623649 80.161034
32 2025-09-30 53.439203 25.943469 80.578861
33 2025-10-31 53.715813 27.263053 78.340471
34 2025-11-30 53.983501 27.291584 81.027123
14:18:41 - cmdstanpy - INFO - Chain [1] start processing 14:18:41 - cmdstanpy - INFO - Chain [1] done processing 14:18:42 - cmdstanpy - INFO - Chain [1] start processing 14:18:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 677:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.130693 27.279681 68.172663
31 2025-08-31 48.013988 27.167594 67.659591
32 2025-09-30 47.901047 28.626315 66.768190
33 2025-10-31 47.784342 29.149070 68.296864
34 2025-11-30 47.671402 28.955371 67.114871
14:18:42 - cmdstanpy - INFO - Chain [1] start processing 14:18:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 678:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.313550 35.875965 69.974111
31 2025-08-31 52.937125 34.603314 71.105966
32 2025-09-30 53.540586 34.867223 71.864183
33 2025-10-31 54.164162 35.898012 72.956337
34 2025-11-30 54.767622 37.052105 74.533992
Forecast for South America and Product 679:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.754950 17.955574 59.534252
31 2025-08-31 38.687739 17.744641 59.665512
32 2025-09-30 38.622696 16.658171 58.924619
33 2025-10-31 38.555485 16.606697 59.828444
34 2025-11-30 38.490443 16.062774 60.096481
14:18:42 - cmdstanpy - INFO - Chain [1] start processing 14:18:42 - cmdstanpy - INFO - Chain [1] done processing 14:18:42 - cmdstanpy - INFO - Chain [1] start processing 14:18:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 680:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.025314 27.698430 55.269690
31 2025-08-31 41.441585 26.906423 54.810193
32 2025-09-30 41.844428 28.080181 55.317655
33 2025-10-31 42.260699 28.325997 55.477238
34 2025-11-30 42.663542 29.111168 55.944814
Forecast for South America and Product 681:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.487831 31.264482 73.002385
31 2025-08-31 53.256233 32.053649 75.651881
32 2025-09-30 53.999848 32.562265 75.351129
33 2025-10-31 54.768249 34.066628 75.138450
34 2025-11-30 55.511864 33.561177 76.643644
14:18:42 - cmdstanpy - INFO - Chain [1] start processing 14:18:42 - cmdstanpy - INFO - Chain [1] done processing 14:18:43 - cmdstanpy - INFO - Chain [1] start processing 14:18:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 682:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.804780 18.275296 48.538083
31 2025-08-31 32.670923 18.074703 48.691508
32 2025-09-30 32.541385 17.179744 48.341586
33 2025-10-31 32.407529 17.235335 47.493684
34 2025-11-30 32.277990 16.069706 47.498319
Forecast for South America and Product 683:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.608040 7.420890 58.138635
31 2025-08-31 32.147938 4.725902 58.131005
32 2025-09-30 31.702679 8.051733 58.354167
33 2025-10-31 31.242577 4.720828 56.915125
34 2025-11-30 30.797317 4.630936 56.803965
14:18:43 - cmdstanpy - INFO - Chain [1] start processing 14:18:43 - cmdstanpy - INFO - Chain [1] done processing 14:18:43 - cmdstanpy - INFO - Chain [1] start processing 14:18:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 684:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.832206 16.149141 54.796122
31 2025-08-31 34.824884 15.090264 54.750565
32 2025-09-30 34.817798 16.829322 54.598839
33 2025-10-31 34.810476 14.677635 54.079055
34 2025-11-30 34.803391 14.323018 55.175466
14:18:43 - cmdstanpy - INFO - Chain [1] start processing 14:18:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 685:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.852607 23.448009 57.727851
31 2025-08-31 40.807550 22.243841 58.369013
32 2025-09-30 40.763945 23.853064 56.801096
33 2025-10-31 40.718888 23.068658 57.366014
34 2025-11-30 40.675284 24.968377 58.569337
Forecast for South America and Product 686:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.027508 21.730190 55.155158
31 2025-08-31 37.878167 20.058356 53.610299
32 2025-09-30 37.733643 20.800262 54.760825
33 2025-10-31 37.584302 21.895896 54.289825
34 2025-11-30 37.439779 21.686471 53.906422
14:18:43 - cmdstanpy - INFO - Chain [1] start processing 14:18:43 - cmdstanpy - INFO - Chain [1] done processing 14:18:44 - cmdstanpy - INFO - Chain [1] start processing 14:18:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 687:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.221060 29.891737 65.029469
31 2025-08-31 47.548539 28.284530 65.738544
32 2025-09-30 47.865453 29.362511 66.009301
33 2025-10-31 48.192932 30.417142 66.501479
34 2025-11-30 48.509847 29.786879 68.792847
Forecast for South America and Product 688:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.675532 25.281853 68.322960
31 2025-08-31 45.794767 25.379049 67.092078
32 2025-09-30 45.910155 24.802864 66.286215
33 2025-10-31 46.029389 23.407314 65.999516
34 2025-11-30 46.144777 24.106155 67.973285
14:18:44 - cmdstanpy - INFO - Chain [1] start processing 14:18:44 - cmdstanpy - INFO - Chain [1] done processing 14:18:44 - cmdstanpy - INFO - Chain [1] start processing 14:18:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 689:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.738086 23.742331 69.521491
31 2025-08-31 45.768447 22.517968 67.926974
32 2025-09-30 45.797829 21.236906 69.420091
33 2025-10-31 45.828191 23.526870 67.766507
34 2025-11-30 45.857573 24.708160 68.666492
Forecast for South America and Product 690:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.480559 13.489238 56.571588
31 2025-08-31 35.378152 12.080377 58.126043
32 2025-09-30 35.279048 15.475968 56.629466
33 2025-10-31 35.176641 12.804384 58.941291
34 2025-11-30 35.077537 12.692249 55.840886
14:18:44 - cmdstanpy - INFO - Chain [1] start processing 14:18:44 - cmdstanpy - INFO - Chain [1] done processing 14:18:44 - cmdstanpy - INFO - Chain [1] start processing 14:18:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 691:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.578066 18.580501 54.295628
31 2025-08-31 36.300331 17.492093 54.566808
32 2025-09-30 36.031556 18.648383 53.247426
33 2025-10-31 35.753822 17.858766 53.101169
34 2025-11-30 35.485047 18.094216 52.838350
Forecast for South America and Product 692:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.657395 20.809808 58.763371
31 2025-08-31 39.670209 21.683272 58.801098
32 2025-09-30 39.682611 20.591207 58.647054
33 2025-10-31 39.695426 20.418742 59.015578
34 2025-11-30 39.707827 19.568936 60.590219
14:18:44 - cmdstanpy - INFO - Chain [1] start processing 14:18:45 - cmdstanpy - INFO - Chain [1] done processing 14:18:45 - cmdstanpy - INFO - Chain [1] start processing 14:18:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 693:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.477285 11.723039 54.116146
31 2025-08-31 32.088232 11.473020 52.693109
32 2025-09-30 31.711730 9.991760 53.891586
33 2025-10-31 31.322678 10.239774 53.306786
34 2025-11-30 30.946176 9.485778 50.478700
Forecast for South America and Product 694:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.091521 32.870393 69.306276
31 2025-08-31 51.560190 32.672502 69.924419
32 2025-09-30 52.013741 32.822938 71.312869
33 2025-10-31 52.482410 32.384830 71.015299
34 2025-11-30 52.935961 34.366930 70.806431
14:18:45 - cmdstanpy - INFO - Chain [1] start processing 14:18:45 - cmdstanpy - INFO - Chain [1] done processing 14:18:45 - cmdstanpy - INFO - Chain [1] start processing 14:18:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 695:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.885918 17.288445 63.764581
31 2025-08-31 40.942894 17.847159 64.717456
32 2025-09-30 40.998033 18.988758 63.436962
33 2025-10-31 41.055010 18.054802 63.569893
34 2025-11-30 41.110149 19.313629 64.981869
Forecast for South America and Product 696:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.927058 16.965999 67.140132
31 2025-08-31 41.830939 17.284122 67.685622
32 2025-09-30 41.737920 16.135438 66.617418
33 2025-10-31 41.641801 16.880963 65.104370
34 2025-11-30 41.548783 16.004596 66.503522
14:18:45 - cmdstanpy - INFO - Chain [1] start processing 14:18:45 - cmdstanpy - INFO - Chain [1] done processing 14:18:45 - cmdstanpy - INFO - Chain [1] start processing 14:18:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 697:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.557957 30.232542 69.754730
31 2025-08-31 50.038957 29.017514 69.387905
32 2025-09-30 50.504440 29.230087 69.999244
33 2025-10-31 50.985439 30.194491 71.234305
34 2025-11-30 51.450922 30.454814 71.840563
Forecast for South America and Product 698:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.478766 8.894282 49.347192
31 2025-08-31 28.936011 9.457596 49.531341
32 2025-09-30 28.410763 9.112091 48.534295
33 2025-10-31 27.868008 9.783507 47.914426
34 2025-11-30 27.342761 7.642143 49.399620
14:18:46 - cmdstanpy - INFO - Chain [1] start processing 14:18:46 - cmdstanpy - INFO - Chain [1] done processing 14:18:46 - cmdstanpy - INFO - Chain [1] start processing 14:18:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 699:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.063847 13.110977 56.178515
31 2025-08-31 34.486163 13.360660 56.008285
32 2025-09-30 33.927114 11.028811 54.262777
33 2025-10-31 33.349430 12.984177 55.478842
34 2025-11-30 32.790381 10.279575 54.358055
Forecast for South America and Product 700:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.221880 11.468350 49.672917
31 2025-08-31 30.912033 12.508339 50.416662
32 2025-09-30 30.612181 11.853890 48.824091
33 2025-10-31 30.302335 11.539224 47.333949
34 2025-11-30 30.002483 12.003304 48.659821
14:18:46 - cmdstanpy - INFO - Chain [1] start processing 14:18:46 - cmdstanpy - INFO - Chain [1] done processing 14:18:46 - cmdstanpy - INFO - Chain [1] start processing 14:18:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 701:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.894268 4.027746 47.666446
31 2025-08-31 24.160123 3.670411 46.341869
32 2025-09-30 23.449659 4.029832 44.391664
33 2025-10-31 22.715514 -0.158188 43.467345
34 2025-11-30 22.005051 -1.081864 41.364121
Forecast for South America and Product 702:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.037516 13.277418 51.434379
31 2025-08-31 31.548737 12.938048 51.200508
32 2025-09-30 31.075725 13.360884 49.457837
33 2025-10-31 30.586947 10.400398 51.121839
34 2025-11-30 30.113935 10.760528 50.744349
14:18:46 - cmdstanpy - INFO - Chain [1] start processing 14:18:46 - cmdstanpy - INFO - Chain [1] done processing 14:18:47 - cmdstanpy - INFO - Chain [1] start processing 14:18:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 703:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.062443 12.046948 52.814286
31 2025-08-31 32.719665 13.373365 53.478614
32 2025-09-30 32.387944 10.133011 52.743088
33 2025-10-31 32.045166 11.609060 53.216111
34 2025-11-30 31.713445 10.984562 51.942502
14:18:47 - cmdstanpy - INFO - Chain [1] start processing 14:18:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 704:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.176839 24.765394 63.238353
31 2025-08-31 44.506390 24.281957 64.927839
32 2025-09-30 44.825311 24.227008 65.424468
33 2025-10-31 45.154862 25.573773 66.088019
34 2025-11-30 45.473782 25.390345 65.292257
Forecast for South America and Product 705:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.786997 19.982558 60.310261
31 2025-08-31 41.063772 19.687739 64.626034
32 2025-09-30 41.331619 18.755362 63.810757
33 2025-10-31 41.608394 18.880789 64.409906
34 2025-11-30 41.876240 20.702834 63.426540
14:18:47 - cmdstanpy - INFO - Chain [1] start processing 14:18:47 - cmdstanpy - INFO - Chain [1] done processing 14:18:47 - cmdstanpy - INFO - Chain [1] start processing 14:18:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 706:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.212914 17.770973 49.015757
31 2025-08-31 34.138923 18.322045 49.397254
32 2025-09-30 34.067318 16.287293 51.424545
33 2025-10-31 33.993327 19.406419 49.718561
34 2025-11-30 33.921722 16.290554 50.070311
Forecast for South America and Product 707:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.012065 16.731051 50.252157
31 2025-08-31 32.826460 15.965264 52.407593
32 2025-09-30 32.646842 14.435417 50.696943
33 2025-10-31 32.461236 13.521472 49.022039
34 2025-11-30 32.281619 14.195460 50.998361
14:18:47 - cmdstanpy - INFO - Chain [1] start processing 14:18:47 - cmdstanpy - INFO - Chain [1] done processing 14:18:48 - cmdstanpy - INFO - Chain [1] start processing 14:18:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 708:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.398699 22.230957 67.009230
31 2025-08-31 43.428684 20.825124 66.884168
32 2025-09-30 43.457701 22.958363 68.243579
33 2025-10-31 43.487685 20.787657 67.346309
34 2025-11-30 43.516702 19.923672 66.872100
Forecast for South America and Product 709:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.007687 19.391510 62.112134
31 2025-08-31 40.803484 19.650874 61.790624
32 2025-09-30 40.605869 18.536407 60.511484
33 2025-10-31 40.401666 20.664537 61.097838
34 2025-11-30 40.204050 19.202965 60.354134
14:18:48 - cmdstanpy - INFO - Chain [1] start processing 14:18:48 - cmdstanpy - INFO - Chain [1] done processing 14:18:48 - cmdstanpy - INFO - Chain [1] start processing 14:18:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 710:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.966314 22.180088 58.602798
31 2025-08-31 41.043863 22.741014 60.423107
32 2025-09-30 41.118912 22.688098 60.461780
33 2025-10-31 41.196461 22.999031 59.009060
34 2025-11-30 41.271510 22.117557 60.578459
Forecast for South America and Product 711:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.035008 14.441216 48.850806
31 2025-08-31 30.337974 14.420436 47.731294
32 2025-09-30 29.663425 13.866088 46.701329
33 2025-10-31 28.966391 11.418930 46.831071
34 2025-11-30 28.291843 11.604794 45.073297
14:18:48 - cmdstanpy - INFO - Chain [1] start processing 14:18:48 - cmdstanpy - INFO - Chain [1] done processing 14:18:48 - cmdstanpy - INFO - Chain [1] start processing 14:18:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 712:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.408465 22.064136 65.971002
31 2025-08-31 43.402607 20.752065 65.290112
32 2025-09-30 43.396937 20.551500 67.217554
33 2025-10-31 43.391078 21.489804 65.384916
34 2025-11-30 43.385409 20.230520 65.750397
Forecast for South America and Product 713:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.862157 7.919773 55.826905
31 2025-08-31 31.258214 10.144311 55.324448
32 2025-09-30 30.673754 8.603899 52.874763
33 2025-10-31 30.069812 7.895784 53.692604
34 2025-11-30 29.485351 5.402600 52.449227
14:18:48 - cmdstanpy - INFO - Chain [1] start processing 14:18:48 - cmdstanpy - INFO - Chain [1] done processing 14:18:49 - cmdstanpy - INFO - Chain [1] start processing 14:18:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 714:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.562824 33.233815 73.168771
31 2025-08-31 54.395740 34.394556 74.966639
32 2025-09-30 55.201788 33.581137 74.086061
33 2025-10-31 56.034704 35.193974 75.587992
34 2025-11-30 56.840752 38.493228 77.055786
Forecast for South America and Product 715:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.448477 20.653212 61.319199
31 2025-08-31 40.644422 18.897874 61.385898
32 2025-09-30 40.834047 19.760213 62.492927
33 2025-10-31 41.029993 20.740368 62.071935
34 2025-11-30 41.219618 20.364891 63.011665
14:18:49 - cmdstanpy - INFO - Chain [1] start processing 14:18:49 - cmdstanpy - INFO - Chain [1] done processing 14:18:49 - cmdstanpy - INFO - Chain [1] start processing 14:18:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 716:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.043472 15.211550 43.264557
31 2025-08-31 28.314181 13.780557 42.996647
32 2025-09-30 27.608414 13.896748 42.292877
33 2025-10-31 26.879122 11.802267 40.739387
34 2025-11-30 26.173356 11.738474 39.663589
Forecast for South America and Product 717:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.593424 14.269945 51.460538
31 2025-08-31 33.247895 13.444757 52.428060
32 2025-09-30 32.913511 15.063909 50.863405
33 2025-10-31 32.567982 13.765827 51.081239
34 2025-11-30 32.233598 14.947603 51.454937
14:18:49 - cmdstanpy - INFO - Chain [1] start processing 14:18:49 - cmdstanpy - INFO - Chain [1] done processing 14:18:49 - cmdstanpy - INFO - Chain [1] start processing 14:18:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 718:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.985566 30.328613 51.366261
31 2025-08-31 41.132251 30.903846 51.178395
32 2025-09-30 41.274203 31.600439 52.685878
33 2025-10-31 41.420887 31.584921 52.666346
34 2025-11-30 41.562840 31.018957 51.630885
Forecast for South America and Product 719:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.549711 12.158716 60.740089
31 2025-08-31 35.376087 11.688195 60.068711
32 2025-09-30 35.208064 8.506619 59.381874
33 2025-10-31 35.034439 8.556614 58.659813
34 2025-11-30 34.866416 10.047602 58.688548
14:18:49 - cmdstanpy - INFO - Chain [1] start processing 14:18:49 - cmdstanpy - INFO - Chain [1] done processing 14:18:50 - cmdstanpy - INFO - Chain [1] start processing 14:18:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 720:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.561980 11.879960 53.998032
31 2025-08-31 32.166936 10.929253 52.864257
32 2025-09-30 31.784636 12.247953 52.421535
33 2025-10-31 31.389592 10.001706 53.396752
34 2025-11-30 31.007292 10.125725 52.023442
Forecast for South America and Product 721:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.593548 15.565114 61.830142
31 2025-08-31 37.490330 14.292646 61.060666
32 2025-09-30 37.390441 15.274032 58.673374
33 2025-10-31 37.287222 14.690951 60.646141
34 2025-11-30 37.187333 15.388821 58.476100
14:18:50 - cmdstanpy - INFO - Chain [1] start processing 14:18:50 - cmdstanpy - INFO - Chain [1] done processing 14:18:50 - cmdstanpy - INFO - Chain [1] start processing 14:18:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 722:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.232223 26.283762 61.401635
31 2025-08-31 43.406074 25.432954 60.070778
32 2025-09-30 43.574318 26.467737 62.463280
33 2025-10-31 43.748169 25.547225 60.653014
34 2025-11-30 43.916412 26.094178 61.734086
Forecast for South America and Product 723:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.940145 13.152613 56.888362
31 2025-08-31 33.362109 9.493294 53.259303
32 2025-09-30 32.802719 11.359352 56.522798
33 2025-10-31 32.224684 9.680223 54.824165
34 2025-11-30 31.665294 9.503580 55.201117
14:18:50 - cmdstanpy - INFO - Chain [1] start processing 14:18:50 - cmdstanpy - INFO - Chain [1] done processing 14:18:50 - cmdstanpy - INFO - Chain [1] start processing 14:18:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 724:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.509539 16.788795 52.756361
31 2025-08-31 34.473988 16.482886 52.663007
32 2025-09-30 34.439583 16.748015 52.065819
33 2025-10-31 34.404032 15.355868 51.860159
34 2025-11-30 34.369628 16.963117 52.631731
14:18:51 - cmdstanpy - INFO - Chain [1] start processing 14:18:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 725:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.265576 17.036365 53.581227
31 2025-08-31 36.178677 17.963385 54.994619
32 2025-09-30 36.094581 17.444834 53.789496
33 2025-10-31 36.007682 15.952019 53.377374
34 2025-11-30 35.923586 17.306046 53.183554
Forecast for South America and Product 726:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.847649 17.033899 64.484308
31 2025-08-31 40.816451 17.950921 64.503554
32 2025-09-30 40.786260 18.112323 65.933908
33 2025-10-31 40.755062 15.549400 63.745673
34 2025-11-30 40.724870 16.702496 67.142488
14:18:51 - cmdstanpy - INFO - Chain [1] start processing 14:18:51 - cmdstanpy - INFO - Chain [1] done processing 14:18:51 - cmdstanpy - INFO - Chain [1] start processing 14:18:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 727:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.251004 23.386237 67.852772
31 2025-08-31 45.633633 24.030451 67.321485
32 2025-09-30 46.003920 24.202939 67.230579
33 2025-10-31 46.386549 24.256041 70.339263
34 2025-11-30 46.756836 24.524127 67.810244
Forecast for South America and Product 728:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.998673 30.522905 73.957244
31 2025-08-31 52.626999 30.344570 73.061898
32 2025-09-30 53.235056 30.202736 74.356938
33 2025-10-31 53.863382 32.772377 75.581423
34 2025-11-30 54.471440 33.409101 77.405651
14:18:51 - cmdstanpy - INFO - Chain [1] start processing 14:18:51 - cmdstanpy - INFO - Chain [1] done processing 14:18:51 - cmdstanpy - INFO - Chain [1] start processing 14:18:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 729:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.756533 29.900173 64.492769
31 2025-08-31 48.277281 31.712758 66.012094
32 2025-09-30 48.781231 30.518833 66.044646
33 2025-10-31 49.301979 32.179068 66.482721
34 2025-11-30 49.805929 32.784841 67.143132
Forecast for South America and Product 730:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.569453 33.993913 77.876182
31 2025-08-31 57.073905 35.903603 80.137801
32 2025-09-30 57.562084 37.545831 78.380886
33 2025-10-31 58.066536 35.935880 79.672430
34 2025-11-30 58.554715 35.936324 80.403265
14:18:51 - cmdstanpy - INFO - Chain [1] start processing 14:18:51 - cmdstanpy - INFO - Chain [1] done processing 14:18:52 - cmdstanpy - INFO - Chain [1] start processing 14:18:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 731:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.088041 26.736059 55.922110
31 2025-08-31 42.566590 27.619907 56.823923
32 2025-09-30 43.029702 28.059341 58.626033
33 2025-10-31 43.508252 28.874907 57.737611
34 2025-11-30 43.971364 28.999964 59.388711
Forecast for South America and Product 732:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.200974 24.354783 59.592069
31 2025-08-31 43.368557 25.607505 61.023038
32 2025-09-30 43.530735 25.055851 62.182041
33 2025-10-31 43.698318 25.949508 62.772795
34 2025-11-30 43.860495 26.396124 61.624499
14:18:52 - cmdstanpy - INFO - Chain [1] start processing 14:18:52 - cmdstanpy - INFO - Chain [1] done processing 14:18:52 - cmdstanpy - INFO - Chain [1] start processing 14:18:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 733:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.611078 13.080101 54.441155
31 2025-08-31 34.257204 14.979676 54.554339
32 2025-09-30 33.914746 13.538948 54.075854
33 2025-10-31 33.560872 12.939945 53.295469
34 2025-11-30 33.218413 13.848152 53.293599
Forecast for South America and Product 734:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.129069 21.282502 62.815790
31 2025-08-31 44.662986 25.031931 65.921210
32 2025-09-30 45.179680 24.483239 66.634610
33 2025-10-31 45.713598 25.191521 65.905018
34 2025-11-30 46.230292 26.289755 67.936523
14:18:52 - cmdstanpy - INFO - Chain [1] start processing 14:18:52 - cmdstanpy - INFO - Chain [1] done processing 14:18:52 - cmdstanpy - INFO - Chain [1] start processing 14:18:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 735:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.301650 8.284413 55.080045
31 2025-08-31 31.895473 8.651802 56.398139
32 2025-09-30 31.502399 6.885378 54.905564
33 2025-10-31 31.096222 9.291609 53.961453
34 2025-11-30 30.703147 7.616907 51.502845
Forecast for South America and Product 736:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.964734 17.520442 58.766310
31 2025-08-31 38.974668 17.334157 60.266373
32 2025-09-30 38.984281 16.516777 61.545423
33 2025-10-31 38.994215 16.550137 60.550197
34 2025-11-30 39.003829 17.716941 59.614118
14:18:53 - cmdstanpy - INFO - Chain [1] start processing 14:18:53 - cmdstanpy - INFO - Chain [1] done processing 14:18:53 - cmdstanpy - INFO - Chain [1] start processing 14:18:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 737:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.501628 2.033577 36.760624
31 2025-08-31 18.407853 1.921500 34.956016
32 2025-09-30 17.349361 0.210885 34.720260
33 2025-10-31 16.255587 -0.471813 32.035194
34 2025-11-30 15.197095 -0.921904 32.317302
Forecast for South America and Product 738:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.527725 34.718983 80.727263
31 2025-08-31 59.505828 36.884741 81.600108
32 2025-09-30 60.452380 36.345497 83.169948
33 2025-10-31 61.430483 38.260969 85.957739
34 2025-11-30 62.377034 39.059934 86.878697
14:18:53 - cmdstanpy - INFO - Chain [1] start processing 14:18:53 - cmdstanpy - INFO - Chain [1] done processing 14:18:53 - cmdstanpy - INFO - Chain [1] start processing 14:18:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 739:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.729095 24.085935 60.197796
31 2025-08-31 42.007732 23.523937 59.949899
32 2025-09-30 42.277380 24.598701 60.140863
33 2025-10-31 42.556017 23.765734 60.674588
34 2025-11-30 42.825666 25.150554 61.707608
Forecast for South America and Product 740:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.654232 14.784538 57.263084
31 2025-08-31 35.165081 14.181328 55.629679
32 2025-09-30 34.691710 14.037060 55.976784
33 2025-10-31 34.202559 14.063823 55.677102
34 2025-11-30 33.729188 13.067977 54.160721
14:18:53 - cmdstanpy - INFO - Chain [1] start processing 14:18:53 - cmdstanpy - INFO - Chain [1] done processing 14:18:53 - cmdstanpy - INFO - Chain [1] start processing 14:18:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 741:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.501014 -0.172543 46.986601
31 2025-08-31 22.546631 -1.970140 45.212237
32 2025-09-30 21.623035 -3.657163 47.238277
33 2025-10-31 20.668653 -5.260520 45.022010
34 2025-11-30 19.745057 -3.140705 43.360228
Forecast for South America and Product 742:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.236180 15.260763 46.183620
31 2025-08-31 30.927413 15.491532 46.085249
32 2025-09-30 30.628607 14.998600 45.108085
33 2025-10-31 30.319840 15.063538 45.050624
34 2025-11-30 30.021033 15.437938 45.561148
14:18:54 - cmdstanpy - INFO - Chain [1] start processing 14:18:54 - cmdstanpy - INFO - Chain [1] done processing 14:18:54 - cmdstanpy - INFO - Chain [1] start processing 14:18:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 743:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.684745 28.669948 59.340926
31 2025-08-31 43.968626 28.051468 59.241106
32 2025-09-30 44.243349 28.636691 60.660813
33 2025-10-31 44.527230 28.556479 60.447884
34 2025-11-30 44.801954 27.745424 60.566757
Forecast for South America and Product 744:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.912638 13.244782 59.043805
31 2025-08-31 35.611519 10.926146 57.885591
32 2025-09-30 35.320114 11.779161 57.643636
33 2025-10-31 35.018995 13.522885 58.536527
34 2025-11-30 34.727590 13.380657 59.215625
14:18:54 - cmdstanpy - INFO - Chain [1] start processing 14:18:54 - cmdstanpy - INFO - Chain [1] done processing 14:18:54 - cmdstanpy - INFO - Chain [1] start processing 14:18:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 745:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.156736 29.983612 64.695038
31 2025-08-31 47.438338 30.074934 64.181534
32 2025-09-30 47.710855 29.454257 63.745505
33 2025-10-31 47.992456 31.257247 66.105184
34 2025-11-30 48.264974 31.510023 66.205155
Forecast for South America and Product 746:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.746379 13.490903 44.202192
31 2025-08-31 28.255148 12.220818 43.136969
32 2025-09-30 27.779762 12.321860 42.936916
33 2025-10-31 27.288531 12.407756 43.425736
34 2025-11-30 26.813146 11.635581 41.984598
14:18:54 - cmdstanpy - INFO - Chain [1] start processing 14:18:54 - cmdstanpy - INFO - Chain [1] done processing 14:18:54 - cmdstanpy - INFO - Chain [1] start processing 14:18:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 747:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.816554 29.821272 78.472890
31 2025-08-31 54.357483 27.408966 79.922730
32 2025-09-30 54.880962 30.165724 80.412914
33 2025-10-31 55.421891 30.505031 80.005622
34 2025-11-30 55.945371 31.296949 80.315364
Forecast for South America and Product 748:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.504764 13.769696 67.706032
31 2025-08-31 39.511677 12.023350 65.303268
32 2025-09-30 39.518367 15.291090 63.339699
33 2025-10-31 39.525280 12.590221 64.967585
34 2025-11-30 39.531969 12.265303 65.859044
14:18:55 - cmdstanpy - INFO - Chain [1] start processing 14:18:55 - cmdstanpy - INFO - Chain [1] done processing 14:18:55 - cmdstanpy - INFO - Chain [1] start processing 14:18:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 749:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.090418 16.384438 50.440983
31 2025-08-31 33.822888 17.276725 51.162592
32 2025-09-30 33.563988 16.583599 49.703919
33 2025-10-31 33.296459 16.524349 50.473345
34 2025-11-30 33.037559 15.295805 50.004896
Forecast for South America and Product 750:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.705020 19.661141 49.560228
31 2025-08-31 34.492839 19.673761 50.677192
32 2025-09-30 34.287503 19.721608 49.799930
33 2025-10-31 34.075322 19.965579 48.833681
34 2025-11-30 33.869985 18.765903 49.994365
14:18:55 - cmdstanpy - INFO - Chain [1] start processing 14:18:55 - cmdstanpy - INFO - Chain [1] done processing 14:18:55 - cmdstanpy - INFO - Chain [1] start processing 14:18:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 751:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.387505 17.554067 53.965913
31 2025-08-31 34.478188 15.137089 53.959669
32 2025-09-30 34.565946 16.194868 53.225188
33 2025-10-31 34.656629 17.369210 53.780484
34 2025-11-30 34.744386 15.594821 52.945295
Forecast for South America and Product 752:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.842196 10.132561 42.459057
31 2025-08-31 26.318331 9.884082 41.758242
32 2025-09-30 25.811365 9.344032 41.486647
33 2025-10-31 25.287500 9.140965 40.433120
34 2025-11-30 24.780533 8.293096 41.092835
14:18:55 - cmdstanpy - INFO - Chain [1] start processing 14:18:55 - cmdstanpy - INFO - Chain [1] done processing 14:18:56 - cmdstanpy - INFO - Chain [1] start processing 14:18:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 753:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.995671 27.331494 74.621844
31 2025-08-31 50.521778 26.964207 72.983100
32 2025-09-30 51.030914 25.495414 75.951712
33 2025-10-31 51.557020 27.788490 74.064866
34 2025-11-30 52.066156 29.756391 76.183399
Forecast for South America and Product 754:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.296335 17.145737 54.995626
31 2025-08-31 35.906267 16.907128 53.582370
32 2025-09-30 35.528782 16.291995 54.226654
33 2025-10-31 35.138715 15.090705 54.072710
34 2025-11-30 34.761230 15.280851 54.090357
14:18:56 - cmdstanpy - INFO - Chain [1] start processing 14:18:56 - cmdstanpy - INFO - Chain [1] done processing 14:18:56 - cmdstanpy - INFO - Chain [1] start processing 14:18:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 755:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.253093 20.441348 61.325387
31 2025-08-31 40.648871 19.099881 60.188887
32 2025-09-30 41.031882 20.477777 62.303061
33 2025-10-31 41.427659 21.833626 61.646344
34 2025-11-30 41.810670 21.240590 62.494704
Forecast for South America and Product 756:
ds yhat yhat_lower yhat_upper
30 2025-07-31 59.587138 42.556768 77.944440
31 2025-08-31 60.431947 43.999416 76.865556
32 2025-09-30 61.249504 44.741192 78.992398
33 2025-10-31 62.094313 44.131355 80.610617
34 2025-11-30 62.911871 45.551594 79.522436
14:18:56 - cmdstanpy - INFO - Chain [1] start processing 14:18:56 - cmdstanpy - INFO - Chain [1] done processing 14:18:56 - cmdstanpy - INFO - Chain [1] start processing 14:18:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 757:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.079252 19.305781 66.227038
31 2025-08-31 43.104309 19.761004 65.627910
32 2025-09-30 43.128559 21.187514 66.606936
33 2025-10-31 43.153617 21.791172 66.082661
34 2025-11-30 43.177866 20.544534 66.074179
Forecast for South America and Product 758:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.414030 23.336263 67.318122
31 2025-08-31 45.485285 22.576053 65.690338
32 2025-09-30 45.554241 24.247324 66.226080
33 2025-10-31 45.625496 25.609237 67.086807
34 2025-11-30 45.694452 24.805535 67.552907
14:18:56 - cmdstanpy - INFO - Chain [1] start processing 14:18:57 - cmdstanpy - INFO - Chain [1] done processing 14:18:57 - cmdstanpy - INFO - Chain [1] start processing 14:18:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 759:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.659919 18.371217 48.517827
31 2025-08-31 33.488299 18.603796 49.811500
32 2025-09-30 33.322215 18.299822 48.976896
33 2025-10-31 33.150595 17.383823 49.696150
34 2025-11-30 32.984511 17.108869 49.691290
Forecast for South America and Product 760:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.111997 23.289475 72.924529
31 2025-08-31 47.355582 21.290121 71.002854
32 2025-09-30 47.591309 22.439553 70.456258
33 2025-10-31 47.834894 25.182984 72.816417
34 2025-11-30 48.070621 23.456201 73.176592
14:18:57 - cmdstanpy - INFO - Chain [1] start processing 14:18:57 - cmdstanpy - INFO - Chain [1] done processing 14:18:57 - cmdstanpy - INFO - Chain [1] start processing 14:18:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 761:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.485298 14.241232 51.751736
31 2025-08-31 33.162057 15.512888 51.571253
32 2025-09-30 32.849244 14.023105 50.540140
33 2025-10-31 32.526003 13.022597 50.819025
34 2025-11-30 32.213189 12.490836 51.184759
Forecast for South America and Product 762:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.869797 31.814920 72.492565
31 2025-08-31 52.736798 33.457875 72.861912
32 2025-09-30 53.575832 32.332737 74.265785
33 2025-10-31 54.442834 34.590654 73.815925
34 2025-11-30 55.281868 35.572333 77.380735
14:18:57 - cmdstanpy - INFO - Chain [1] start processing 14:18:57 - cmdstanpy - INFO - Chain [1] done processing 14:18:57 - cmdstanpy - INFO - Chain [1] start processing 14:18:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 763:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.537792 13.726436 54.469338
31 2025-08-31 34.465541 13.322620 54.637398
32 2025-09-30 34.395621 13.791434 55.623389
33 2025-10-31 34.323371 13.878070 55.803791
34 2025-11-30 34.253451 13.760417 55.513237
Forecast for South America and Product 764:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.897930 8.711906 53.044308
31 2025-08-31 30.208937 7.348859 53.755299
32 2025-09-30 29.542170 7.391463 51.573965
33 2025-10-31 28.853176 5.665028 49.662489
34 2025-11-30 28.186409 6.847491 50.617285
14:18:58 - cmdstanpy - INFO - Chain [1] start processing 14:18:58 - cmdstanpy - INFO - Chain [1] done processing 14:18:58 - cmdstanpy - INFO - Chain [1] start processing 14:18:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 765:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.249094 25.705597 46.653206
31 2025-08-31 36.278834 26.204693 46.406075
32 2025-09-30 36.307615 26.075873 47.211653
33 2025-10-31 36.337355 26.125314 46.995552
34 2025-11-30 36.366136 25.997776 46.670966
Forecast for South America and Product 766:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.451131 24.533183 58.525816
31 2025-08-31 41.554127 25.908476 57.517998
32 2025-09-30 41.653801 26.131375 57.733900
33 2025-10-31 41.756798 24.627189 57.894054
34 2025-11-30 41.856472 24.601758 58.242049
14:18:58 - cmdstanpy - INFO - Chain [1] start processing 14:18:58 - cmdstanpy - INFO - Chain [1] done processing 14:18:58 - cmdstanpy - INFO - Chain [1] start processing 14:18:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 767:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.055977 16.381188 65.980330
31 2025-08-31 41.739953 17.245457 65.432972
32 2025-09-30 41.434123 17.487966 67.516417
33 2025-10-31 41.118099 16.022707 64.714570
34 2025-11-30 40.812269 17.950932 67.423815
Forecast for South America and Product 768:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.192087 24.454012 61.204225
31 2025-08-31 44.632398 27.194672 63.122552
32 2025-09-30 45.058505 25.747129 64.201956
33 2025-10-31 45.498816 26.061561 64.449606
34 2025-11-30 45.924924 27.003075 64.002014
14:18:58 - cmdstanpy - INFO - Chain [1] start processing 14:18:58 - cmdstanpy - INFO - Chain [1] done processing 14:18:58 - cmdstanpy - INFO - Chain [1] start processing 14:18:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 769:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.017899 2.003335 40.539650
31 2025-08-31 20.097747 1.634801 38.992623
32 2025-09-30 19.207276 0.275832 37.912354
33 2025-10-31 18.287124 -1.515088 37.361097
34 2025-11-30 17.396654 -1.351318 38.094462
Forecast for South America and Product 770:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.296379 30.013932 76.830665
31 2025-08-31 53.676785 31.830099 76.555421
32 2025-09-30 54.044919 33.227242 77.755220
33 2025-10-31 54.425325 31.866351 77.826125
34 2025-11-30 54.793460 31.934291 77.465459
14:18:59 - cmdstanpy - INFO - Chain [1] start processing 14:18:59 - cmdstanpy - INFO - Chain [1] done processing 14:18:59 - cmdstanpy - INFO - Chain [1] start processing 14:18:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 771:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.998620 6.957755 38.610428
31 2025-08-31 22.269721 6.686004 37.879351
32 2025-09-30 21.564334 7.197514 36.741848
33 2025-10-31 20.835434 4.983872 36.821330
34 2025-11-30 20.130047 4.397718 35.410272
Forecast for South America and Product 772:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.571894 15.799867 54.496883
31 2025-08-31 35.264906 15.169517 54.500988
32 2025-09-30 34.967820 15.674975 54.728581
33 2025-10-31 34.660832 15.740383 54.053983
34 2025-11-30 34.363746 14.020589 53.618639
14:18:59 - cmdstanpy - INFO - Chain [1] start processing 14:18:59 - cmdstanpy - INFO - Chain [1] done processing 14:18:59 - cmdstanpy - INFO - Chain [1] start processing 14:18:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 773:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.055459 22.782692 60.972563
31 2025-08-31 41.086873 21.058843 59.986608
32 2025-09-30 41.117273 22.230617 59.405000
33 2025-10-31 41.148686 21.166068 61.739739
34 2025-11-30 41.179086 21.036373 59.680175
Forecast for South America and Product 774:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.641461 17.247773 60.981055
31 2025-08-31 38.317811 15.360354 61.611017
32 2025-09-30 38.004602 15.849014 60.168325
33 2025-10-31 37.680951 13.586888 59.927167
34 2025-11-30 37.367742 12.803379 60.282050
14:18:59 - cmdstanpy - INFO - Chain [1] start processing 14:18:59 - cmdstanpy - INFO - Chain [1] done processing 14:19:00 - cmdstanpy - INFO - Chain [1] start processing 14:19:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 775:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.310195 16.545608 46.902120
31 2025-08-31 30.716971 15.864874 45.311177
32 2025-09-30 30.142883 14.662842 46.274418
33 2025-10-31 29.549659 14.645505 45.016584
34 2025-11-30 28.975572 13.535409 45.189792
Forecast for South America and Product 776:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.363506 15.493845 50.925459
31 2025-08-31 33.138274 14.958205 49.552661
32 2025-09-30 32.920308 16.445004 50.402691
33 2025-10-31 32.695075 15.289041 50.186096
34 2025-11-30 32.477109 16.083810 49.814509
14:19:00 - cmdstanpy - INFO - Chain [1] start processing 14:19:00 - cmdstanpy - INFO - Chain [1] done processing 14:19:00 - cmdstanpy - INFO - Chain [1] start processing 14:19:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 777:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.849325 33.419205 67.424212
31 2025-08-31 51.164428 34.515816 69.575647
32 2025-09-30 51.469366 34.808966 68.135367
33 2025-10-31 51.784469 34.694626 68.755461
34 2025-11-30 52.089408 34.488596 68.796910
Forecast for South America and Product 778:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.076313 13.923837 53.221226
31 2025-08-31 32.746483 14.102750 53.053199
32 2025-09-30 32.427292 13.958821 50.892025
33 2025-10-31 32.097462 12.840759 50.625388
34 2025-11-30 31.778272 12.272676 52.196456
14:19:00 - cmdstanpy - INFO - Chain [1] start processing 14:19:00 - cmdstanpy - INFO - Chain [1] done processing 14:19:00 - cmdstanpy - INFO - Chain [1] start processing 14:19:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 779:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.655499 19.069651 60.369273
31 2025-08-31 39.552405 19.224975 60.470484
32 2025-09-30 39.452637 18.063333 57.731730
33 2025-10-31 39.349543 17.694707 60.628101
34 2025-11-30 39.249774 17.165207 59.869968
Forecast for South America and Product 780:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.969090 32.156962 72.639987
31 2025-08-31 53.427152 33.504787 73.311569
32 2025-09-30 53.870437 32.729398 72.758444
33 2025-10-31 54.328499 34.450014 75.387804
34 2025-11-30 54.771785 35.056061 75.800480
14:19:00 - cmdstanpy - INFO - Chain [1] start processing 14:19:01 - cmdstanpy - INFO - Chain [1] done processing 14:19:01 - cmdstanpy - INFO - Chain [1] start processing 14:19:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 781:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.802472 13.997511 45.877610
31 2025-08-31 29.311505 11.981957 45.993825
32 2025-09-30 28.836376 12.291729 44.864859
33 2025-10-31 28.345409 12.855239 45.328518
34 2025-11-30 27.870280 12.167453 43.648456
Forecast for South America and Product 782:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.362384 1.283165 49.942832
31 2025-08-31 25.698932 1.495569 50.052420
32 2025-09-30 25.056881 1.654862 46.745934
33 2025-10-31 24.393429 -1.257551 46.421085
34 2025-11-30 23.751379 0.795988 47.949323
14:19:01 - cmdstanpy - INFO - Chain [1] start processing 14:19:01 - cmdstanpy - INFO - Chain [1] done processing 14:19:01 - cmdstanpy - INFO - Chain [1] start processing 14:19:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 783:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.582286 17.422201 47.807490
31 2025-08-31 32.205810 18.168127 45.286892
32 2025-09-30 31.841478 16.370495 45.262150
33 2025-10-31 31.465002 17.289552 45.433342
34 2025-11-30 31.100670 16.514704 46.099526
Forecast for South America and Product 784:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.338299 13.162186 52.815789
31 2025-08-31 32.739677 13.800867 51.762564
32 2025-09-30 32.160366 10.173395 51.197034
33 2025-10-31 31.561745 12.249370 54.199593
34 2025-11-30 30.982433 9.153693 51.400162
14:19:01 - cmdstanpy - INFO - Chain [1] start processing 14:19:01 - cmdstanpy - INFO - Chain [1] done processing 14:19:01 - cmdstanpy - INFO - Chain [1] start processing 14:19:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 785:
ds yhat yhat_lower yhat_upper
30 2025-07-31 58.137993 39.915783 75.399162
31 2025-08-31 59.035780 43.726480 76.599774
32 2025-09-30 59.904606 42.200522 78.155662
33 2025-10-31 60.802393 45.046423 78.006998
34 2025-11-30 61.671219 43.829028 79.910531
Forecast for South America and Product 786:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.340787 20.186682 61.082329
31 2025-08-31 41.479027 20.650637 62.047009
32 2025-09-30 41.612807 21.660261 60.325564
33 2025-10-31 41.751047 21.251181 62.029822
34 2025-11-30 41.884828 21.481361 63.285574
14:19:02 - cmdstanpy - INFO - Chain [1] start processing 14:19:02 - cmdstanpy - INFO - Chain [1] done processing 14:19:02 - cmdstanpy - INFO - Chain [1] start processing 14:19:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 787:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.592012 25.760488 65.142264
31 2025-08-31 45.518035 24.720045 67.110562
32 2025-09-30 45.446445 26.475021 66.885141
33 2025-10-31 45.372468 25.863957 66.480506
34 2025-11-30 45.300877 25.353485 64.682644
Forecast for South America and Product 788:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.960509 16.319831 60.595338
31 2025-08-31 38.916585 16.617878 60.174880
32 2025-09-30 38.874078 16.601616 61.017675
33 2025-10-31 38.830155 15.988992 59.908505
34 2025-11-30 38.787647 15.166306 60.383833
14:19:02 - cmdstanpy - INFO - Chain [1] start processing 14:19:02 - cmdstanpy - INFO - Chain [1] done processing 14:19:02 - cmdstanpy - INFO - Chain [1] start processing 14:19:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 789:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.671917 20.246985 60.095592
31 2025-08-31 39.395331 19.963038 59.049669
32 2025-09-30 39.127667 19.581263 57.972132
33 2025-10-31 38.851081 19.893031 57.365964
34 2025-11-30 38.583417 19.648717 59.036017
Forecast for South America and Product 790:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.128857 18.449041 61.675514
31 2025-08-31 40.009325 16.903305 61.565802
32 2025-09-30 39.893648 17.968077 60.563005
33 2025-10-31 39.774116 19.217292 61.067769
34 2025-11-30 39.658439 17.629985 60.806075
14:19:02 - cmdstanpy - INFO - Chain [1] start processing 14:19:02 - cmdstanpy - INFO - Chain [1] done processing 14:19:03 - cmdstanpy - INFO - Chain [1] start processing 14:19:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 791:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.750920 28.574015 62.398005
31 2025-08-31 45.076764 28.508417 61.795119
32 2025-09-30 45.392096 28.967056 61.465576
33 2025-10-31 45.717940 28.799976 63.220894
34 2025-11-30 46.033272 29.708769 62.432522
Forecast for South America and Product 792:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.352979 17.701461 53.355721
31 2025-08-31 34.291895 15.891680 51.236598
32 2025-09-30 34.232781 16.162706 51.623177
33 2025-10-31 34.171696 17.418957 52.508326
34 2025-11-30 34.112582 16.413291 52.786265
14:19:03 - cmdstanpy - INFO - Chain [1] start processing 14:19:03 - cmdstanpy - INFO - Chain [1] done processing 14:19:03 - cmdstanpy - INFO - Chain [1] start processing 14:19:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 793:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.141145 26.685323 56.791416
31 2025-08-31 42.091338 26.628647 57.863350
32 2025-09-30 42.043138 26.714552 57.116414
33 2025-10-31 41.993331 26.251206 57.401618
34 2025-11-30 41.945130 26.681147 57.178852
Forecast for South America and Product 794:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.044189 12.313364 60.394684
31 2025-08-31 37.016248 12.506590 62.512320
32 2025-09-30 36.989209 12.261975 59.946622
33 2025-10-31 36.961268 15.222096 61.255922
34 2025-11-30 36.934228 12.856227 59.981530
14:19:03 - cmdstanpy - INFO - Chain [1] start processing 14:19:03 - cmdstanpy - INFO - Chain [1] done processing 14:19:03 - cmdstanpy - INFO - Chain [1] start processing 14:19:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 795:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.495868 32.176480 65.828255
31 2025-08-31 49.777703 32.175786 66.012684
32 2025-09-30 50.050446 32.547172 68.284364
33 2025-10-31 50.332281 33.108458 67.278255
34 2025-11-30 50.605024 33.808031 68.075049
Forecast for South America and Product 796:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.601746 -2.305649 40.215178
31 2025-08-31 17.623105 -5.084606 37.537400
32 2025-09-30 16.676033 -4.334083 39.516330
33 2025-10-31 15.697391 -4.645795 36.568562
34 2025-11-30 14.750319 -8.687120 36.206036
14:19:03 - cmdstanpy - INFO - Chain [1] start processing 14:19:04 - cmdstanpy - INFO - Chain [1] done processing 14:19:04 - cmdstanpy - INFO - Chain [1] start processing 14:19:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 797:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.665034 8.681360 57.499831
31 2025-08-31 31.108996 7.481135 53.771497
32 2025-09-30 30.570895 6.160493 53.953036
33 2025-10-31 30.014858 6.144374 55.955282
34 2025-11-30 29.476757 4.081339 50.904129
Forecast for South America and Product 798:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.546597 30.871409 72.251005
31 2025-08-31 51.901884 31.206587 72.944139
32 2025-09-30 52.245711 32.115661 73.214937
33 2025-10-31 52.600999 32.147862 72.330736
34 2025-11-30 52.944825 32.300627 72.835818
14:19:04 - cmdstanpy - INFO - Chain [1] start processing 14:19:04 - cmdstanpy - INFO - Chain [1] done processing 14:19:04 - cmdstanpy - INFO - Chain [1] start processing 14:19:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 799:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.556459 19.445937 50.078680
31 2025-08-31 34.430323 18.026564 50.094675
32 2025-09-30 34.308255 16.814002 49.982907
33 2025-10-31 34.182118 17.004287 51.814686
34 2025-11-30 34.060050 16.846818 48.828333
Forecast for South America and Product 800:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.758816 24.373262 56.203692
31 2025-08-31 40.848243 23.846672 56.991133
32 2025-09-30 40.934786 25.170468 58.780401
33 2025-10-31 41.024214 24.591676 56.948090
34 2025-11-30 41.110756 23.971351 56.905551
14:19:04 - cmdstanpy - INFO - Chain [1] start processing 14:19:04 - cmdstanpy - INFO - Chain [1] done processing 14:19:04 - cmdstanpy - INFO - Chain [1] start processing 14:19:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 801:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.940086 27.796407 73.257407
31 2025-08-31 50.462598 25.241857 73.304869
32 2025-09-30 50.968255 25.782690 74.667805
33 2025-10-31 51.490767 26.200915 75.400288
34 2025-11-30 51.996424 26.998219 75.086383
Forecast for South America and Product 802:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.465129 8.179580 38.691445
31 2025-08-31 22.625643 7.940362 37.199510
32 2025-09-30 21.813238 6.572466 36.666675
33 2025-10-31 20.973753 5.430652 34.495201
34 2025-11-30 20.161348 5.147057 35.046890
14:19:05 - cmdstanpy - INFO - Chain [1] start processing 14:19:05 - cmdstanpy - INFO - Chain [1] done processing 14:19:05 - cmdstanpy - INFO - Chain [1] start processing 14:19:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 803:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.375046 25.530962 59.860253
31 2025-08-31 43.286220 26.162440 60.558643
32 2025-09-30 43.200259 24.744653 60.815049
33 2025-10-31 43.111433 25.867682 60.767451
34 2025-11-30 43.025473 25.413756 60.095867
14:19:05 - cmdstanpy - INFO - Chain [1] start processing 14:19:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 804:
ds yhat yhat_lower yhat_upper
30 2025-07-31 12.266751 -3.521729 27.652498
31 2025-08-31 10.873665 -4.710383 26.292633
32 2025-09-30 9.525517 -5.753345 24.672172
33 2025-10-31 8.132431 -6.460284 23.536495
34 2025-11-30 6.784283 -8.836764 22.555568
14:19:05 - cmdstanpy - INFO - Chain [1] start processing 14:19:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 805:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.964548 30.161164 66.978686
31 2025-08-31 50.193188 32.305409 68.819840
32 2025-09-30 50.414452 32.620957 68.829218
33 2025-10-31 50.643092 32.613374 68.799105
34 2025-11-30 50.864356 31.848559 70.011296
Forecast for South America and Product 806:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.645179 23.789181 56.118330
31 2025-08-31 40.804310 24.949845 56.784436
32 2025-09-30 40.958307 25.077124 56.749627
33 2025-10-31 41.117438 25.342241 57.173591
34 2025-11-30 41.271435 25.039745 58.781566
14:19:06 - cmdstanpy - INFO - Chain [1] start processing 14:19:06 - cmdstanpy - INFO - Chain [1] done processing 14:19:06 - cmdstanpy - INFO - Chain [1] start processing 14:19:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 807:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.460418 10.676611 51.116814
31 2025-08-31 30.041359 9.643627 50.721028
32 2025-09-30 29.635819 11.938158 49.585990
33 2025-10-31 29.216760 10.180537 48.804807
34 2025-11-30 28.811219 8.824206 49.620135
Forecast for South America and Product 808:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.100375 30.916784 68.157937
31 2025-08-31 50.716616 31.649494 69.472136
32 2025-09-30 51.312978 33.602058 70.505861
33 2025-10-31 51.929219 31.190191 70.977808
34 2025-11-30 52.525582 32.924879 71.306360
14:19:06 - cmdstanpy - INFO - Chain [1] start processing 14:19:06 - cmdstanpy - INFO - Chain [1] done processing 14:19:06 - cmdstanpy - INFO - Chain [1] start processing 14:19:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 809:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.203042 19.772239 56.307981
31 2025-08-31 38.051574 19.487385 56.585407
32 2025-09-30 37.904993 19.373518 54.590524
33 2025-10-31 37.753525 19.835102 56.254326
34 2025-11-30 37.606943 19.637588 57.017916
14:19:07 - cmdstanpy - INFO - Chain [1] start processing 14:19:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 810:
ds yhat yhat_lower yhat_upper
30 2025-07-31 15.916158 -4.045729 35.247977
31 2025-08-31 14.978743 -4.370224 34.597482
32 2025-09-30 14.071568 -5.881136 33.550393
33 2025-10-31 13.134153 -5.741638 32.711259
34 2025-11-30 12.226977 -6.807075 31.939883
Forecast for South America and Product 811:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.099422 12.386843 46.176957
31 2025-08-31 29.607806 13.168540 45.770625
32 2025-09-30 29.132049 12.733504 44.281999
33 2025-10-31 28.640433 13.343134 44.314753
34 2025-11-30 28.164676 11.564847 44.196678
14:19:07 - cmdstanpy - INFO - Chain [1] start processing 14:19:07 - cmdstanpy - INFO - Chain [1] done processing 14:19:07 - cmdstanpy - INFO - Chain [1] start processing 14:19:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 812:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.173915 26.575317 56.250306
31 2025-08-31 41.258688 26.252552 56.231103
32 2025-09-30 41.340726 26.631395 56.436724
33 2025-10-31 41.425498 26.984350 55.078348
34 2025-11-30 41.507536 26.792380 57.182512
Forecast for South America and Product 813:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.137352 19.573594 57.093438
31 2025-08-31 38.368551 17.521943 57.246189
32 2025-09-30 38.592292 20.418380 58.209711
33 2025-10-31 38.823491 18.831066 57.659445
34 2025-11-30 39.047232 20.434235 57.002685
14:19:07 - cmdstanpy - INFO - Chain [1] start processing 14:19:07 - cmdstanpy - INFO - Chain [1] done processing 14:19:07 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 814:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.640589 40.433451 77.443243
31 2025-08-31 58.471998 41.778589 75.943274
32 2025-09-30 59.276587 42.930000 77.269563
33 2025-10-31 60.107996 42.066122 78.178393
34 2025-11-30 60.912585 43.588060 78.976310
14:19:07 - cmdstanpy - INFO - Chain [1] done processing 14:19:08 - cmdstanpy - INFO - Chain [1] start processing 14:19:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 815:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.658724 29.107228 69.363378
31 2025-08-31 48.916052 27.933793 68.912282
32 2025-09-30 49.165078 29.222618 68.157302
33 2025-10-31 49.422406 28.559225 67.128254
34 2025-11-30 49.671432 30.249719 68.458219
Forecast for South America and Product 816:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.933471 18.275500 56.489579
31 2025-08-31 36.831534 17.852092 57.022192
32 2025-09-30 36.732885 19.167341 56.703244
33 2025-10-31 36.630948 17.953080 54.354539
34 2025-11-30 36.532299 18.050512 55.724963
14:19:08 - cmdstanpy - INFO - Chain [1] start processing 14:19:08 - cmdstanpy - INFO - Chain [1] done processing 14:19:08 - cmdstanpy - INFO - Chain [1] start processing 14:19:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 817:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.144855 11.637145 58.312322
31 2025-08-31 34.868347 9.241423 59.134358
32 2025-09-30 34.600758 8.865613 58.866903
33 2025-10-31 34.324249 8.550177 60.331257
34 2025-11-30 34.056660 8.577757 57.987151
14:19:08 - cmdstanpy - INFO - Chain [1] start processing 14:19:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 818:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.351389 33.034074 68.761534
31 2025-08-31 50.749057 32.657538 68.383374
32 2025-09-30 51.133898 33.510233 69.434552
33 2025-10-31 51.531567 33.629738 69.789158
34 2025-11-30 51.916408 33.946101 69.544943
Forecast for South America and Product 819:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.745637 28.913264 67.391784
31 2025-08-31 47.991429 27.942503 67.187449
32 2025-09-30 48.229292 29.342667 67.695133
33 2025-10-31 48.475083 30.671180 65.868128
34 2025-11-30 48.712946 29.169468 67.661127
14:19:08 - cmdstanpy - INFO - Chain [1] start processing 14:19:08 - cmdstanpy - INFO - Chain [1] done processing 14:19:09 - cmdstanpy - INFO - Chain [1] start processing 14:19:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 820:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.641098 11.949931 49.355346
31 2025-08-31 28.784530 9.706389 47.297165
32 2025-09-30 27.955592 7.019248 46.571482
33 2025-10-31 27.099024 6.474508 46.683750
34 2025-11-30 26.270087 6.306396 45.992824
Forecast for South America and Product 821:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.905190 28.595514 66.655124
31 2025-08-31 47.191512 26.810784 66.103256
32 2025-09-30 47.468597 28.774850 66.645565
33 2025-10-31 47.754919 29.989058 67.023912
34 2025-11-30 48.032005 29.324637 65.965523
14:19:09 - cmdstanpy - INFO - Chain [1] start processing 14:19:09 - cmdstanpy - INFO - Chain [1] done processing 14:19:09 - cmdstanpy - INFO - Chain [1] start processing 14:19:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 822:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.317288 26.154524 66.196793
31 2025-08-31 46.588449 27.515549 66.369034
32 2025-09-30 46.850862 25.733225 66.382507
33 2025-10-31 47.122022 27.910629 66.138129
34 2025-11-30 47.384435 29.098597 67.032661
Forecast for South America and Product 823:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.611476 7.436018 41.553676
31 2025-08-31 23.842845 6.433255 40.336341
32 2025-09-30 23.099009 6.290108 41.146441
33 2025-10-31 22.330378 4.091683 40.736417
34 2025-11-30 21.586541 3.832199 39.525070
14:19:09 - cmdstanpy - INFO - Chain [1] start processing 14:19:09 - cmdstanpy - INFO - Chain [1] done processing 14:19:09 - cmdstanpy - INFO - Chain [1] start processing 14:19:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 824:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.539184 27.011777 65.647993
31 2025-08-31 46.936745 26.483567 68.091350
32 2025-09-30 47.321481 28.304929 65.721896
33 2025-10-31 47.719042 26.889416 70.066747
34 2025-11-30 48.103779 28.203068 68.269175
Forecast for South America and Product 825:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.466263 28.447342 52.950399
31 2025-08-31 41.381142 28.972289 54.784269
32 2025-09-30 41.298767 28.251630 53.801295
33 2025-10-31 41.213646 28.110150 53.485641
34 2025-11-30 41.131272 28.066429 53.004995
14:19:10 - cmdstanpy - INFO - Chain [1] start processing 14:19:10 - cmdstanpy - INFO - Chain [1] done processing 14:19:10 - cmdstanpy - INFO - Chain [1] start processing 14:19:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 826:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.747170 14.381536 61.227246
31 2025-08-31 38.577561 16.288142 61.384478
32 2025-09-30 38.413424 15.061251 60.061944
33 2025-10-31 38.243816 13.913741 59.239438
34 2025-11-30 38.079678 13.830802 59.790359
Forecast for South America and Product 827:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.683162 34.123598 71.160812
31 2025-08-31 52.223529 33.219439 69.613831
32 2025-09-30 52.746465 32.435706 70.449999
33 2025-10-31 53.286832 34.743845 71.185713
34 2025-11-30 53.809767 36.156008 74.325441
14:19:10 - cmdstanpy - INFO - Chain [1] start processing 14:19:10 - cmdstanpy - INFO - Chain [1] done processing 14:19:10 - cmdstanpy - INFO - Chain [1] start processing 14:19:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 828:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.353945 34.277134 80.729142
31 2025-08-31 58.521921 35.867324 82.124655
32 2025-09-30 59.652221 37.072657 83.738143
33 2025-10-31 60.820198 37.002149 84.136497
34 2025-11-30 61.950498 38.413182 84.812887
Forecast for South America and Product 829:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.416743 18.150704 63.233621
31 2025-08-31 40.514201 18.881974 62.769016
32 2025-09-30 40.608515 18.129430 61.922062
33 2025-10-31 40.705973 17.735464 62.643619
34 2025-11-30 40.800287 19.977126 63.176164
14:19:10 - cmdstanpy - INFO - Chain [1] start processing 14:19:10 - cmdstanpy - INFO - Chain [1] done processing 14:19:10 - cmdstanpy - INFO - Chain [1] start processing 14:19:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 830:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.491675 3.488530 50.720823
31 2025-08-31 25.578700 1.600000 49.101105
32 2025-09-30 24.695176 -0.057462 51.624413
33 2025-10-31 23.782202 -2.315572 47.563240
34 2025-11-30 22.898678 -1.919997 46.072348
Forecast for South America and Product 831:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.759347 10.113629 46.313508
31 2025-08-31 28.190702 10.105413 44.742448
32 2025-09-30 27.640401 9.534640 45.001282
33 2025-10-31 27.071756 9.646097 44.471590
34 2025-11-30 26.521455 8.295133 44.127011
14:19:11 - cmdstanpy - INFO - Chain [1] start processing 14:19:11 - cmdstanpy - INFO - Chain [1] done processing 14:19:11 - cmdstanpy - INFO - Chain [1] start processing 14:19:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 832:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.911797 28.886050 61.311163
31 2025-08-31 45.365257 29.660552 61.635019
32 2025-09-30 45.804088 29.945707 61.033743
33 2025-10-31 46.257548 30.123262 63.046532
34 2025-11-30 46.696380 30.164970 61.860883
Forecast for South America and Product 833:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.004036 7.829573 41.339741
31 2025-08-31 23.141982 5.243225 41.973846
32 2025-09-30 22.307735 5.312044 40.411580
33 2025-10-31 21.445681 5.261870 38.721690
34 2025-11-30 20.611435 3.558797 37.570156
14:19:11 - cmdstanpy - INFO - Chain [1] start processing 14:19:11 - cmdstanpy - INFO - Chain [1] done processing 14:19:11 - cmdstanpy - INFO - Chain [1] start processing 14:19:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 834:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.103805 34.615131 66.812428
31 2025-08-31 51.503526 34.673814 67.948551
32 2025-09-30 51.890354 34.742737 68.618116
33 2025-10-31 52.290075 35.369310 70.227034
34 2025-11-30 52.676902 34.022494 71.558924
Forecast for South America and Product 835:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.333279 15.421623 62.535405
31 2025-08-31 39.363152 15.843709 63.607190
32 2025-09-30 39.392062 17.040272 62.530082
33 2025-10-31 39.421935 17.738073 64.363779
34 2025-11-30 39.450844 15.430071 61.280143
14:19:11 - cmdstanpy - INFO - Chain [1] start processing 14:19:11 - cmdstanpy - INFO - Chain [1] done processing 14:19:12 - cmdstanpy - INFO - Chain [1] start processing 14:19:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 836:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.773877 11.290094 51.967471
31 2025-08-31 32.402926 12.418695 51.246028
32 2025-09-30 32.043941 12.851065 50.957549
33 2025-10-31 31.672990 11.865486 52.121647
34 2025-11-30 31.314006 11.203379 50.490343
Forecast for South America and Product 837:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.234505 25.806488 62.273020
31 2025-08-31 44.237231 24.883269 62.068865
32 2025-09-30 44.239869 25.108900 63.064687
33 2025-10-31 44.242595 24.848998 61.628901
34 2025-11-30 44.245234 25.396071 62.940051
14:19:12 - cmdstanpy - INFO - Chain [1] start processing 14:19:12 - cmdstanpy - INFO - Chain [1] done processing 14:19:12 - cmdstanpy - INFO - Chain [1] start processing 14:19:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 838:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.494546 24.335161 63.248537
31 2025-08-31 43.410968 23.408026 62.396133
32 2025-09-30 43.330086 23.715272 63.236341
33 2025-10-31 43.246507 24.409672 63.926738
34 2025-11-30 43.165625 24.131331 62.181863
Forecast for South America and Product 839:
ds yhat yhat_lower yhat_upper
30 2025-07-31 67.880915 37.242069 100.555884
31 2025-08-31 69.012170 39.803985 97.839055
32 2025-09-30 70.106932 39.545646 99.012351
33 2025-10-31 71.238186 40.661633 102.797295
34 2025-11-30 72.332948 41.635747 102.784452
14:19:12 - cmdstanpy - INFO - Chain [1] start processing 14:19:12 - cmdstanpy - INFO - Chain [1] done processing 14:19:12 - cmdstanpy - INFO - Chain [1] start processing 14:19:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 840:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.223927 14.940873 42.476654
31 2025-08-31 27.561851 13.315622 42.311358
32 2025-09-30 26.921133 12.455786 41.146919
33 2025-10-31 26.259058 11.870100 40.669638
34 2025-11-30 25.618340 10.636294 40.578173
Forecast for South America and Product 841:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.907113 26.721492 85.346873
31 2025-08-31 55.381183 27.911150 82.763401
32 2025-09-30 55.839961 28.836540 80.653797
33 2025-10-31 56.314032 29.427348 84.453263
34 2025-11-30 56.772809 30.401066 85.250920
14:19:12 - cmdstanpy - INFO - Chain [1] start processing 14:19:13 - cmdstanpy - INFO - Chain [1] done processing 14:19:13 - cmdstanpy - INFO - Chain [1] start processing 14:19:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 842:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.748785 14.409593 54.200726
31 2025-08-31 34.438263 15.705370 54.402821
32 2025-09-30 34.137758 13.515227 54.646198
33 2025-10-31 33.827236 14.165164 53.008238
34 2025-11-30 33.526731 12.155501 53.398077
Forecast for South America and Product 843:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.187389 1.663991 48.037621
31 2025-08-31 24.350393 1.818974 46.263738
32 2025-09-30 23.540396 1.558649 46.275670
33 2025-10-31 22.703399 -0.061545 46.028653
34 2025-11-30 21.893403 -0.814752 45.209626
14:19:13 - cmdstanpy - INFO - Chain [1] start processing 14:19:13 - cmdstanpy - INFO - Chain [1] done processing 14:19:13 - cmdstanpy - INFO - Chain [1] start processing 14:19:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 844:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.362552 31.346574 68.839174
31 2025-08-31 50.789917 31.574928 68.721443
32 2025-09-30 51.203497 32.107626 69.751447
33 2025-10-31 51.630862 33.770023 69.102686
34 2025-11-30 52.044441 31.932598 71.056319
Forecast for South America and Product 845:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.380967 10.274863 49.851338
31 2025-08-31 28.915898 8.365545 47.031978
32 2025-09-30 28.465832 8.843279 46.071370
33 2025-10-31 28.000764 7.559546 46.052286
34 2025-11-30 27.550698 9.112828 45.758297
14:19:13 - cmdstanpy - INFO - Chain [1] start processing 14:19:13 - cmdstanpy - INFO - Chain [1] done processing 14:19:13 - cmdstanpy - INFO - Chain [1] start processing 14:19:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 846:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.446024 9.862134 46.633185
31 2025-08-31 27.163106 8.014582 47.265843
32 2025-09-30 26.889314 8.208417 46.990723
33 2025-10-31 26.606395 6.831561 45.864822
34 2025-11-30 26.332603 7.095716 46.650686
Forecast for South America and Product 847:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.603890 26.380988 59.594622
31 2025-08-31 42.436831 25.087680 59.012492
32 2025-09-30 42.275160 25.628175 60.860790
33 2025-10-31 42.108101 24.802211 58.348518
34 2025-11-30 41.946430 24.613407 60.063481
14:19:14 - cmdstanpy - INFO - Chain [1] start processing 14:19:14 - cmdstanpy - INFO - Chain [1] done processing 14:19:14 - cmdstanpy - INFO - Chain [1] start processing 14:19:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 848:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.861800 18.292722 52.225160
31 2025-08-31 34.267375 16.747980 51.894068
32 2025-09-30 33.692125 16.746543 51.849679
33 2025-10-31 33.097700 16.213847 50.759284
34 2025-11-30 32.522450 14.049694 50.335577
Forecast for South America and Product 849:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.271049 40.665821 74.069828
31 2025-08-31 57.953711 41.282291 74.443145
32 2025-09-30 58.614352 42.155594 75.273095
33 2025-10-31 59.297015 43.091564 75.205844
34 2025-11-30 59.957656 42.349092 75.172820
14:19:14 - cmdstanpy - INFO - Chain [1] start processing 14:19:14 - cmdstanpy - INFO - Chain [1] done processing 14:19:14 - cmdstanpy - INFO - Chain [1] start processing 14:19:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 850:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.357370 37.420262 71.648315
31 2025-08-31 55.229471 38.167238 73.401832
32 2025-09-30 56.073440 37.637641 73.944694
33 2025-10-31 56.945541 39.663504 74.980337
34 2025-11-30 57.789509 39.872535 76.356054
Forecast for South America and Product 851:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.776889 19.973143 60.839454
31 2025-08-31 39.622195 20.882654 59.613756
32 2025-09-30 39.472491 19.328892 60.046301
33 2025-10-31 39.317796 17.996720 61.067155
34 2025-11-30 39.168092 18.076500 60.036765
14:19:14 - cmdstanpy - INFO - Chain [1] start processing 14:19:15 - cmdstanpy - INFO - Chain [1] done processing 14:19:15 - cmdstanpy - INFO - Chain [1] start processing 14:19:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 852:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.971580 20.230644 54.478128
31 2025-08-31 36.893702 18.701652 55.817198
32 2025-09-30 36.818335 18.214632 54.375842
33 2025-10-31 36.740457 18.592465 56.234580
34 2025-11-30 36.665090 18.470988 55.620992
Forecast for South America and Product 853:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.619664 18.062365 67.475555
31 2025-08-31 42.529446 17.447588 65.362748
32 2025-09-30 42.442139 20.133692 65.926353
33 2025-10-31 42.351922 18.410824 65.431985
34 2025-11-30 42.264615 18.504305 64.477493
14:19:15 - cmdstanpy - INFO - Chain [1] start processing 14:19:15 - cmdstanpy - INFO - Chain [1] done processing 14:19:15 - cmdstanpy - INFO - Chain [1] start processing 14:19:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 854:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.047907 17.632124 53.926249
31 2025-08-31 34.869771 16.950190 54.439567
32 2025-09-30 34.697381 16.953770 53.716485
33 2025-10-31 34.519244 16.148183 51.734950
34 2025-11-30 34.346854 16.070710 51.926280
Forecast for South America and Product 855:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.531317 26.431374 67.110881
31 2025-08-31 46.801073 26.794187 69.260922
32 2025-09-30 47.062127 25.634149 67.381760
33 2025-10-31 47.331883 27.673627 68.925827
34 2025-11-30 47.592937 26.531436 68.999448
14:19:15 - cmdstanpy - INFO - Chain [1] start processing 14:19:15 - cmdstanpy - INFO - Chain [1] done processing 14:19:15 - cmdstanpy - INFO - Chain [1] start processing 14:19:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 856:
ds yhat yhat_lower yhat_upper
30 2025-07-31 20.955547 4.481043 36.303884
31 2025-08-31 20.126650 5.394627 35.593971
32 2025-09-30 19.324492 3.602591 34.539887
33 2025-10-31 18.495595 2.729604 32.939929
34 2025-11-30 17.693437 2.102056 33.225533
Forecast for South America and Product 857:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.387255 9.858852 54.585328
31 2025-08-31 33.198361 11.112415 56.496973
32 2025-09-30 33.015560 11.294806 56.172890
33 2025-10-31 32.826666 10.059629 54.148036
34 2025-11-30 32.643866 9.837292 54.940671
14:19:16 - cmdstanpy - INFO - Chain [1] start processing 14:19:16 - cmdstanpy - INFO - Chain [1] done processing 14:19:16 - cmdstanpy - INFO - Chain [1] start processing 14:19:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 858:
ds yhat yhat_lower yhat_upper
30 2025-07-31 25.485180 8.362399 43.142379
31 2025-08-31 24.907258 7.884336 41.703866
32 2025-09-30 24.347979 7.361119 40.538881
33 2025-10-31 23.770057 6.705176 39.746320
34 2025-11-30 23.210778 5.693266 38.955422
Forecast for South America and Product 859:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.493530 32.328904 73.518070
31 2025-08-31 52.860274 32.436922 73.045605
32 2025-09-30 53.215186 32.992303 73.463519
33 2025-10-31 53.581930 32.778902 73.572730
34 2025-11-30 53.936842 33.660228 73.980897
14:19:16 - cmdstanpy - INFO - Chain [1] start processing 14:19:16 - cmdstanpy - INFO - Chain [1] done processing 14:19:16 - cmdstanpy - INFO - Chain [1] start processing 14:19:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 860:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.415760 26.065890 64.417668
31 2025-08-31 46.701495 28.464915 65.321969
32 2025-09-30 46.978013 27.421609 66.550008
33 2025-10-31 47.263747 27.689009 65.449262
34 2025-11-30 47.540265 27.858282 65.946380
Forecast for South America and Product 861:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.438519 7.794425 52.912328
31 2025-08-31 28.815762 6.045214 52.486147
32 2025-09-30 28.213093 5.839840 51.316000
33 2025-10-31 27.590336 3.193171 50.873962
34 2025-11-30 26.987668 3.774768 50.310455
14:19:16 - cmdstanpy - INFO - Chain [1] start processing 14:19:16 - cmdstanpy - INFO - Chain [1] done processing 14:19:17 - cmdstanpy - INFO - Chain [1] start processing 14:19:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 862:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.883603 15.546361 52.792659
31 2025-08-31 34.651401 15.949450 53.433960
32 2025-09-30 34.426689 16.365626 53.585925
33 2025-10-31 34.194487 14.768163 53.979544
34 2025-11-30 33.969775 14.849463 52.300003
Forecast for South America and Product 863:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.006670 13.615041 69.147602
31 2025-08-31 40.118985 13.358103 67.988585
32 2025-09-30 40.227677 10.507190 66.698496
33 2025-10-31 40.339992 14.430304 64.913751
34 2025-11-30 40.448684 12.840572 66.471533
14:19:17 - cmdstanpy - INFO - Chain [1] start processing 14:19:17 - cmdstanpy - INFO - Chain [1] done processing 14:19:17 - cmdstanpy - INFO - Chain [1] start processing 14:19:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 864:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.224672 31.740147 63.664890
31 2025-08-31 48.765982 32.970769 63.492738
32 2025-09-30 49.289831 32.214268 64.903204
33 2025-10-31 49.831141 32.958476 66.399914
34 2025-11-30 50.354989 34.661173 66.320769
Forecast for South America and Product 865:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.664407 11.239331 48.019532
31 2025-08-31 28.256928 10.611031 46.753699
32 2025-09-30 27.862594 8.780691 46.327547
33 2025-10-31 27.455115 8.484906 47.126815
34 2025-11-30 27.060781 9.713633 44.230139
14:19:17 - cmdstanpy - INFO - Chain [1] start processing 14:19:17 - cmdstanpy - INFO - Chain [1] done processing 14:19:17 - cmdstanpy - INFO - Chain [1] start processing 14:19:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 866:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.581901 22.382921 61.113279
31 2025-08-31 42.737005 24.282772 61.416884
32 2025-09-30 42.887104 24.433017 61.413319
33 2025-10-31 43.042207 23.845563 61.295147
34 2025-11-30 43.192307 22.776093 62.312632
Forecast for South America and Product 867:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.913214 19.537736 53.906203
31 2025-08-31 36.768777 21.256304 53.277132
32 2025-09-30 36.629000 20.527437 53.366439
33 2025-10-31 36.484564 20.303927 54.842002
34 2025-11-30 36.344787 19.362613 52.805046
14:19:17 - cmdstanpy - INFO - Chain [1] start processing 14:19:18 - cmdstanpy - INFO - Chain [1] done processing 14:19:18 - cmdstanpy - INFO - Chain [1] start processing 14:19:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 868:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.204845 28.623466 60.380836
31 2025-08-31 44.488625 27.730863 62.359279
32 2025-09-30 44.763251 29.012591 60.914514
33 2025-10-31 45.047032 27.370436 61.916958
34 2025-11-30 45.321658 28.208018 61.901597
Forecast for South America and Product 869:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.483403 11.679481 53.679657
31 2025-08-31 32.201918 12.516989 51.387756
32 2025-09-30 31.929513 10.367603 52.404731
33 2025-10-31 31.648029 10.308950 51.574542
34 2025-11-30 31.375624 10.732116 52.404871
14:19:18 - cmdstanpy - INFO - Chain [1] start processing 14:19:18 - cmdstanpy - INFO - Chain [1] done processing 14:19:18 - cmdstanpy - INFO - Chain [1] start processing 14:19:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 870:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.546981 17.526692 66.128936
31 2025-08-31 42.422457 18.831356 65.798943
32 2025-09-30 42.301950 17.651307 65.356949
33 2025-10-31 42.177426 17.803220 66.611762
34 2025-11-30 42.056919 19.144667 66.567462
Forecast for South America and Product 871:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.368757 35.571292 83.993226
31 2025-08-31 61.339283 38.004310 85.489934
32 2025-09-30 62.278501 37.472745 86.685242
33 2025-10-31 63.249027 39.798463 89.540922
34 2025-11-30 64.188246 38.852709 87.704889
14:19:18 - cmdstanpy - INFO - Chain [1] start processing 14:19:18 - cmdstanpy - INFO - Chain [1] done processing 14:19:19 - cmdstanpy - INFO - Chain [1] start processing 14:19:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 872:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.327123 13.512789 61.011545
31 2025-08-31 38.413074 14.924347 63.904434
32 2025-09-30 38.496253 15.284857 60.092434
33 2025-10-31 38.582205 14.694134 62.403017
34 2025-11-30 38.665384 14.750152 62.885959
Forecast for South America and Product 873:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.542861 20.602708 58.563671
31 2025-08-31 39.618773 21.464197 56.980599
32 2025-09-30 39.692236 20.699192 57.722627
33 2025-10-31 39.768148 19.973426 59.169418
34 2025-11-30 39.841611 20.716685 58.283863
14:19:19 - cmdstanpy - INFO - Chain [1] start processing 14:19:19 - cmdstanpy - INFO - Chain [1] done processing 14:19:19 - cmdstanpy - INFO - Chain [1] start processing 14:19:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 874:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.960227 33.419440 73.004937
31 2025-08-31 54.472426 35.621124 75.005458
32 2025-09-30 54.968102 34.777814 75.658102
33 2025-10-31 55.480301 35.785359 77.310067
34 2025-11-30 55.975978 35.825262 74.849997
Forecast for South America and Product 875:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.671276 13.956158 53.426754
31 2025-08-31 33.555232 13.368501 52.894002
32 2025-09-30 33.442932 15.033673 52.160580
33 2025-10-31 33.326888 13.072468 51.255613
34 2025-11-30 33.214588 12.968057 51.856379
14:19:19 - cmdstanpy - INFO - Chain [1] start processing 14:19:19 - cmdstanpy - INFO - Chain [1] done processing 14:19:19 - cmdstanpy - INFO - Chain [1] start processing 14:19:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 876:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.234624 34.292555 64.403998
31 2025-08-31 49.830425 34.920190 64.097059
32 2025-09-30 50.407006 36.846443 65.492961
33 2025-10-31 51.002807 35.217002 66.289749
34 2025-11-30 51.579389 36.685289 66.291689
Forecast for South America and Product 877:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.450981 24.963658 66.684029
31 2025-08-31 45.710693 24.370885 66.045106
32 2025-09-30 45.962027 27.730139 65.607146
33 2025-10-31 46.221739 26.025260 65.916934
34 2025-11-30 46.473073 26.100429 67.268282
14:19:19 - cmdstanpy - INFO - Chain [1] start processing 14:19:19 - cmdstanpy - INFO - Chain [1] done processing 14:19:20 - cmdstanpy - INFO - Chain [1] start processing 14:19:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 878:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.182952 34.325319 76.166717
31 2025-08-31 56.838670 35.229291 79.377699
32 2025-09-30 57.473236 36.209016 79.706636
33 2025-10-31 58.128954 36.263880 80.078443
34 2025-11-30 58.763520 38.855170 79.123656
Forecast for South America and Product 879:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.024811 20.945988 56.938119
31 2025-08-31 38.949004 20.251640 56.784456
32 2025-09-30 38.875643 20.953695 57.082266
33 2025-10-31 38.799837 22.481107 56.875488
34 2025-11-30 38.726475 21.281239 56.091217
14:19:20 - cmdstanpy - INFO - Chain [1] start processing 14:19:20 - cmdstanpy - INFO - Chain [1] done processing 14:19:20 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 880:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.776214 14.318276 57.404210
31 2025-08-31 35.302163 13.100425 56.795831
32 2025-09-30 34.843405 14.226586 55.122085
33 2025-10-31 34.369354 13.152354 56.971587
34 2025-11-30 33.910595 11.961969 55.454734
14:19:20 - cmdstanpy - INFO - Chain [1] done processing 14:19:20 - cmdstanpy - INFO - Chain [1] start processing 14:19:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 881:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.040918 28.853959 63.063626
31 2025-08-31 46.293292 30.106569 62.311697
32 2025-09-30 46.537525 29.859140 62.961914
33 2025-10-31 46.789899 30.493085 64.272098
34 2025-11-30 47.034131 30.102500 64.477257
Forecast for South America and Product 882:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.816079 8.027100 48.406067
31 2025-08-31 28.342254 7.996613 48.034878
32 2025-09-30 27.883713 6.931870 48.673161
33 2025-10-31 27.409888 7.730179 48.429855
34 2025-11-30 26.951347 5.973640 48.241650
14:19:20 - cmdstanpy - INFO - Chain [1] start processing 14:19:20 - cmdstanpy - INFO - Chain [1] done processing 14:19:21 - cmdstanpy - INFO - Chain [1] start processing 14:19:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 883:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.065638 8.876492 48.229756
31 2025-08-31 27.556469 8.624331 48.079649
32 2025-09-30 27.063724 7.200387 47.317401
33 2025-10-31 26.554555 6.097334 46.708026
34 2025-11-30 26.061810 6.308151 46.975831
Forecast for South America and Product 884:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.087737 15.084088 61.675913
31 2025-08-31 36.738082 14.118322 59.599112
32 2025-09-30 36.399707 13.434172 59.433094
33 2025-10-31 36.050052 12.545074 58.479328
34 2025-11-30 35.711676 10.959934 59.238393
14:19:21 - cmdstanpy - INFO - Chain [1] start processing 14:19:21 - cmdstanpy - INFO - Chain [1] done processing 14:19:21 - cmdstanpy - INFO - Chain [1] start processing 14:19:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 885:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.316436 4.705361 52.180922
31 2025-08-31 27.514265 3.180394 48.714885
32 2025-09-30 26.737971 1.445661 52.252230
33 2025-10-31 25.935800 4.279780 52.724999
34 2025-11-30 25.159505 -0.027901 49.294327
Forecast for South America and Product 886:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.383686 12.169002 52.417726
31 2025-08-31 30.945362 11.237414 52.142519
32 2025-09-30 30.521178 10.818033 51.478824
33 2025-10-31 30.082855 10.704638 50.353298
34 2025-11-30 29.658671 8.662057 49.195365
14:19:21 - cmdstanpy - INFO - Chain [1] start processing 14:19:21 - cmdstanpy - INFO - Chain [1] done processing 14:19:21 - cmdstanpy - INFO - Chain [1] start processing 14:19:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 887:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.718663 2.177529 44.090138
31 2025-08-31 22.876702 4.053832 43.643346
32 2025-09-30 22.061901 0.673174 41.533079
33 2025-10-31 21.219940 0.408549 41.311614
34 2025-11-30 20.405139 -0.612481 40.588796
Forecast for South America and Product 888:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.876663 4.985883 40.821734
31 2025-08-31 22.033910 4.660074 41.088029
32 2025-09-30 21.218344 3.127675 39.112085
33 2025-10-31 20.375592 1.108972 38.475321
34 2025-11-30 19.560025 1.267194 37.492664
14:19:22 - cmdstanpy - INFO - Chain [1] start processing 14:19:22 - cmdstanpy - INFO - Chain [1] done processing 14:19:22 - cmdstanpy - INFO - Chain [1] start processing 14:19:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 889:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.377263 9.433347 46.847149
31 2025-08-31 26.864176 6.921065 45.638740
32 2025-09-30 26.367641 6.503158 44.706932
33 2025-10-31 25.854554 5.691411 44.552945
34 2025-11-30 25.358019 5.671581 44.500738
Forecast for South America and Product 890:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.326163 22.900672 58.956312
31 2025-08-31 40.284677 19.674716 61.106437
32 2025-09-30 40.244530 22.958631 58.518274
33 2025-10-31 40.203045 21.809951 57.804767
34 2025-11-30 40.162898 20.487840 60.282955
14:19:22 - cmdstanpy - INFO - Chain [1] start processing 14:19:22 - cmdstanpy - INFO - Chain [1] done processing 14:19:22 - cmdstanpy - INFO - Chain [1] start processing 14:19:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 891:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.465505 9.354388 38.833398
31 2025-08-31 23.735577 8.216291 37.800360
32 2025-09-30 23.029195 8.492911 36.324653
33 2025-10-31 22.299267 6.889584 37.188350
34 2025-11-30 21.592885 6.531530 36.693322
Forecast for South America and Product 892:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.987353 25.246924 63.382390
31 2025-08-31 44.336183 26.461053 62.354772
32 2025-09-30 44.673761 25.401182 63.951953
33 2025-10-31 45.022591 26.922421 62.739740
34 2025-11-30 45.360169 26.945029 63.125103
14:19:22 - cmdstanpy - INFO - Chain [1] start processing 14:19:22 - cmdstanpy - INFO - Chain [1] done processing 14:19:22 - cmdstanpy - INFO - Chain [1] start processing 14:19:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 893:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.723559 16.396505 58.577573
31 2025-08-31 36.467094 16.871266 58.386815
32 2025-09-30 36.218903 16.290606 57.607250
33 2025-10-31 35.962439 15.012898 55.954098
34 2025-11-30 35.714248 15.392364 56.906081
Forecast for South America and Product 894:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.720921 22.953301 58.443735
31 2025-08-31 42.016001 24.273694 59.790060
32 2025-09-30 42.301561 23.431173 58.826909
33 2025-10-31 42.596641 24.777355 60.766935
34 2025-11-30 42.882202 24.439505 61.986249
14:19:23 - cmdstanpy - INFO - Chain [1] start processing 14:19:23 - cmdstanpy - INFO - Chain [1] done processing 14:19:23 - cmdstanpy - INFO - Chain [1] start processing 14:19:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 895:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.993723 3.397054 44.490151
31 2025-08-31 23.079957 3.562529 45.256927
32 2025-09-30 22.195668 0.406962 42.272972
33 2025-10-31 21.281902 -0.145462 42.522430
34 2025-11-30 20.397612 -1.087858 41.635495
Forecast for South America and Product 896:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.915770 34.421595 73.385998
31 2025-08-31 54.650123 35.620149 74.084905
32 2025-09-30 55.360788 34.987786 72.207273
33 2025-10-31 56.095142 36.794147 75.095253
34 2025-11-30 56.805807 36.838746 74.842776
14:19:23 - cmdstanpy - INFO - Chain [1] start processing 14:19:23 - cmdstanpy - INFO - Chain [1] done processing 14:19:23 - cmdstanpy - INFO - Chain [1] start processing 14:19:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 897:
ds yhat yhat_lower yhat_upper
30 2025-07-31 57.141986 42.363944 74.363079
31 2025-08-31 58.226550 41.243787 74.732260
32 2025-09-30 59.276129 42.851879 75.902079
33 2025-10-31 60.360693 44.960975 77.884672
34 2025-11-30 61.410272 45.329280 77.869518
Forecast for South America and Product 898:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.467313 18.056579 59.130379
31 2025-08-31 37.251182 15.862887 57.730251
32 2025-09-30 37.042023 15.626553 57.362484
33 2025-10-31 36.825892 14.873966 58.013134
34 2025-11-30 36.616734 14.900246 57.229750
14:19:23 - cmdstanpy - INFO - Chain [1] start processing 14:19:23 - cmdstanpy - INFO - Chain [1] done processing 14:19:24 - cmdstanpy - INFO - Chain [1] start processing 14:19:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 899:
ds yhat yhat_lower yhat_upper
29 2025-06-30 43.904256 26.221045 61.217765
30 2025-07-31 44.049707 27.202391 61.632464
31 2025-08-31 44.195157 26.089588 61.661505
32 2025-09-30 44.335915 28.030706 61.194414
33 2025-10-31 44.481365 26.812707 62.064787
Forecast for South America and Product 900:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.034450 27.497232 58.290648
31 2025-08-31 43.087718 27.869405 58.613541
32 2025-09-30 43.139268 27.790779 59.888724
33 2025-10-31 43.192536 26.966236 57.658336
34 2025-11-30 43.244086 27.885570 58.742221
14:19:24 - cmdstanpy - INFO - Chain [1] start processing 14:19:24 - cmdstanpy - INFO - Chain [1] done processing 14:19:24 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 901:
ds yhat yhat_lower yhat_upper
30 2025-07-31 26.663890 5.410588 47.629272
31 2025-08-31 26.196334 6.153349 49.239242
32 2025-09-30 25.743860 4.733381 46.614306
33 2025-10-31 25.276304 3.283241 47.509232
34 2025-11-30 24.823830 5.688382 46.709914
14:19:24 - cmdstanpy - INFO - Chain [1] done processing 14:19:24 - cmdstanpy - INFO - Chain [1] start processing 14:19:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 902:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.451447 21.203089 49.213010
31 2025-08-31 35.331566 21.834952 50.214793
32 2025-09-30 35.215552 20.377487 49.421880
33 2025-10-31 35.095670 20.715710 49.564298
34 2025-11-30 34.979656 20.164422 49.186964
Forecast for South America and Product 903:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.485949 21.770105 64.826389
31 2025-08-31 43.268985 21.154536 66.103900
32 2025-09-30 43.059020 21.726712 63.544381
33 2025-10-31 42.842057 21.283837 66.412702
34 2025-11-30 42.632092 22.928112 64.771856
14:19:24 - cmdstanpy - INFO - Chain [1] start processing 14:19:25 - cmdstanpy - INFO - Chain [1] done processing 14:19:25 - cmdstanpy - INFO - Chain [1] start processing 14:19:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 904:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.023533 18.409455 61.487417
31 2025-08-31 39.022617 18.685016 59.910321
32 2025-09-30 39.021730 18.923651 60.692591
33 2025-10-31 39.020813 18.460927 59.495521
34 2025-11-30 39.019927 16.901515 59.746542
Forecast for South America and Product 905:
ds yhat yhat_lower yhat_upper
30 2025-07-31 18.786988 1.884969 35.856761
31 2025-08-31 17.852938 1.039909 32.894021
32 2025-09-30 16.949019 0.809852 34.350237
33 2025-10-31 16.014969 -0.185574 32.255877
34 2025-11-30 15.111049 -1.483628 31.345168
14:19:25 - cmdstanpy - INFO - Chain [1] start processing 14:19:25 - cmdstanpy - INFO - Chain [1] done processing 14:19:25 - cmdstanpy - INFO - Chain [1] start processing 14:19:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 906:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.719254 17.090234 53.003039
31 2025-08-31 34.587498 16.072893 52.947868
32 2025-09-30 34.459992 15.839330 54.126133
33 2025-10-31 34.328236 15.169083 52.485424
34 2025-11-30 34.200730 16.547203 52.831760
Forecast for South America and Product 907:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.443976 29.636717 60.330155
31 2025-08-31 45.794812 30.570404 62.076540
32 2025-09-30 46.134331 30.261104 61.500864
33 2025-10-31 46.485167 30.635595 62.469886
34 2025-11-30 46.824685 31.644988 62.285329
14:19:25 - cmdstanpy - INFO - Chain [1] start processing 14:19:25 - cmdstanpy - INFO - Chain [1] done processing 14:19:25 - cmdstanpy - INFO - Chain [1] start processing 14:19:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 908:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.669764 24.412859 51.719066
31 2025-08-31 37.958574 23.561523 51.711201
32 2025-09-30 38.238068 24.513575 51.783783
33 2025-10-31 38.526878 25.184972 53.186048
34 2025-11-30 38.806372 25.622320 53.854450
Forecast for South America and Product 909:
ds yhat yhat_lower yhat_upper
30 2025-07-31 28.237166 10.952399 44.524341
31 2025-08-31 27.096351 9.728185 44.465267
32 2025-09-30 25.992337 8.736659 43.133269
33 2025-10-31 24.851522 9.085543 41.348543
34 2025-11-30 23.747508 4.897726 41.368653
14:19:26 - cmdstanpy - INFO - Chain [1] start processing 14:19:26 - cmdstanpy - INFO - Chain [1] done processing 14:19:26 - cmdstanpy - INFO - Chain [1] start processing 14:19:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 910:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.221323 10.169416 48.067285
31 2025-08-31 29.795961 11.107734 48.496868
32 2025-09-30 29.384321 9.890766 48.412686
33 2025-10-31 28.958959 10.481878 46.731565
34 2025-11-30 28.547318 9.630901 47.929994
Forecast for South America and Product 911:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.286097 12.589206 46.837706
31 2025-08-31 28.741921 11.920176 46.477988
32 2025-09-30 28.215299 10.387956 44.741030
33 2025-10-31 27.671123 11.167973 45.151723
34 2025-11-30 27.144501 12.001878 44.448284
14:19:26 - cmdstanpy - INFO - Chain [1] start processing 14:19:26 - cmdstanpy - INFO - Chain [1] done processing 14:19:26 - cmdstanpy - INFO - Chain [1] start processing 14:19:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 912:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.265592 26.732059 66.092878
31 2025-08-31 46.583103 26.291268 66.374248
32 2025-09-30 46.890371 27.188323 66.181469
33 2025-10-31 47.207881 27.342941 65.361616
34 2025-11-30 47.515150 27.849921 66.326673
Forecast for South America and Product 913:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.763928 30.678260 63.248869
31 2025-08-31 47.061294 31.062069 63.514766
32 2025-09-30 47.349069 32.265067 63.897875
33 2025-10-31 47.646436 31.266671 63.401234
34 2025-11-30 47.934210 30.567064 64.257788
14:19:26 - cmdstanpy - INFO - Chain [1] start processing 14:19:26 - cmdstanpy - INFO - Chain [1] done processing 14:19:26 - cmdstanpy - INFO - Chain [1] start processing 14:19:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 914:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.675048 7.424147 48.858011
31 2025-08-31 26.709318 7.387232 47.722446
32 2025-09-30 25.774741 7.438441 45.681633
33 2025-10-31 24.809011 5.543790 44.756179
34 2025-11-30 23.874434 3.617413 43.154957
Forecast for South America and Product 915:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.988930 27.655077 65.571420
31 2025-08-31 46.347332 26.582310 66.155880
32 2025-09-30 46.694173 27.083225 66.618767
33 2025-10-31 47.052576 29.262748 66.783670
34 2025-11-30 47.399417 28.613297 66.546728
14:19:27 - cmdstanpy - INFO - Chain [1] start processing 14:19:27 - cmdstanpy - INFO - Chain [1] done processing 14:19:27 - cmdstanpy - INFO - Chain [1] start processing 14:19:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 916:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.383244 13.129416 50.128513
31 2025-08-31 31.350311 12.778884 49.563629
32 2025-09-30 31.318440 12.806957 50.964676
33 2025-10-31 31.285507 13.263877 49.635042
34 2025-11-30 31.253636 12.790803 48.721736
Forecast for South America and Product 917:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.862694 33.609437 56.277555
31 2025-08-31 44.912509 32.934341 56.414248
32 2025-09-30 44.960717 33.768078 56.579941
33 2025-10-31 45.010532 32.881362 56.649882
34 2025-11-30 45.058740 33.280084 56.545100
14:19:27 - cmdstanpy - INFO - Chain [1] start processing 14:19:27 - cmdstanpy - INFO - Chain [1] done processing 14:19:27 - cmdstanpy - INFO - Chain [1] start processing 14:19:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 918:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.102654 15.693847 54.189648
31 2025-08-31 34.863717 16.571317 54.220654
32 2025-09-30 34.632488 14.926556 53.714733
33 2025-10-31 34.393551 15.389298 54.643686
34 2025-11-30 34.162322 15.485275 52.407289
Forecast for South America and Product 919:
ds yhat yhat_lower yhat_upper
30 2025-07-31 49.823997 32.399165 67.928022
31 2025-08-31 50.025327 33.175246 67.737629
32 2025-09-30 50.220163 32.410300 66.671006
33 2025-10-31 50.421493 32.679476 67.488416
34 2025-11-30 50.616329 33.781384 67.758935
14:19:27 - cmdstanpy - INFO - Chain [1] start processing 14:19:27 - cmdstanpy - INFO - Chain [1] done processing 14:19:27 - cmdstanpy - INFO - Chain [1] start processing 14:19:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 920:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.056503 18.292582 50.425416
31 2025-08-31 34.953147 18.537709 51.563799
32 2025-09-30 34.853125 19.667599 50.585864
33 2025-10-31 34.749769 18.471418 51.734869
34 2025-11-30 34.649747 18.519563 51.462977
Forecast for South America and Product 921:
ds yhat yhat_lower yhat_upper
30 2025-07-31 17.136779 5.322147 29.494074
31 2025-08-31 16.260021 4.063452 28.833509
32 2025-09-30 15.411545 2.127026 28.480754
33 2025-10-31 14.534788 1.881986 26.590157
34 2025-11-30 13.686312 0.774777 26.973926
14:19:28 - cmdstanpy - INFO - Chain [1] start processing 14:19:28 - cmdstanpy - INFO - Chain [1] done processing 14:19:28 - cmdstanpy - INFO - Chain [1] start processing 14:19:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 922:
ds yhat yhat_lower yhat_upper
30 2025-07-31 56.485266 33.846964 78.393951
31 2025-08-31 57.201535 36.435329 80.818095
32 2025-09-30 57.894699 36.590871 79.388814
33 2025-10-31 58.610968 38.095417 80.690859
34 2025-11-30 59.304132 35.773101 80.889025
Forecast for South America and Product 923:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.366367 33.007269 69.397055
31 2025-08-31 52.346822 33.708121 71.844616
32 2025-09-30 53.295650 35.719226 73.832872
33 2025-10-31 54.276106 36.950882 72.903841
34 2025-11-30 55.224934 37.218407 72.638781
14:19:28 - cmdstanpy - INFO - Chain [1] start processing 14:19:28 - cmdstanpy - INFO - Chain [1] done processing 14:19:28 - cmdstanpy - INFO - Chain [1] start processing 14:19:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 924:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.294473 18.089259 65.326874
31 2025-08-31 42.219187 19.132316 66.919546
32 2025-09-30 42.146329 19.102766 66.111197
33 2025-10-31 42.071042 18.638765 64.698573
34 2025-11-30 41.998184 19.741367 66.515495
Forecast for South America and Product 925:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.963097 13.972919 47.038965
31 2025-08-31 29.387940 11.753590 45.481858
32 2025-09-30 28.831338 12.996968 44.800975
33 2025-10-31 28.256181 12.030228 45.269293
34 2025-11-30 27.699578 10.303707 44.344373
14:19:29 - cmdstanpy - INFO - Chain [1] start processing 14:19:29 - cmdstanpy - INFO - Chain [1] done processing 14:19:29 - cmdstanpy - INFO - Chain [1] start processing 14:19:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 926:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.013711 17.381213 52.390664
31 2025-08-31 35.588149 16.785329 52.522645
32 2025-09-30 35.176314 16.912043 53.481267
33 2025-10-31 34.750751 16.642796 51.871272
34 2025-11-30 34.338916 14.675722 51.621013
Forecast for South America and Product 927:
ds yhat yhat_lower yhat_upper
30 2025-07-31 19.533123 -4.235758 42.676905
31 2025-08-31 18.340986 -5.177792 42.928129
32 2025-09-30 17.187305 -3.606205 39.803845
33 2025-10-31 15.995167 -6.292374 40.460592
34 2025-11-30 14.841486 -7.843898 39.351478
14:19:29 - cmdstanpy - INFO - Chain [1] start processing 14:19:29 - cmdstanpy - INFO - Chain [1] done processing 14:19:29 - cmdstanpy - INFO - Chain [1] start processing 14:19:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 928:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.305304 8.092391 50.427013
31 2025-08-31 28.963356 6.375866 51.270501
32 2025-09-30 28.632440 7.799569 50.543308
33 2025-10-31 28.290492 6.497622 49.476934
34 2025-11-30 27.959575 6.184724 49.761502
Forecast for South America and Product 929:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.461992 6.781250 52.262690
31 2025-08-31 28.746232 7.215216 53.290451
32 2025-09-30 28.053562 3.577067 49.829931
33 2025-10-31 27.337802 4.914968 49.614018
34 2025-11-30 26.645132 4.157439 50.653085
14:19:29 - cmdstanpy - INFO - Chain [1] start processing 14:19:29 - cmdstanpy - INFO - Chain [1] done processing 14:19:29 - cmdstanpy - INFO - Chain [1] start processing 14:19:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 930:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.775890 17.730841 61.283236
31 2025-08-31 39.909597 18.970683 61.073506
32 2025-09-30 40.038990 17.584849 60.649124
33 2025-10-31 40.172697 18.469078 61.932851
34 2025-11-30 40.302091 17.930668 61.408475
Forecast for South America and Product 931:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.805447 28.570530 75.678513
31 2025-08-31 52.266778 28.942564 75.637696
32 2025-09-30 52.713227 29.948869 73.627765
33 2025-10-31 53.174558 30.386969 75.753617
34 2025-11-30 53.621007 29.448528 77.851968
14:19:30 - cmdstanpy - INFO - Chain [1] start processing 14:19:30 - cmdstanpy - INFO - Chain [1] done processing 14:19:30 - cmdstanpy - INFO - Chain [1] start processing 14:19:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 932:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.454174 5.368440 50.235970
31 2025-08-31 27.010364 6.519894 47.802201
32 2025-09-30 26.580869 6.395176 47.297240
33 2025-10-31 26.137059 6.640006 47.974310
34 2025-11-30 25.707564 4.159028 46.247857
Forecast for South America and Product 933:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.024853 34.832475 73.156309
31 2025-08-31 53.555325 34.690497 73.787957
32 2025-09-30 54.068684 33.828020 71.339491
33 2025-10-31 54.599156 35.597398 75.515148
34 2025-11-30 55.112516 36.072420 75.477932
14:19:30 - cmdstanpy - INFO - Chain [1] start processing 14:19:30 - cmdstanpy - INFO - Chain [1] done processing 14:19:30 - cmdstanpy - INFO - Chain [1] start processing 14:19:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 934:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.197545 16.906311 53.745818
31 2025-08-31 34.811791 16.927287 53.906646
32 2025-09-30 34.438481 16.257035 51.643339
33 2025-10-31 34.052727 15.742920 52.963447
34 2025-11-30 33.679416 16.753278 52.954815
Forecast for South America and Product 935:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.048805 16.016643 54.580645
31 2025-08-31 35.953290 15.466805 54.007377
32 2025-09-30 35.860856 16.510365 54.305004
33 2025-10-31 35.765341 16.898807 55.753078
34 2025-11-30 35.672907 16.737685 54.757117
14:19:30 - cmdstanpy - INFO - Chain [1] start processing 14:19:30 - cmdstanpy - INFO - Chain [1] done processing 14:19:31 - cmdstanpy - INFO - Chain [1] start processing 14:19:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 936:
ds yhat yhat_lower yhat_upper
30 2025-07-31 60.446283 39.958477 80.540894
31 2025-08-31 61.384109 41.406608 81.491300
32 2025-09-30 62.291683 42.082543 84.189443
33 2025-10-31 63.229510 41.791670 84.098054
34 2025-11-30 64.137084 44.508257 84.772553
Forecast for South America and Product 937:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.532047 31.819928 74.926741
31 2025-08-31 54.255053 33.699030 75.867867
32 2025-09-30 54.954736 33.343114 76.667289
33 2025-10-31 55.677741 35.368290 77.154592
34 2025-11-30 56.377424 35.177923 77.627686
14:19:31 - cmdstanpy - INFO - Chain [1] start processing 14:19:31 - cmdstanpy - INFO - Chain [1] done processing 14:19:31 - cmdstanpy - INFO - Chain [1] start processing 14:19:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 938:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.185329 18.729360 61.534975
31 2025-08-31 38.721590 18.301294 59.638248
32 2025-09-30 38.272810 15.866881 59.254551
33 2025-10-31 37.809071 17.443132 59.058137
34 2025-11-30 37.360292 16.100004 56.524431
14:19:31 - cmdstanpy - INFO - Chain [1] start processing 14:19:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 939:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.718897 35.451882 55.792806
31 2025-08-31 46.351353 36.232787 56.005015
32 2025-09-30 46.963408 37.248583 57.294366
33 2025-10-31 47.595865 38.525268 56.597075
34 2025-11-30 48.207920 38.229589 58.300293
Forecast for South America and Product 940:
ds yhat yhat_lower yhat_upper
30 2025-07-31 29.230388 8.469949 48.356228
31 2025-08-31 28.450055 9.344852 49.581699
32 2025-09-30 27.694893 7.290620 47.814805
33 2025-10-31 26.914560 6.634960 47.201046
34 2025-11-30 26.159399 7.180670 47.480158
14:19:31 - cmdstanpy - INFO - Chain [1] start processing 14:19:31 - cmdstanpy - INFO - Chain [1] done processing 14:19:31 - cmdstanpy - INFO - Chain [1] start processing 14:19:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 941:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.691068 20.595040 63.495170
31 2025-08-31 42.965805 22.321839 62.839254
32 2025-09-30 43.231680 22.507435 63.154777
33 2025-10-31 43.506417 23.060859 62.810575
34 2025-11-30 43.772292 23.172219 64.798146
Forecast for South America and Product 942:
ds yhat yhat_lower yhat_upper
30 2025-07-31 53.266346 29.762318 77.501919
31 2025-08-31 53.569762 29.327200 77.265392
32 2025-09-30 53.863391 30.355638 79.126094
33 2025-10-31 54.166808 30.145956 79.202662
34 2025-11-30 54.460437 31.539488 78.127152
14:19:32 - cmdstanpy - INFO - Chain [1] start processing 14:19:32 - cmdstanpy - INFO - Chain [1] done processing 14:19:32 - cmdstanpy - INFO - Chain [1] start processing 14:19:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 943:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.401024 15.233555 62.650006
31 2025-08-31 38.322083 16.831789 60.949537
32 2025-09-30 38.245689 15.988465 60.814607
33 2025-10-31 38.166748 16.794846 59.880750
34 2025-11-30 38.090354 14.720449 59.591912
Forecast for South America and Product 944:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.926406 15.982320 52.725794
31 2025-08-31 34.782753 18.477945 53.180077
32 2025-09-30 34.643734 17.022859 52.313444
33 2025-10-31 34.500081 16.733250 52.500453
34 2025-11-30 34.361061 15.442055 50.981967
14:19:32 - cmdstanpy - INFO - Chain [1] start processing 14:19:32 - cmdstanpy - INFO - Chain [1] done processing 14:19:32 - cmdstanpy - INFO - Chain [1] start processing 14:19:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 945:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.226436 5.662499 35.264055
31 2025-08-31 20.548954 4.074760 35.265087
32 2025-09-30 19.893327 4.880954 34.853389
33 2025-10-31 19.215845 3.424735 34.191477
34 2025-11-30 18.560217 3.320780 33.305454
Forecast for South America and Product 946:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.055401 8.941438 53.272884
31 2025-08-31 30.787649 9.403224 53.330741
32 2025-09-30 30.528534 7.360757 53.882544
33 2025-10-31 30.260783 6.731300 51.475279
34 2025-11-30 30.001668 7.385398 51.971233
14:19:32 - cmdstanpy - INFO - Chain [1] start processing 14:19:32 - cmdstanpy - INFO - Chain [1] done processing 14:19:33 - cmdstanpy - INFO - Chain [1] start processing 14:19:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 947:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.427462 6.091858 48.620979
31 2025-08-31 26.711399 5.835793 47.927663
32 2025-09-30 26.018435 4.298413 46.002028
33 2025-10-31 25.302372 4.145802 46.575848
34 2025-11-30 24.609407 3.160171 45.771726
Forecast for South America and Product 948:
ds yhat yhat_lower yhat_upper
30 2025-07-31 33.428977 8.486738 55.917476
31 2025-08-31 33.000066 9.672595 54.809286
32 2025-09-30 32.584991 9.368328 55.832446
33 2025-10-31 32.156080 9.092535 53.414812
34 2025-11-30 31.741005 8.369342 55.839053
14:19:33 - cmdstanpy - INFO - Chain [1] start processing 14:19:33 - cmdstanpy - INFO - Chain [1] done processing 14:19:33 - cmdstanpy - INFO - Chain [1] start processing 14:19:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 949:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.324674 26.841508 68.091172
31 2025-08-31 46.782605 24.928405 67.579500
32 2025-09-30 47.225765 24.904884 68.045240
33 2025-10-31 47.683696 26.427486 67.582986
34 2025-11-30 48.126856 25.744235 70.915255
Forecast for South America and Product 950:
ds yhat yhat_lower yhat_upper
30 2025-07-31 46.215781 22.101177 69.955309
31 2025-08-31 46.441667 21.706448 70.758250
32 2025-09-30 46.660266 21.496871 71.382141
33 2025-10-31 46.886151 23.303605 71.362762
34 2025-11-30 47.104750 22.184388 69.784482
14:19:33 - cmdstanpy - INFO - Chain [1] start processing 14:19:33 - cmdstanpy - INFO - Chain [1] done processing 14:19:33 - cmdstanpy - INFO - Chain [1] start processing 14:19:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 951:
ds yhat yhat_lower yhat_upper
30 2025-07-31 52.650852 32.180084 71.559955
31 2025-08-31 53.212607 34.642548 71.147259
32 2025-09-30 53.756240 33.936501 73.737000
33 2025-10-31 54.317995 34.829061 73.262648
34 2025-11-30 54.861628 38.024062 74.086908
Forecast for South America and Product 952:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.366805 19.927855 54.281942
31 2025-08-31 37.117658 21.195258 55.274419
32 2025-09-30 36.876549 18.962996 52.572683
33 2025-10-31 36.627402 20.936712 53.308415
34 2025-11-30 36.386292 19.485379 52.847725
14:19:33 - cmdstanpy - INFO - Chain [1] start processing 14:19:33 - cmdstanpy - INFO - Chain [1] done processing 14:19:34 - cmdstanpy - INFO - Chain [1] start processing 14:19:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 953:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.928977 20.314988 50.119052
31 2025-08-31 34.917490 20.466979 49.244452
32 2025-09-30 34.906374 20.501933 49.824306
33 2025-10-31 34.894888 19.701262 50.718200
34 2025-11-30 34.883772 18.881743 48.021202
Forecast for South America and Product 954:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.547914 15.000474 54.812296
31 2025-08-31 34.139407 14.617814 52.350307
32 2025-09-30 33.744078 14.518216 54.567235
33 2025-10-31 33.335571 13.634973 53.343241
34 2025-11-30 32.940242 12.811322 53.234818
14:19:34 - cmdstanpy - INFO - Chain [1] start processing 14:19:34 - cmdstanpy - INFO - Chain [1] done processing 14:19:34 - cmdstanpy - INFO - Chain [1] start processing 14:19:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 955:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.955162 32.750966 64.458888
31 2025-08-31 49.282167 32.452519 65.215662
32 2025-09-30 49.598622 34.028884 66.808714
33 2025-10-31 49.925626 33.989641 64.900635
34 2025-11-30 50.242082 33.343563 66.216773
Forecast for South America and Product 956:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.604748 25.727081 61.197346
31 2025-08-31 43.748475 27.252070 61.459606
32 2025-09-30 43.887567 26.736513 60.383836
33 2025-10-31 44.031295 27.003339 60.621771
34 2025-11-30 44.170386 26.199973 61.033500
14:19:34 - cmdstanpy - INFO - Chain [1] start processing 14:19:34 - cmdstanpy - INFO - Chain [1] done processing 14:19:34 - cmdstanpy - INFO - Chain [1] start processing 14:19:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 957:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.200562 10.674738 59.110212
31 2025-08-31 33.742947 9.438534 57.774714
32 2025-09-30 33.300093 9.179286 58.421069
33 2025-10-31 32.842478 9.908369 56.365111
34 2025-11-30 32.399625 7.789274 56.342746
Forecast for South America and Product 958:
ds yhat yhat_lower yhat_upper
29 2025-07-31 37.278779 12.875798 59.125233
30 2025-08-31 37.000694 14.863476 59.695525
31 2025-09-30 36.731579 14.523052 60.417772
32 2025-10-31 36.453495 14.038001 58.520794
33 2025-11-30 36.184380 13.897077 60.262362
14:19:34 - cmdstanpy - INFO - Chain [1] start processing 14:19:35 - cmdstanpy - INFO - Chain [1] done processing 14:19:35 - cmdstanpy - INFO - Chain [1] start processing 14:19:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 959:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.190348 21.460676 53.042349
31 2025-08-31 38.487397 21.381001 56.386110
32 2025-09-30 38.774864 22.221587 55.338225
33 2025-10-31 39.071913 21.891928 55.988802
34 2025-11-30 39.359380 22.908372 55.301436
Forecast for South America and Product 960:
ds yhat yhat_lower yhat_upper
30 2025-07-31 24.497858 9.030669 39.402794
31 2025-08-31 23.715703 8.379355 39.652592
32 2025-09-30 22.958778 6.687505 39.538507
33 2025-10-31 22.176622 5.690332 38.817703
34 2025-11-30 21.419697 4.585669 37.226679
14:19:35 - cmdstanpy - INFO - Chain [1] start processing 14:19:35 - cmdstanpy - INFO - Chain [1] done processing 14:19:35 - cmdstanpy - INFO - Chain [1] start processing 14:19:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 961:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.220214 3.346289 51.030458
31 2025-08-31 26.701158 3.439042 51.468447
32 2025-09-30 26.198845 2.451816 50.724490
33 2025-10-31 25.679788 1.392952 50.007188
34 2025-11-30 25.177475 1.963815 47.729099
Forecast for South America and Product 962:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.951809 11.525470 43.095505
31 2025-08-31 27.618508 11.346942 43.579394
32 2025-09-30 27.295958 10.757037 43.436673
33 2025-10-31 26.962656 10.992805 41.948995
34 2025-11-30 26.640106 10.479071 41.743100
14:19:35 - cmdstanpy - INFO - Chain [1] start processing 14:19:35 - cmdstanpy - INFO - Chain [1] done processing 14:19:35 - cmdstanpy - INFO - Chain [1] start processing 14:19:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 963:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.418887 21.421411 60.071095
31 2025-08-31 41.799910 24.491100 61.127174
32 2025-09-30 42.168642 24.401738 61.873093
33 2025-10-31 42.549665 24.227446 61.105907
34 2025-11-30 42.918397 24.292807 61.768856
Forecast for South America and Product 964:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.889988 27.133319 58.865002
31 2025-08-31 42.083488 26.696754 57.992559
32 2025-09-30 42.270746 26.251410 58.309492
33 2025-10-31 42.464246 27.638142 58.580652
34 2025-11-30 42.651504 27.482202 58.586618
14:19:36 - cmdstanpy - INFO - Chain [1] start processing 14:19:36 - cmdstanpy - INFO - Chain [1] done processing 14:19:36 - cmdstanpy - INFO - Chain [1] start processing 14:19:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 965:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.717304 24.660058 59.749006
31 2025-08-31 42.648109 24.917014 61.388407
32 2025-09-30 42.581147 24.319274 59.884694
33 2025-10-31 42.511952 24.636383 59.844238
34 2025-11-30 42.444990 24.679114 61.454545
Forecast for South America and Product 966:
ds yhat yhat_lower yhat_upper
30 2025-07-31 55.182751 35.461370 76.266151
31 2025-08-31 56.254116 34.565545 76.095185
32 2025-09-30 57.290922 37.011608 78.566316
33 2025-10-31 58.362287 36.967779 79.032478
34 2025-11-30 59.399093 39.018787 80.803046
14:19:36 - cmdstanpy - INFO - Chain [1] start processing 14:19:36 - cmdstanpy - INFO - Chain [1] done processing 14:19:36 - cmdstanpy - INFO - Chain [1] start processing 14:19:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 967:
ds yhat yhat_lower yhat_upper
30 2025-07-31 40.876682 23.728612 57.616213
31 2025-08-31 40.909925 24.324737 57.516077
32 2025-09-30 40.942097 24.285678 57.806336
33 2025-10-31 40.975341 25.082324 58.600476
34 2025-11-30 41.007512 24.936874 58.276036
Forecast for South America and Product 968:
ds yhat yhat_lower yhat_upper
30 2025-07-31 50.860144 29.332922 74.864125
31 2025-08-31 51.374010 29.136835 72.939980
32 2025-09-30 51.871300 27.953024 73.870162
33 2025-10-31 52.385166 31.388698 75.256603
34 2025-11-30 52.882455 31.402607 73.782942
14:19:36 - cmdstanpy - INFO - Chain [1] start processing 14:19:36 - cmdstanpy - INFO - Chain [1] done processing 14:19:36 - cmdstanpy - INFO - Chain [1] start processing 14:19:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 969:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.843164 26.435793 51.612769
31 2025-08-31 38.930572 26.588005 52.119148
32 2025-09-30 39.015161 26.887707 52.090856
33 2025-10-31 39.102569 26.089957 52.883837
34 2025-11-30 39.187158 27.041447 52.157523
Forecast for South America and Product 970:
ds yhat yhat_lower yhat_upper
30 2025-07-31 30.997819 9.212359 55.431622
31 2025-08-31 30.580647 7.966533 54.299780
32 2025-09-30 30.176932 7.335950 52.463277
33 2025-10-31 29.759760 6.875295 52.809052
34 2025-11-30 29.356046 6.949425 50.650917
14:19:37 - cmdstanpy - INFO - Chain [1] start processing 14:19:37 - cmdstanpy - INFO - Chain [1] done processing 14:19:37 - cmdstanpy - INFO - Chain [1] start processing 14:19:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 971:
ds yhat yhat_lower yhat_upper
30 2025-07-31 42.129242 26.316664 56.952971
31 2025-08-31 42.534742 26.527317 58.564149
32 2025-09-30 42.927160 26.825533 58.105826
33 2025-10-31 43.332660 27.865912 59.086123
34 2025-11-30 43.725078 26.224292 59.598424
Forecast for South America and Product 972:
ds yhat yhat_lower yhat_upper
30 2025-07-31 38.924785 16.773940 60.050079
31 2025-08-31 38.909058 17.324082 60.449215
32 2025-09-30 38.893837 19.470354 60.017025
33 2025-10-31 38.878110 19.061821 59.484273
34 2025-11-30 38.862890 19.448997 58.734484
14:19:37 - cmdstanpy - INFO - Chain [1] start processing 14:19:37 - cmdstanpy - INFO - Chain [1] done processing 14:19:37 - cmdstanpy - INFO - Chain [1] start processing 14:19:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 973:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.970382 17.147571 57.695879
31 2025-08-31 37.956313 18.336055 56.522402
32 2025-09-30 37.942698 18.721486 56.189870
33 2025-10-31 37.928629 19.135253 58.170868
34 2025-11-30 37.915014 17.770208 58.071311
Forecast for South America and Product 974:
ds yhat yhat_lower yhat_upper
30 2025-07-31 23.449680 5.280204 41.652043
31 2025-08-31 22.772709 5.372081 40.450043
32 2025-09-30 22.117576 4.082134 40.608274
33 2025-10-31 21.440604 3.280620 40.710596
34 2025-11-30 20.785471 2.563735 40.116259
14:19:37 - cmdstanpy - INFO - Chain [1] start processing 14:19:37 - cmdstanpy - INFO - Chain [1] done processing 14:19:38 - cmdstanpy - INFO - Chain [1] start processing 14:19:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 975:
ds yhat yhat_lower yhat_upper
30 2025-07-31 39.847059 23.661234 55.276191
31 2025-08-31 39.885480 23.918244 56.973948
32 2025-09-30 39.922661 23.701294 55.361198
33 2025-10-31 39.961081 24.125126 56.323586
34 2025-11-30 39.998263 24.529951 56.504028
Forecast for South America and Product 976:
ds yhat yhat_lower yhat_upper
30 2025-07-31 27.643026 10.376985 44.620170
31 2025-08-31 27.211418 11.380664 45.002480
32 2025-09-30 26.793733 8.793160 45.291988
33 2025-10-31 26.362125 9.465950 44.490170
34 2025-11-30 25.944439 8.246258 43.850726
14:19:38 - cmdstanpy - INFO - Chain [1] start processing 14:19:38 - cmdstanpy - INFO - Chain [1] done processing 14:19:38 - cmdstanpy - INFO - Chain [1] start processing 14:19:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 977:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.413828 26.308077 60.238653
31 2025-08-31 43.697634 26.619801 60.845950
32 2025-09-30 43.972286 27.272639 62.625261
33 2025-10-31 44.256092 25.405322 61.476900
34 2025-11-30 44.530744 27.181853 61.466471
Forecast for South America and Product 978:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.116141 14.213227 51.225919
31 2025-08-31 31.860548 13.388105 48.973614
32 2025-09-30 31.613200 14.426433 49.855154
33 2025-10-31 31.357607 14.073946 49.837539
34 2025-11-30 31.110259 13.040031 49.251933
14:19:38 - cmdstanpy - INFO - Chain [1] start processing 14:19:38 - cmdstanpy - INFO - Chain [1] done processing 14:19:38 - cmdstanpy - INFO - Chain [1] start processing 14:19:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 979:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.551216 23.940038 63.632127
31 2025-08-31 43.557635 23.074557 63.593068
32 2025-09-30 43.563847 23.510338 63.616872
33 2025-10-31 43.570266 23.551861 64.956657
34 2025-11-30 43.576478 23.316286 63.138346
Forecast for South America and Product 980:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.318431 16.962688 53.240996
31 2025-08-31 34.860221 15.834198 53.519858
32 2025-09-30 34.416793 16.520573 53.511465
33 2025-10-31 33.958584 15.670446 52.118231
34 2025-11-30 33.515155 15.194343 51.732080
14:19:38 - cmdstanpy - INFO - Chain [1] start processing 14:19:39 - cmdstanpy - INFO - Chain [1] done processing 14:19:39 - cmdstanpy - INFO - Chain [1] start processing 14:19:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 981:
ds yhat yhat_lower yhat_upper
30 2025-07-31 48.039736 24.549228 71.050491
31 2025-08-31 48.235098 27.003728 71.533884
32 2025-09-30 48.424157 25.519785 72.384780
33 2025-10-31 48.619519 24.936367 69.883308
34 2025-11-30 48.808579 24.944961 71.097077
Forecast for South America and Product 982:
ds yhat yhat_lower yhat_upper
30 2025-07-31 51.007561 34.465636 68.679254
31 2025-08-31 51.492836 34.280564 68.874043
32 2025-09-30 51.962456 34.695606 69.680345
33 2025-10-31 52.447731 35.101179 70.023946
34 2025-11-30 52.917352 36.802220 71.118421
14:19:39 - cmdstanpy - INFO - Chain [1] start processing 14:19:39 - cmdstanpy - INFO - Chain [1] done processing 14:19:39 - cmdstanpy - INFO - Chain [1] start processing 14:19:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 983:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.737048 31.434608 66.307567
31 2025-08-31 47.983060 30.600911 65.814831
32 2025-09-30 48.221136 30.466515 66.998284
33 2025-10-31 48.467148 29.929582 65.856639
34 2025-11-30 48.705224 30.940580 67.107592
Forecast for South America and Product 984:
ds yhat yhat_lower yhat_upper
30 2025-07-31 45.712984 28.131786 64.404765
31 2025-08-31 45.835557 27.892542 63.779881
32 2025-09-30 45.954176 27.578661 63.300406
33 2025-10-31 46.076749 28.106603 65.281658
34 2025-11-30 46.195367 28.061593 62.644967
14:19:39 - cmdstanpy - INFO - Chain [1] start processing 14:19:39 - cmdstanpy - INFO - Chain [1] done processing 14:19:39 - cmdstanpy - INFO - Chain [1] start processing 14:19:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 985:
ds yhat yhat_lower yhat_upper
30 2025-07-31 47.737519 26.983956 68.671777
31 2025-08-31 47.936434 24.862315 69.508005
32 2025-09-30 48.128933 25.917329 70.094503
33 2025-10-31 48.327848 26.378282 70.574713
34 2025-11-30 48.520347 27.169428 72.035144
Forecast for South America and Product 986:
ds yhat yhat_lower yhat_upper
30 2025-07-31 54.497424 38.716480 69.730908
31 2025-08-31 54.970945 39.387752 71.827410
32 2025-09-30 55.429191 38.160912 71.587071
33 2025-10-31 55.902711 40.794673 71.728600
34 2025-11-30 56.360957 40.456135 73.080151
14:19:40 - cmdstanpy - INFO - Chain [1] start processing 14:19:40 - cmdstanpy - INFO - Chain [1] done processing 14:19:40 - cmdstanpy - INFO - Chain [1] start processing 14:19:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 987:
ds yhat yhat_lower yhat_upper
30 2025-07-31 41.803617 17.237790 67.630808
31 2025-08-31 41.560163 17.719736 65.836337
32 2025-09-30 41.324562 17.829183 64.871319
33 2025-10-31 41.081107 16.886621 63.269749
34 2025-11-30 40.845506 16.084216 66.649108
Forecast for South America and Product 988:
ds yhat yhat_lower yhat_upper
30 2025-07-31 32.026696 11.334995 53.796534
31 2025-08-31 31.481941 10.031913 52.209790
32 2025-09-30 30.954760 8.934743 51.383399
33 2025-10-31 30.410006 7.871452 52.017307
34 2025-11-30 29.882824 9.181442 49.346237
14:19:40 - cmdstanpy - INFO - Chain [1] start processing 14:19:40 - cmdstanpy - INFO - Chain [1] done processing 14:19:40 - cmdstanpy - INFO - Chain [1] start processing 14:19:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 989:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.179115 16.337205 52.484321
31 2025-08-31 34.010854 15.642545 52.810928
32 2025-09-30 33.848021 17.255698 51.537935
33 2025-10-31 33.679761 14.957459 52.043215
34 2025-11-30 33.516928 16.103920 50.435512
Forecast for South America and Product 990:
ds yhat yhat_lower yhat_upper
30 2025-07-31 37.664471 15.901813 60.032085
31 2025-08-31 37.383250 13.826916 59.311673
32 2025-09-30 37.111101 14.079604 60.421661
33 2025-10-31 36.829880 14.648396 59.168233
34 2025-11-30 36.557730 12.872420 59.575710
14:19:40 - cmdstanpy - INFO - Chain [1] start processing 14:19:40 - cmdstanpy - INFO - Chain [1] done processing 14:19:40 - cmdstanpy - INFO - Chain [1] start processing 14:19:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 991:
ds yhat yhat_lower yhat_upper
30 2025-07-31 36.362907 11.423154 59.376577
31 2025-08-31 36.147259 13.458045 60.446533
32 2025-09-30 35.938568 14.545138 58.874666
33 2025-10-31 35.722920 14.297281 60.818857
34 2025-11-30 35.514228 12.134201 59.031257
14:19:41 - cmdstanpy - INFO - Chain [1] start processing 14:19:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 992:
ds yhat yhat_lower yhat_upper
30 2025-07-31 64.366814 44.091763 87.127906
31 2025-08-31 65.532860 45.193570 87.497662
32 2025-09-30 66.661291 45.556288 88.237852
33 2025-10-31 67.827337 45.223372 88.924485
34 2025-11-30 68.955768 48.804954 90.391691
Forecast for South America and Product 993:
ds yhat yhat_lower yhat_upper
30 2025-07-31 22.315627 3.876085 41.406589
31 2025-08-31 21.768357 3.534448 41.311874
32 2025-09-30 21.238741 2.331809 41.791804
33 2025-10-31 20.691471 1.959054 38.975746
34 2025-11-30 20.161854 1.121734 38.657391
14:19:41 - cmdstanpy - INFO - Chain [1] start processing 14:19:41 - cmdstanpy - INFO - Chain [1] done processing 14:19:41 - cmdstanpy - INFO - Chain [1] start processing 14:19:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 994:
ds yhat yhat_lower yhat_upper
30 2025-07-31 35.503589 16.318923 56.613238
31 2025-08-31 35.226122 15.055359 55.836371
32 2025-09-30 34.957606 15.221529 54.550047
33 2025-10-31 34.680139 14.324578 55.627381
34 2025-11-30 34.411622 13.345767 53.373057
Forecast for South America and Product 995:
ds yhat yhat_lower yhat_upper
30 2025-07-31 34.774639 18.882051 51.980094
31 2025-08-31 34.618134 18.161978 50.800422
32 2025-09-30 34.466677 17.076199 50.598275
33 2025-10-31 34.310172 16.765340 51.203215
34 2025-11-30 34.158715 16.640783 50.044611
14:19:41 - cmdstanpy - INFO - Chain [1] start processing 14:19:41 - cmdstanpy - INFO - Chain [1] done processing 14:19:41 - cmdstanpy - INFO - Chain [1] start processing 14:19:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 996:
ds yhat yhat_lower yhat_upper
30 2025-07-31 44.163841 21.236989 65.989498
31 2025-08-31 44.477852 22.918308 66.426284
32 2025-09-30 44.781734 22.809457 68.073502
33 2025-10-31 45.095745 22.797096 66.971212
34 2025-11-30 45.399627 23.168597 67.317555
Forecast for South America and Product 997:
ds yhat yhat_lower yhat_upper
30 2025-07-31 31.003870 12.388946 49.327340
31 2025-08-31 30.675762 11.528481 48.158502
32 2025-09-30 30.358239 12.403814 49.789840
33 2025-10-31 30.030132 12.853129 47.605532
34 2025-11-30 29.712609 10.345637 48.580283
14:19:42 - cmdstanpy - INFO - Chain [1] start processing 14:19:42 - cmdstanpy - INFO - Chain [1] done processing 14:19:42 - cmdstanpy - INFO - Chain [1] start processing 14:19:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 998:
ds yhat yhat_lower yhat_upper
30 2025-07-31 43.446834 23.111330 64.693366
31 2025-08-31 43.291604 23.195654 63.986769
32 2025-09-30 43.141382 23.702347 64.044087
33 2025-10-31 42.986153 21.486941 63.777824
34 2025-11-30 42.835931 21.148683 63.900175
Forecast for South America and Product 999:
ds yhat yhat_lower yhat_upper
30 2025-07-31 21.183230 2.081657 40.770058
31 2025-08-31 20.207904 2.700332 40.336853
32 2025-09-30 19.264039 0.505507 38.640289
33 2025-10-31 18.288713 -0.676899 37.965340
34 2025-11-30 17.344849 -1.394872 36.106734
# Convert dictionary to a single DataFrame for export
forecast_list = []
for (country, product), forecast in forecast_dict.items():
forecast['country'] = country
forecast['product_id'] = product
forecast_list.append(forecast)
# Concatenate all forecasts into one DataFrame
final_forecast_df = pd.concat(forecast_list)
# Save to Excel
final_forecast_df.to_excel('country_product_forecasts.xlsx', index=False)
from sklearn.metrics import mean_absolute_error, mean_squared_error
import numpy as np
# Dictionary to store accuracy metrics for each country and product
accuracy_dict = {}
# Loop through each country and product where forecasts already exist
for (country, product), forecast in forecast_dict.items():
# Filter the data for the specific country and product again to get actual values
country_product_data = country_sales[
(country_sales['customer_location'] == country) &
(country_sales['product_id'] == product)
]
# Prepare the prophet_data (ds = date, y = total_sales)
prophet_data = country_product_data[['timestamp', 'total_sales']].rename(columns={'timestamp': 'ds', 'total_sales': 'y'})
# Split the data into train and test sets (use 80% for training, 20% for testing)
train_size = int(len(prophet_data) * 0.8)
train_data = prophet_data[:train_size]
test_data = prophet_data[train_size:]
# Get the predictions for the test period from the existing forecast
predicted_test = forecast[-len(test_data):]['yhat'].values # Predictions for test period
actual_test = test_data['y'].values # Actual test values
# Calculate accuracy metrics
mae = mean_absolute_error(actual_test, predicted_test)
mse = mean_squared_error(actual_test, predicted_test)
mape = np.mean(np.abs((actual_test - predicted_test) / actual_test)) * 100
# Store the accuracy metrics in a dictionary
accuracy_dict[(country, product)] = {
'MAE': mae,
'MSE': mse,
'MAPE': mape
}
# Print the accuracy for each country and product
print(f"Accuracy for {country} and Product {product}:")
print(f"MAE: {mae}, MSE: {mse}, MAPE: {mape:.2f}%")
Accuracy for Africa and Product 100: MAE: 18.041913971328036, MSE: 407.39746230618067, MAPE: 91.37% Accuracy for Africa and Product 101: MAE: 10.476477073426455, MSE: 131.6727353838167, MAPE: 30.32% Accuracy for Africa and Product 102: MAE: 13.15276342995721, MSE: 205.56715430588324, MAPE: 45.45% Accuracy for Africa and Product 103: MAE: 10.006164879353982, MSE: 125.65933749745923, MAPE: 23.70% Accuracy for Africa and Product 104: MAE: 17.53665777043628, MSE: 365.57409437294444, MAPE: 57.86% Accuracy for Africa and Product 105: MAE: 13.646660814200038, MSE: 230.63406321268417, MAPE: 32.07% Accuracy for Africa and Product 106: MAE: 5.911193766638499, MSE: 63.64750669797488, MAPE: 18.85% Accuracy for Africa and Product 107: MAE: 17.555472758991375, MSE: 427.73551140809576, MAPE: 38.28% Accuracy for Africa and Product 108: MAE: 6.848833556124329, MSE: 67.80692630603463, MAPE: 24.68% Accuracy for Africa and Product 109: MAE: 3.5025182439866436, MSE: 36.649149186727854, MAPE: 16.70% Accuracy for Africa and Product 110: MAE: 17.48744656483318, MSE: 369.0630364994542, MAPE: 45.21% Accuracy for Africa and Product 111: MAE: 9.601521666841517, MSE: 189.79090014608434, MAPE: 26.08% Accuracy for Africa and Product 112: MAE: 12.118045545853533, MSE: 283.86474901799477, MAPE: 34.22% Accuracy for Africa and Product 113: MAE: 15.574373362764993, MSE: 364.81523088169365, MAPE: 39.33% Accuracy for Africa and Product 114: MAE: 16.175750143160997, MSE: 396.3631976524559, MAPE: 75.90% Accuracy for Africa and Product 115: MAE: 7.706216797043799, MSE: 87.1236681473788, MAPE: 29.74% Accuracy for Africa and Product 116: MAE: 13.231841001058166, MSE: 202.33107770240133, MAPE: 27.37% Accuracy for Africa and Product 117: MAE: 13.344273370716408, MSE: 358.87564955692676, MAPE: 48.68% Accuracy for Africa and Product 118: MAE: 9.94413454341052, MSE: 127.32364352296618, MAPE: 37.65% Accuracy for Africa and Product 119: MAE: 7.661986409181074, MSE: 92.40897944624051, MAPE: 17.96% Accuracy for Africa and Product 120: MAE: 17.939233282141114, MSE: 513.3403029189807, MAPE: 63.28% Accuracy for Africa and Product 121: MAE: 14.183618029650699, MSE: 411.8852470881675, MAPE: 25.24% Accuracy for Africa and Product 122: MAE: 20.93259550524823, MSE: 574.2930704779999, MAPE: 67.82% Accuracy for Africa and Product 123: MAE: 9.527560174941712, MSE: 173.34665631429584, MAPE: 30.56% Accuracy for Africa and Product 124: MAE: 17.51053778558337, MSE: 586.795006738306, MAPE: 36.35% Accuracy for Africa and Product 125: MAE: 10.87181271037254, MSE: 196.2402875885172, MAPE: 27.89% Accuracy for Africa and Product 126: MAE: 11.522528911195536, MSE: 170.35580404819913, MAPE: 28.71% Accuracy for Africa and Product 127: MAE: 9.84048798913924, MSE: 138.79550945904322, MAPE: 28.45% Accuracy for Africa and Product 128: MAE: 13.583148436792788, MSE: 221.52189766605733, MAPE: 66.20% Accuracy for Africa and Product 129: MAE: 8.940350846373494, MSE: 92.86001138035853, MAPE: 20.59% Accuracy for Africa and Product 130: MAE: 4.306303534427583, MSE: 23.412806265889834, MAPE: 12.04% Accuracy for Africa and Product 131: MAE: 21.05902988816232, MSE: 708.6507490105444, MAPE: 63.54% Accuracy for Africa and Product 132: MAE: 14.284388584168289, MSE: 278.8608407533498, MAPE: 28.59% Accuracy for Africa and Product 133: MAE: 21.42929619430725, MSE: 507.69955410728505, MAPE: 69.74% Accuracy for Africa and Product 134: MAE: 20.4000532446624, MSE: 557.1581656132263, MAPE: 73.44% Accuracy for Africa and Product 135: MAE: 6.7085815809797795, MSE: 57.480980901635135, MAPE: 25.02% Accuracy for Africa and Product 136: MAE: 10.679864619251585, MSE: 160.08434436255706, MAPE: 25.55% Accuracy for Africa and Product 137: MAE: 13.76516047881239, MSE: 234.6772192012842, MAPE: 54.21% Accuracy for Africa and Product 138: MAE: 7.6563268989033535, MSE: 75.17191463686382, MAPE: 22.98% Accuracy for Africa and Product 139: MAE: 10.997895506458189, MSE: 148.43924033755496, MAPE: 37.14% Accuracy for Africa and Product 140: MAE: 17.48754844766443, MSE: 569.3799779950521, MAPE: 41.71% Accuracy for Africa and Product 141: MAE: 19.91895650530858, MSE: 472.05716061864644, MAPE: 104.33% Accuracy for Africa and Product 142: MAE: 13.85765799237375, MSE: 322.1701078000956, MAPE: 218.14% Accuracy for Africa and Product 143: MAE: 17.490410839182733, MSE: 379.40630115913837, MAPE: 45.53% Accuracy for Africa and Product 144: MAE: 9.842238601680238, MSE: 122.44796617370439, MAPE: 25.79% Accuracy for Africa and Product 145: MAE: 23.079695577396933, MSE: 821.768852217514, MAPE: 169.84% Accuracy for Africa and Product 146: MAE: 9.649370333969348, MSE: 128.66223180454136, MAPE: 33.22% Accuracy for Africa and Product 147: MAE: 14.96645206052404, MSE: 320.5907244333866, MAPE: 67.18% Accuracy for Africa and Product 148: MAE: 15.090157653797927, MSE: 261.96963308222433, MAPE: 54.39% Accuracy for Africa and Product 149: MAE: 9.346420776161738, MSE: 94.62017315637775, MAPE: 27.34% Accuracy for Africa and Product 150: MAE: 8.908248539868534, MSE: 101.56414500593448, MAPE: 19.96% Accuracy for Africa and Product 151: MAE: 8.326751749123613, MSE: 171.95617178700792, MAPE: 28.95% Accuracy for Africa and Product 152: MAE: 13.019148470366298, MSE: 225.5547643019357, MAPE: 32.36% Accuracy for Africa and Product 153: MAE: 13.847820728071053, MSE: 244.93861238652693, MAPE: 33.67% Accuracy for Africa and Product 154: MAE: 6.874442434108625, MSE: 63.14389396990763, MAPE: 19.02% Accuracy for Africa and Product 155: MAE: 11.258465802470102, MSE: 177.77441739001014, MAPE: 47.65% Accuracy for Africa and Product 156: MAE: 14.460795041904527, MSE: 397.78705463379913, MAPE: 68.64% Accuracy for Africa and Product 157: MAE: 14.625364035894666, MSE: 312.85930527368475, MAPE: 61.22% Accuracy for Africa and Product 158: MAE: 17.15052292736147, MSE: 384.67202852793054, MAPE: 40.57% Accuracy for Africa and Product 159: MAE: 8.992482631804231, MSE: 108.60967701893324, MAPE: 23.13% Accuracy for Africa and Product 160: MAE: 8.15800919622691, MSE: 92.31122589486952, MAPE: 27.02% Accuracy for Africa and Product 161: MAE: 17.50749990105363, MSE: 398.8015371529901, MAPE: 80.37% Accuracy for Africa and Product 162: MAE: 10.032322078290845, MSE: 117.31335432431135, MAPE: 21.12% Accuracy for Africa and Product 163: MAE: 8.291159710399434, MSE: 80.45378814026894, MAPE: 24.47% Accuracy for Africa and Product 164: MAE: 13.651505813110841, MSE: 260.85022008390445, MAPE: 43.43% Accuracy for Africa and Product 165: MAE: 17.531495224881606, MSE: 493.15996070232677, MAPE: 34.34% Accuracy for Africa and Product 166: MAE: 7.46073619206433, MSE: 73.67442203016006, MAPE: 19.78% Accuracy for Africa and Product 167: MAE: 14.02820744665155, MSE: 289.38823239397414, MAPE: 55.07% Accuracy for Africa and Product 168: MAE: 8.440152317970991, MSE: 165.08604896286022, MAPE: 25.33% Accuracy for Africa and Product 169: MAE: 10.347513444738173, MSE: 137.6534012418004, MAPE: 38.91% Accuracy for Africa and Product 170: MAE: 8.188106583572516, MSE: 97.10418678917574, MAPE: 26.15% Accuracy for Africa and Product 171: MAE: 16.977250263991028, MSE: 362.85012451435216, MAPE: 52.73% Accuracy for Africa and Product 172: MAE: 14.225326262408478, MSE: 253.52209144084105, MAPE: 33.78% Accuracy for Africa and Product 173: MAE: 8.07276589734005, MSE: 87.8111710678467, MAPE: 30.77% Accuracy for Africa and Product 174: MAE: 14.141558190894091, MSE: 254.5736646292712, MAPE: 37.34% Accuracy for Africa and Product 175: MAE: 14.233912794907848, MSE: 362.4000556726159, MAPE: 33.64% Accuracy for Africa and Product 176: MAE: 19.873364534734502, MSE: 549.3226051604792, MAPE: 787.28% Accuracy for Africa and Product 177: MAE: 12.65801133484059, MSE: 243.48240765575437, MAPE: 27.99% Accuracy for Africa and Product 178: MAE: 19.58986355107271, MSE: 626.9973798989353, MAPE: 157.21% Accuracy for Africa and Product 179: MAE: 8.896781146788884, MSE: 85.96898577358061, MAPE: 29.87% Accuracy for Africa and Product 180: MAE: 8.183467867081712, MSE: 77.01056613546237, MAPE: 24.39% Accuracy for Africa and Product 181: MAE: 13.477306597419547, MSE: 212.70001770771728, MAPE: 46.51% Accuracy for Africa and Product 182: MAE: 10.24418963447866, MSE: 177.59532863181101, MAPE: 48.80% Accuracy for Africa and Product 183: MAE: 9.259468264269533, MSE: 171.49818497619455, MAPE: 25.31% Accuracy for Africa and Product 184: MAE: 12.740765995580256, MSE: 235.92340713753197, MAPE: 54.34% Accuracy for Africa and Product 185: MAE: 4.932782262413537, MSE: 33.81653959065728, MAPE: 10.46% Accuracy for Africa and Product 186: MAE: 8.500602335051761, MSE: 82.75235874533193, MAPE: 18.35% Accuracy for Africa and Product 187: MAE: 16.211577536511935, MSE: 351.65064074463163, MAPE: 34.99% Accuracy for Africa and Product 188: MAE: 6.315472998027642, MSE: 73.03982090447815, MAPE: 22.60% Accuracy for Africa and Product 189: MAE: 15.352871814536801, MSE: 361.40473762728396, MAPE: 51.44% Accuracy for Africa and Product 190: MAE: 13.943038782651138, MSE: 233.33308914392373, MAPE: 55.67% Accuracy for Africa and Product 191: MAE: 10.18839327875601, MSE: 142.40803309440577, MAPE: 24.37% Accuracy for Africa and Product 192: MAE: 13.202634202416466, MSE: 228.9097395195745, MAPE: 38.09% Accuracy for Africa and Product 193: MAE: 21.02267523600697, MSE: 621.7627423218082, MAPE: 105.54% Accuracy for Africa and Product 194: MAE: 10.15425765146902, MSE: 330.3953604852633, MAPE: 16.36% Accuracy for Africa and Product 195: MAE: 11.52793923593433, MSE: 167.68038173368362, MAPE: 35.97% Accuracy for Africa and Product 196: MAE: 12.9090562037948, MSE: 213.89853925389716, MAPE: 36.63% Accuracy for Africa and Product 197: MAE: 26.806773091067033, MSE: 1372.8786595513461, MAPE: 93.01% Accuracy for Africa and Product 198: MAE: 10.936630338544898, MSE: 170.4021398136235, MAPE: 30.32% Accuracy for Africa and Product 199: MAE: 11.547937222073937, MSE: 206.62792063845245, MAPE: 49.34% Accuracy for Africa and Product 200: MAE: 10.093958493050526, MSE: 169.76987269989485, MAPE: 57.91% Accuracy for Africa and Product 201: MAE: 13.10848986417127, MSE: 211.23518479980697, MAPE: 42.70% Accuracy for Africa and Product 202: MAE: 25.36467704195511, MSE: 786.2228762302022, MAPE: 69.68% Accuracy for Africa and Product 203: MAE: 16.319783766911165, MSE: 344.66387826112737, MAPE: 58.73% Accuracy for Africa and Product 204: MAE: 13.391856847403853, MSE: 409.84974900313375, MAPE: 25.33% Accuracy for Africa and Product 205: MAE: 18.342295030130035, MSE: 369.2036378624189, MAPE: 87.64% Accuracy for Africa and Product 206: MAE: 14.057446859130561, MSE: 334.96902480823644, MAPE: 142.62% Accuracy for Africa and Product 207: MAE: 12.304574009618028, MSE: 257.5809693681778, MAPE: 43.92% Accuracy for Africa and Product 208: MAE: 16.754593077381525, MSE: 422.87504476917786, MAPE: 53.71% Accuracy for Africa and Product 209: MAE: 27.83100390938107, MSE: 975.0547084738266, MAPE: 150.21% Accuracy for Africa and Product 210: MAE: 22.572557706485163, MSE: 724.1073153243718, MAPE: 102.78% Accuracy for Africa and Product 211: MAE: 11.465280085275936, MSE: 184.03471885866094, MAPE: 26.69% Accuracy for Africa and Product 212: MAE: 12.763808449630877, MSE: 304.93585188102446, MAPE: 25.15% Accuracy for Africa and Product 213: MAE: 13.970576432948826, MSE: 489.3058915760319, MAPE: 19.22% Accuracy for Africa and Product 214: MAE: 12.969140343659614, MSE: 222.09097339931054, MAPE: 56.74% Accuracy for Africa and Product 215: MAE: 10.302074492158543, MSE: 159.2996513640362, MAPE: 32.06% Accuracy for Africa and Product 216: MAE: 20.29094617406193, MSE: 438.62344905972503, MAPE: 69.97% Accuracy for Africa and Product 217: MAE: 17.053811548839416, MSE: 349.5579194284417, MAPE: 62.17% Accuracy for Africa and Product 218: MAE: 15.831756500340465, MSE: 530.6168477337717, MAPE: 48.48% Accuracy for Africa and Product 219: MAE: 8.031248590712114, MSE: 112.07189455968913, MAPE: 32.32% Accuracy for Africa and Product 220: MAE: 10.951353585482792, MSE: 179.6753353880475, MAPE: 41.48% Accuracy for Africa and Product 221: MAE: 17.2531096832571, MSE: 335.1624658176938, MAPE: 83.33% Accuracy for Africa and Product 222: MAE: 21.904768401912083, MSE: 573.5513499468451, MAPE: 70.18% Accuracy for Africa and Product 223: MAE: 10.124015350365614, MSE: 149.1346496445545, MAPE: 33.96% Accuracy for Africa and Product 224: MAE: 12.05079463467239, MSE: 232.6954084665371, MAPE: 26.12% Accuracy for Africa and Product 225: MAE: 8.59064846296307, MSE: 120.03361316291178, MAPE: 21.77% Accuracy for Africa and Product 226: MAE: 10.198948517101687, MSE: 128.86064624362274, MAPE: 31.73% Accuracy for Africa and Product 227: MAE: 8.26109143278546, MSE: 86.95919532910798, MAPE: 29.98% Accuracy for Africa and Product 228: MAE: 15.641251392897143, MSE: 341.4300443940873, MAPE: 35.05% Accuracy for Africa and Product 229: MAE: 13.678413626554189, MSE: 226.367583668285, MAPE: 35.56% Accuracy for Africa and Product 230: MAE: 18.775226559560622, MSE: 474.23517587116584, MAPE: 60.11% Accuracy for Africa and Product 231: MAE: 9.723304329713354, MSE: 134.89856101918159, MAPE: 37.36% Accuracy for Africa and Product 232: MAE: 8.568311708662735, MSE: 89.40723820463074, MAPE: 23.18% Accuracy for Africa and Product 233: MAE: 9.441754241650376, MSE: 131.46416916391925, MAPE: 25.34% Accuracy for Africa and Product 234: MAE: 8.145085648587315, MSE: 104.63946508612344, MAPE: 22.64% Accuracy for Africa and Product 235: MAE: 8.969315896174422, MSE: 96.38375347931705, MAPE: 42.00% Accuracy for Africa and Product 236: MAE: 11.33737726104534, MSE: 255.89703050650692, MAPE: 28.40% Accuracy for Africa and Product 237: MAE: 11.923408504416226, MSE: 242.30643896944397, MAPE: 25.27% Accuracy for Africa and Product 238: MAE: 9.613032603167346, MSE: 246.48131581371726, MAPE: 20.02% Accuracy for Africa and Product 239: MAE: 10.784311918143796, MSE: 169.27105902379967, MAPE: 29.32% Accuracy for Africa and Product 240: MAE: 18.74996046343218, MSE: 407.4680275051827, MAPE: 60.91% Accuracy for Africa and Product 241: MAE: 12.304803040846652, MSE: 287.51462312945216, MAPE: 35.95% Accuracy for Africa and Product 242: MAE: 9.44817936805337, MSE: 144.17181804074454, MAPE: 46.73% Accuracy for Africa and Product 243: MAE: 14.318790152078018, MSE: 283.25415901444796, MAPE: 50.15% Accuracy for Africa and Product 244: MAE: 16.71406404174855, MSE: 335.39949245220384, MAPE: 35.86% Accuracy for Africa and Product 245: MAE: 16.23177943406361, MSE: 319.1920838565321, MAPE: 56.17% Accuracy for Africa and Product 246: MAE: 9.711716111749391, MSE: 120.45236768843526, MAPE: 25.83% Accuracy for Africa and Product 247: MAE: 9.804643926290147, MSE: 136.25191746427078, MAPE: 38.06% Accuracy for Africa and Product 248: MAE: 12.044202420427355, MSE: 180.9634203715061, MAPE: 33.90% Accuracy for Africa and Product 249: MAE: 19.297737929088818, MSE: 433.70347785968687, MAPE: 35.39% Accuracy for Africa and Product 250: MAE: 16.879689484983665, MSE: 327.15747196136743, MAPE: 44.11% Accuracy for Africa and Product 251: MAE: 18.14896626961029, MSE: 408.9549498722646, MAPE: 50.68% Accuracy for Africa and Product 252: MAE: 15.85167483827965, MSE: 256.14832533055284, MAPE: 40.82% Accuracy for Africa and Product 253: MAE: 17.2084848972414, MSE: 459.2703875544439, MAPE: 48.28% Accuracy for Africa and Product 254: MAE: 7.913416125872551, MSE: 86.9779166822577, MAPE: 22.55% Accuracy for Africa and Product 255: MAE: 22.238557956559667, MSE: 531.6333379668862, MAPE: 365.06% Accuracy for Africa and Product 256: MAE: 16.806579890189578, MSE: 317.4468356083845, MAPE: 34.17% Accuracy for Africa and Product 257: MAE: 14.64896190155721, MSE: 268.5103103087621, MAPE: 41.61% Accuracy for Africa and Product 258: MAE: 8.95022567785053, MSE: 116.1971217962187, MAPE: 35.23% Accuracy for Africa and Product 259: MAE: 10.407730244476957, MSE: 173.28321979316092, MAPE: 47.87% Accuracy for Africa and Product 260: MAE: 13.108987243523103, MSE: 339.09057998872004, MAPE: 104.39% Accuracy for Africa and Product 261: MAE: 27.111065895459262, MSE: 946.309017742793, MAPE: 123.29% Accuracy for Africa and Product 262: MAE: 11.008150226378547, MSE: 177.31157818544617, MAPE: 30.88% Accuracy for Africa and Product 263: MAE: 20.738473045329666, MSE: 537.2209942756072, MAPE: 50.58% Accuracy for Africa and Product 264: MAE: 13.875819622683778, MSE: 293.2789710743979, MAPE: 34.45% Accuracy for Africa and Product 265: MAE: 18.968392766409625, MSE: 407.2834302972293, MAPE: 73.05% Accuracy for Africa and Product 266: MAE: 4.955346969140933, MSE: 51.309556447685324, MAPE: 9.41% Accuracy for Africa and Product 267: MAE: 9.251231661799132, MSE: 140.6917748845844, MAPE: 36.55% Accuracy for Africa and Product 268: MAE: 10.365140413644784, MSE: 108.60396554797846, MAPE: 22.54% Accuracy for Africa and Product 269: MAE: 7.861715209918641, MSE: 67.68252943211465, MAPE: 21.71% Accuracy for Africa and Product 270: MAE: 13.962882771415263, MSE: 236.40811937742538, MAPE: 35.16% Accuracy for Africa and Product 271: MAE: 20.248139457075943, MSE: 507.802011568133, MAPE: 71.94% Accuracy for Africa and Product 272: MAE: 10.515600122875613, MSE: 229.85648784330837, MAPE: 31.25% Accuracy for Africa and Product 273: MAE: 15.601272273018475, MSE: 288.7388542189758, MAPE: 60.89% Accuracy for Africa and Product 274: MAE: 12.250969597357345, MSE: 180.50420997917166, MAPE: 37.08% Accuracy for Africa and Product 275: MAE: 6.8393295641708844, MSE: 61.64650989081166, MAPE: 33.36% Accuracy for Africa and Product 276: MAE: 12.554203044215138, MSE: 394.995845303708, MAPE: 150.95% Accuracy for Africa and Product 277: MAE: 12.70734504239708, MSE: 275.99611457123854, MAPE: 48.55% Accuracy for Africa and Product 278: MAE: 11.31592231827201, MSE: 165.3636892439251, MAPE: 27.35% Accuracy for Africa and Product 279: MAE: 14.986094258908832, MSE: 342.7968809863103, MAPE: 36.27% Accuracy for Africa and Product 280: MAE: 7.353686780107678, MSE: 76.25682024540697, MAPE: 25.22% Accuracy for Africa and Product 281: MAE: 11.959177860139144, MSE: 163.41678710872787, MAPE: 47.41% Accuracy for Africa and Product 282: MAE: 14.166385214530326, MSE: 339.555268950303, MAPE: 42.95% Accuracy for Africa and Product 283: MAE: 15.571933453491699, MSE: 429.40702971330455, MAPE: 122.73% Accuracy for Africa and Product 284: MAE: 8.911878872644849, MSE: 98.79873590373138, MAPE: 27.20% Accuracy for Africa and Product 285: MAE: 10.635187837805994, MSE: 164.44444905933852, MAPE: 22.54% Accuracy for Africa and Product 286: MAE: 7.799752043558636, MSE: 118.47561252210365, MAPE: 24.67% Accuracy for Africa and Product 287: MAE: 10.582160035570363, MSE: 137.956755960005, MAPE: 36.37% Accuracy for Africa and Product 288: MAE: 16.380169189456556, MSE: 433.35713579800705, MAPE: 43.55% Accuracy for Africa and Product 289: MAE: 18.792117717499544, MSE: 399.15530642441195, MAPE: 58.43% Accuracy for Africa and Product 290: MAE: 13.875602766822078, MSE: 293.17771145652887, MAPE: 33.46% Accuracy for Africa and Product 291: MAE: 9.503724254491441, MSE: 119.44562619392464, MAPE: 36.52% Accuracy for Africa and Product 292: MAE: 26.766410276280055, MSE: 1018.7361687223117, MAPE: 114.23% Accuracy for Africa and Product 293: MAE: 15.544397962059131, MSE: 354.8409390177103, MAPE: 32.39% Accuracy for Africa and Product 294: MAE: 11.831497998865277, MSE: 191.2244755945856, MAPE: 29.27% Accuracy for Africa and Product 295: MAE: 20.366160795969176, MSE: 554.888473947278, MAPE: 142.48% Accuracy for Africa and Product 296: MAE: 9.095818620134555, MSE: 126.12009636145203, MAPE: 24.08% Accuracy for Africa and Product 297: MAE: 17.57986537776189, MSE: 488.3782590028753, MAPE: 41.25% Accuracy for Africa and Product 298: MAE: 9.525492706438794, MSE: 173.9708126324639, MAPE: 15.54% Accuracy for Africa and Product 299: MAE: 18.276698046746418, MSE: 493.2253625320189, MAPE: 69.69% Accuracy for Africa and Product 300: MAE: 9.398863827860819, MSE: 134.59947048319356, MAPE: 25.52% Accuracy for Africa and Product 301: MAE: 25.255419099376976, MSE: 782.0766970040766, MAPE: 150.58% Accuracy for Africa and Product 302: MAE: 2.7039112627641186, MSE: 13.197427743440324, MAPE: 6.86% Accuracy for Africa and Product 303: MAE: 14.10572723208366, MSE: 240.06205838099945, MAPE: 77.00% Accuracy for Africa and Product 304: MAE: 19.927912642862335, MSE: 411.33863463913906, MAPE: 206.28% Accuracy for Africa and Product 305: MAE: 5.188928526701908, MSE: 35.759328179814375, MAPE: 11.11% Accuracy for Africa and Product 306: MAE: 7.557190287518537, MSE: 113.98445919329386, MAPE: 32.18% Accuracy for Africa and Product 307: MAE: 19.21800314597767, MSE: 572.8196949760882, MAPE: 90.02% Accuracy for Africa and Product 308: MAE: 15.591830016226197, MSE: 411.85207123999135, MAPE: 102.29% Accuracy for Africa and Product 309: MAE: 12.801492463675936, MSE: 298.69378538463263, MAPE: 48.50% Accuracy for Africa and Product 310: MAE: 10.753032864391617, MSE: 158.1775205515643, MAPE: 36.17% Accuracy for Africa and Product 311: MAE: 10.55553307554385, MSE: 269.7106079191272, MAPE: 22.33% Accuracy for Africa and Product 312: MAE: 9.871727068292877, MSE: 119.94273972904591, MAPE: 21.68% Accuracy for Africa and Product 313: MAE: 15.325309760433914, MSE: 355.0956407370201, MAPE: 36.63% Accuracy for Africa and Product 314: MAE: 11.256871121510695, MSE: 461.330345274313, MAPE: 18.23% Accuracy for Africa and Product 315: MAE: 6.4186422783758825, MSE: 72.3266162960497, MAPE: 27.26% Accuracy for Africa and Product 316: MAE: 16.67536383310067, MSE: 368.4439332711611, MAPE: 51.32% Accuracy for Africa and Product 317: MAE: 16.76376593269258, MSE: 484.8609763821238, MAPE: 94.23% Accuracy for Africa and Product 318: MAE: 16.49308546396066, MSE: 343.4564404686538, MAPE: 38.59% Accuracy for Africa and Product 319: MAE: 19.43922005091158, MSE: 483.3562997599902, MAPE: 46.79% Accuracy for Africa and Product 320: MAE: 20.37386853756881, MSE: 664.2533164187919, MAPE: 40.02% Accuracy for Africa and Product 321: MAE: 12.43995888895136, MSE: 197.59852323014746, MAPE: 25.98% Accuracy for Africa and Product 322: MAE: 19.446745614494535, MSE: 572.3892154674911, MAPE: 66.27% Accuracy for Africa and Product 323: MAE: 14.310578802027354, MSE: 267.6045094718105, MAPE: 36.54% Accuracy for Africa and Product 324: MAE: 15.816577038494685, MSE: 381.5070014572996, MAPE: 34.66% Accuracy for Africa and Product 325: MAE: 7.459111738571404, MSE: 90.46793946238527, MAPE: 18.69% Accuracy for Africa and Product 326: MAE: 18.76236037566586, MSE: 474.8173858153894, MAPE: 98.05% Accuracy for Africa and Product 327: MAE: 10.974811956150637, MSE: 181.94829353170803, MAPE: 28.82% Accuracy for Africa and Product 328: MAE: 8.843189444180698, MSE: 103.49329162290364, MAPE: 17.91% Accuracy for Africa and Product 329: MAE: 16.34196272378849, MSE: 697.4919162330822, MAPE: 41.15% Accuracy for Africa and Product 330: MAE: 5.142963987317176, MSE: 46.56960603501466, MAPE: 13.85% Accuracy for Africa and Product 331: MAE: 13.420203700740245, MSE: 267.10422209780086, MAPE: 32.86% Accuracy for Africa and Product 332: MAE: 15.256909241837935, MSE: 291.1940106804519, MAPE: 40.93% Accuracy for Africa and Product 333: MAE: 12.394132298571254, MSE: 202.88434999687328, MAPE: 50.11% Accuracy for Africa and Product 334: MAE: 16.10308544203814, MSE: 439.2552773438698, MAPE: 48.88% Accuracy for Africa and Product 335: MAE: 16.607898545076132, MSE: 351.50184483474493, MAPE: 36.13% Accuracy for Africa and Product 336: MAE: 10.987978403205869, MSE: 188.9935014151034, MAPE: 25.00% Accuracy for Africa and Product 337: MAE: 18.52699900503439, MSE: 418.9162067129975, MAPE: 40.27% Accuracy for Africa and Product 338: MAE: 17.457761165406243, MSE: 382.5312857014279, MAPE: 48.47% Accuracy for Africa and Product 339: MAE: 13.352790347540068, MSE: 387.9471160958372, MAPE: 44.63% Accuracy for Africa and Product 340: MAE: 17.135200330027345, MSE: 490.33554787916455, MAPE: 42.36% Accuracy for Africa and Product 341: MAE: 19.986845602896057, MSE: 459.4254750316848, MAPE: 59.90% Accuracy for Africa and Product 342: MAE: 7.571137040423158, MSE: 59.2295533792509, MAPE: 28.76% Accuracy for Africa and Product 343: MAE: 10.900189203077566, MSE: 148.12175290575777, MAPE: 28.23% Accuracy for Africa and Product 344: MAE: 10.763806475406275, MSE: 161.67143207173362, MAPE: 44.69% Accuracy for Africa and Product 345: MAE: 19.467484562122007, MSE: 485.9854549596512, MAPE: 45.92% Accuracy for Africa and Product 346: MAE: 12.426555576944661, MSE: 223.97985554354426, MAPE: 28.83% Accuracy for Africa and Product 347: MAE: 12.95387529751506, MSE: 212.7336996457885, MAPE: 35.20% Accuracy for Africa and Product 348: MAE: 9.138293113935037, MSE: 134.92463527449803, MAPE: 27.15% Accuracy for Africa and Product 349: MAE: 13.126070383148754, MSE: 199.68487693119104, MAPE: 42.18% Accuracy for Africa and Product 350: MAE: 9.421074102557185, MSE: 157.62176745806647, MAPE: 27.10% Accuracy for Africa and Product 351: MAE: 10.170468307974684, MSE: 141.23636054213642, MAPE: 37.78% Accuracy for Africa and Product 352: MAE: 9.848625980312374, MSE: 169.1078895329271, MAPE: 49.46% Accuracy for Africa and Product 353: MAE: 15.385088926585004, MSE: 298.62091281239293, MAPE: 44.83% Accuracy for Africa and Product 354: MAE: 8.529827892433955, MSE: 124.99985525405927, MAPE: 18.51% Accuracy for Africa and Product 355: MAE: 13.0559092716944, MSE: 227.45612173289592, MAPE: 40.82% Accuracy for Africa and Product 356: MAE: 17.874840365129035, MSE: 388.66937008847265, MAPE: 65.24% Accuracy for Africa and Product 357: MAE: 12.020214249658084, MSE: 147.51703037982267, MAPE: 29.96% Accuracy for Africa and Product 358: MAE: 15.762964222848689, MSE: 358.2564689135491, MAPE: 46.05% Accuracy for Africa and Product 359: MAE: 12.564535394849099, MSE: 291.2495283748243, MAPE: 27.71% Accuracy for Africa and Product 360: MAE: 11.146940594842842, MSE: 264.9471692999755, MAPE: 54.36% Accuracy for Africa and Product 361: MAE: 7.961184292364663, MSE: 81.813607378807, MAPE: 22.37% Accuracy for Africa and Product 362: MAE: 7.540546557858789, MSE: 98.8930436536853, MAPE: 23.59% Accuracy for Africa and Product 363: MAE: 9.134165794867561, MSE: 167.22282570816, MAPE: 20.37% Accuracy for Africa and Product 364: MAE: 15.588745021287547, MSE: 279.45519356948785, MAPE: 63.68% Accuracy for Africa and Product 365: MAE: 4.647721619184268, MSE: 29.25426204325717, MAPE: 14.97% Accuracy for Africa and Product 366: MAE: 17.505190210513213, MSE: 456.5657469435176, MAPE: 46.92% Accuracy for Africa and Product 367: MAE: 10.081313264329705, MSE: 131.77881426285495, MAPE: 30.28% Accuracy for Africa and Product 368: MAE: 6.028111287459452, MSE: 85.22403521766805, MAPE: 15.03% Accuracy for Africa and Product 369: MAE: 13.877996208838553, MSE: 290.6366060135582, MAPE: 38.60% Accuracy for Africa and Product 370: MAE: 20.380992340997942, MSE: 609.9055120684366, MAPE: 50.18% Accuracy for Africa and Product 371: MAE: 10.672180775707243, MSE: 175.58368285003434, MAPE: 36.47% Accuracy for Africa and Product 372: MAE: 13.555317139076692, MSE: 283.55316903130085, MAPE: 32.33% Accuracy for Africa and Product 373: MAE: 13.992457540549704, MSE: 243.9857764876662, MAPE: 35.39% Accuracy for Africa and Product 374: MAE: 5.82323623027556, MSE: 36.06863199453055, MAPE: 12.83% Accuracy for Africa and Product 375: MAE: 6.950052280905406, MSE: 58.811260673151914, MAPE: 32.95% Accuracy for Africa and Product 376: MAE: 7.223407205794908, MSE: 74.32434132540571, MAPE: 16.99% Accuracy for Africa and Product 377: MAE: 10.100700437795052, MSE: 189.12066483588026, MAPE: 24.28% Accuracy for Africa and Product 378: MAE: 7.787746552348312, MSE: 81.88670150508521, MAPE: 28.06% Accuracy for Africa and Product 379: MAE: 4.687919556987927, MSE: 38.22319666844967, MAPE: 18.11% Accuracy for Africa and Product 380: MAE: 23.497190079066225, MSE: 965.3792003954483, MAPE: 46.01% Accuracy for Africa and Product 381: MAE: 5.706706210139112, MSE: 52.39072946074508, MAPE: 12.26% Accuracy for Africa and Product 382: MAE: 8.302495888523577, MSE: 77.68960078172958, MAPE: 23.81% Accuracy for Africa and Product 383: MAE: 19.8830262673305, MSE: 419.85012198222165, MAPE: 53.11% Accuracy for Africa and Product 384: MAE: 12.754788646522702, MSE: 259.9455747685868, MAPE: 53.54% Accuracy for Africa and Product 385: MAE: 8.868066189186823, MSE: 132.0913837196187, MAPE: 22.53% Accuracy for Africa and Product 386: MAE: 10.177338133872574, MSE: 196.9260434760293, MAPE: 23.02% Accuracy for Africa and Product 387: MAE: 20.636519342044704, MSE: 822.9344767662449, MAPE: 163.06% Accuracy for Africa and Product 388: MAE: 21.68067987420094, MSE: 535.6443663857755, MAPE: 84.27% Accuracy for Africa and Product 389: MAE: 10.386280091771422, MSE: 168.56314086481171, MAPE: 44.78% Accuracy for Africa and Product 390: MAE: 15.001033811141237, MSE: 337.83843688073904, MAPE: 92.88% Accuracy for Africa and Product 391: MAE: 5.983177997493073, MSE: 45.18138799701292, MAPE: 20.79% Accuracy for Africa and Product 392: MAE: 10.073588303803108, MSE: 143.39102850343443, MAPE: 31.78% Accuracy for Africa and Product 393: MAE: 17.413410575417306, MSE: 672.0723070219321, MAPE: 40.90% Accuracy for Africa and Product 394: MAE: 6.472601016905488, MSE: 52.45477577522032, MAPE: 16.59% Accuracy for Africa and Product 395: MAE: 5.329759005362831, MSE: 69.12159731356233, MAPE: 11.40% Accuracy for Africa and Product 396: MAE: 8.171151659040438, MSE: 162.4073731259818, MAPE: 25.92% Accuracy for Africa and Product 397: MAE: 16.10630642769759, MSE: 272.02898341880325, MAPE: 36.82% Accuracy for Africa and Product 398: MAE: 11.154680929405979, MSE: 230.22506047360156, MAPE: 55.13% Accuracy for Africa and Product 399: MAE: 11.948106422535574, MSE: 208.42563024505307, MAPE: 34.83% Accuracy for Africa and Product 400: MAE: 21.112412438404412, MSE: 487.04147310888254, MAPE: 65.32% Accuracy for Africa and Product 401: MAE: 9.125133785697244, MSE: 87.19710413206401, MAPE: 28.28% Accuracy for Africa and Product 402: MAE: 10.91147371418921, MSE: 216.2473445132865, MAPE: 24.29% Accuracy for Africa and Product 403: MAE: 10.376783009217858, MSE: 142.40250408690895, MAPE: 23.61% Accuracy for Africa and Product 404: MAE: 8.22084506515355, MSE: 93.89274640499747, MAPE: 23.48% Accuracy for Africa and Product 405: MAE: 14.114834898248494, MSE: 264.71551506359253, MAPE: 31.06% Accuracy for Africa and Product 406: MAE: 10.737164967633595, MSE: 184.41598784018288, MAPE: 66.48% Accuracy for Africa and Product 407: MAE: 10.760880997848474, MSE: 157.58177260707842, MAPE: 25.38% Accuracy for Africa and Product 408: MAE: 17.40441510098262, MSE: 446.5153615845596, MAPE: 51.63% Accuracy for Africa and Product 409: MAE: 18.85284350291629, MSE: 434.39356521562786, MAPE: 82.72% Accuracy for Africa and Product 410: MAE: 14.374530072102562, MSE: 214.85779467957747, MAPE: 28.59% Accuracy for Africa and Product 411: MAE: 13.78250702328565, MSE: 239.49041703138428, MAPE: 42.93% Accuracy for Africa and Product 412: MAE: 17.001508258650396, MSE: 505.5169121504001, MAPE: 53.05% Accuracy for Africa and Product 413: MAE: 16.060118512453965, MSE: 514.894776400924, MAPE: 71.86% Accuracy for Africa and Product 414: MAE: 7.330099320409476, MSE: 69.31469333656507, MAPE: 16.30% Accuracy for Africa and Product 415: MAE: 9.415552419189387, MSE: 99.25075294941034, MAPE: 21.07% Accuracy for Africa and Product 416: MAE: 9.47552187602137, MSE: 253.06099729285853, MAPE: 18.16% Accuracy for Africa and Product 417: MAE: 12.479284049633819, MSE: 238.5305352902447, MAPE: 28.11% Accuracy for Africa and Product 418: MAE: 13.761269956979016, MSE: 237.36341636839452, MAPE: 35.00% Accuracy for Africa and Product 419: MAE: 15.042851347970222, MSE: 307.7921789352546, MAPE: 47.86% Accuracy for Africa and Product 420: MAE: 19.11173445230421, MSE: 533.9896919132468, MAPE: 93.55% Accuracy for Africa and Product 421: MAE: 10.23055991140791, MSE: 129.0189657034047, MAPE: 25.47% Accuracy for Africa and Product 422: MAE: 7.9971786388887764, MSE: 109.13153100678946, MAPE: 37.54% Accuracy for Africa and Product 423: MAE: 15.33771124371608, MSE: 299.7574398700704, MAPE: 37.61% Accuracy for Africa and Product 424: MAE: 10.239994123800932, MSE: 160.6384405239211, MAPE: 71.02% Accuracy for Africa and Product 425: MAE: 16.937482187136027, MSE: 395.91904186595923, MAPE: 33.14% Accuracy for Africa and Product 426: MAE: 13.668457814964702, MSE: 290.2740524982887, MAPE: 40.79% Accuracy for Africa and Product 427: MAE: 6.931433230083312, MSE: 62.0918032745422, MAPE: 18.51% Accuracy for Africa and Product 428: MAE: 9.951195728841222, MSE: 138.7877733225667, MAPE: 24.98% Accuracy for Africa and Product 429: MAE: 12.559071799555271, MSE: 241.86125650690582, MAPE: 28.33% Accuracy for Africa and Product 430: MAE: 10.390784587842136, MSE: 121.75109322925793, MAPE: 24.16% Accuracy for Africa and Product 431: MAE: 15.334939315455014, MSE: 387.54801947839593, MAPE: 38.28% Accuracy for Africa and Product 432: MAE: 14.340289197710879, MSE: 274.3116032017216, MAPE: 34.00% Accuracy for Africa and Product 433: MAE: 15.895034251439393, MSE: 333.20599212429556, MAPE: 40.73% Accuracy for Africa and Product 434: MAE: 8.385204885238085, MSE: 77.75693052912615, MAPE: 20.40% Accuracy for Africa and Product 435: MAE: 9.901571857822615, MSE: 145.2153656018394, MAPE: 31.96% Accuracy for Africa and Product 436: MAE: 22.566620582905834, MSE: 591.8801083504843, MAPE: 56.85% Accuracy for Africa and Product 437: MAE: 23.61543264770302, MSE: 662.5255443732349, MAPE: 71.66% Accuracy for Africa and Product 438: MAE: 8.176976339903144, MSE: 105.01764143317946, MAPE: 31.13% Accuracy for Africa and Product 439: MAE: 12.515739487314818, MSE: 204.80885880369593, MAPE: 31.73% Accuracy for Africa and Product 440: MAE: 11.04025274065746, MSE: 145.70266866350752, MAPE: 42.26% Accuracy for Africa and Product 441: MAE: 7.563036977770049, MSE: 84.24474364752248, MAPE: 21.23% Accuracy for Africa and Product 442: MAE: 18.33294813364764, MSE: 405.6960071019475, MAPE: 88.23% Accuracy for Africa and Product 443: MAE: 10.47364640075675, MSE: 159.1864174174183, MAPE: 26.00% Accuracy for Africa and Product 444: MAE: 25.927164700172135, MSE: 884.4718715959164, MAPE: 93.51% Accuracy for Africa and Product 445: MAE: 7.731205711181933, MSE: 89.11816166438379, MAPE: 24.70% Accuracy for Africa and Product 446: MAE: 13.541694243299963, MSE: 367.78469066410537, MAPE: 26.98% Accuracy for Africa and Product 447: MAE: 13.179085062181404, MSE: 227.70873326248548, MAPE: 49.86% Accuracy for Africa and Product 448: MAE: 16.248341120974157, MSE: 410.80243806206073, MAPE: 55.40% Accuracy for Africa and Product 449: MAE: 9.414880715747177, MSE: 153.35253609122046, MAPE: 19.38% Accuracy for Africa and Product 450: MAE: 14.580601092423962, MSE: 273.12491316851936, MAPE: 41.70% Accuracy for Africa and Product 451: MAE: 13.884637526807722, MSE: 308.4013889490546, MAPE: 50.86% Accuracy for Africa and Product 452: MAE: 3.3673141887120464, MSE: 25.00744126726059, MAPE: 8.36% Accuracy for Africa and Product 453: MAE: 14.088182695141526, MSE: 294.0102583872902, MAPE: 66.27% Accuracy for Africa and Product 454: MAE: 4.345502500156153, MSE: 32.606784532147195, MAPE: 10.48% Accuracy for Africa and Product 455: MAE: 10.10953129251835, MSE: 139.46322452130067, MAPE: 24.76% Accuracy for Africa and Product 456: MAE: 8.678068164255304, MSE: 105.77820708761116, MAPE: 23.74% Accuracy for Africa and Product 457: MAE: 11.516754937221728, MSE: 237.93430691563518, MAPE: 35.22% Accuracy for Africa and Product 458: MAE: 21.54660181667566, MSE: 631.3785698197944, MAPE: 47.10% Accuracy for Africa and Product 459: MAE: 13.712447126982994, MSE: 323.17083990127065, MAPE: 70.10% Accuracy for Africa and Product 460: MAE: 11.587754362291513, MSE: 146.14236618710552, MAPE: 24.24% Accuracy for Africa and Product 461: MAE: 22.977236040918633, MSE: 676.9435260805831, MAPE: 83.15% Accuracy for Africa and Product 462: MAE: 11.240767016009906, MSE: 153.74103398300812, MAPE: 25.26% Accuracy for Africa and Product 463: MAE: 10.87799123869322, MSE: 166.44551849797546, MAPE: 37.88% Accuracy for Africa and Product 464: MAE: 9.50387753370455, MSE: 163.8103228624218, MAPE: 44.20% Accuracy for Africa and Product 465: MAE: 4.392274064711282, MSE: 61.378637502573056, MAPE: 8.18% Accuracy for Africa and Product 466: MAE: 11.285160804462695, MSE: 196.25169744944745, MAPE: 34.46% Accuracy for Africa and Product 467: MAE: 18.489058868652176, MSE: 487.40919022537383, MAPE: 53.18% Accuracy for Africa and Product 468: MAE: 13.320935173852684, MSE: 212.40554157502748, MAPE: 39.50% Accuracy for Africa and Product 469: MAE: 12.28167475384902, MSE: 200.44066299652852, MAPE: 72.72% Accuracy for Africa and Product 470: MAE: 9.96598712486573, MSE: 158.4575949892531, MAPE: 55.95% Accuracy for Africa and Product 471: MAE: 13.992936826390334, MSE: 223.0982132140194, MAPE: 43.35% Accuracy for Africa and Product 472: MAE: 12.969233815241882, MSE: 253.44222398839855, MAPE: 30.66% Accuracy for Africa and Product 473: MAE: 9.19172733840513, MSE: 116.01693913440481, MAPE: 33.28% Accuracy for Africa and Product 474: MAE: 7.622156051820598, MSE: 91.03362423699825, MAPE: 19.17% Accuracy for Africa and Product 475: MAE: 8.30879134882714, MSE: 103.97906715790221, MAPE: 28.86% Accuracy for Africa and Product 476: MAE: 16.73802925931372, MSE: 467.8935335742326, MAPE: 52.91% Accuracy for Africa and Product 477: MAE: 15.946189828062817, MSE: 455.6910589376227, MAPE: 32.57% Accuracy for Africa and Product 478: MAE: 11.099804990445833, MSE: 285.3199914491172, MAPE: 33.70% Accuracy for Africa and Product 479: MAE: 14.329178575743029, MSE: 319.43101668524395, MAPE: 47.94% Accuracy for Africa and Product 480: MAE: 8.919452671237169, MSE: 95.06362676696182, MAPE: 49.42% Accuracy for Africa and Product 481: MAE: 11.223656073949595, MSE: 204.78355877425338, MAPE: 54.70% Accuracy for Africa and Product 482: MAE: 15.993157345302535, MSE: 329.36026812438956, MAPE: 58.30% Accuracy for Africa and Product 483: MAE: 19.162631798844618, MSE: 660.6564146476805, MAPE: 133.50% Accuracy for Africa and Product 484: MAE: 12.356916626497425, MSE: 256.1480269128199, MAPE: 31.35% Accuracy for Africa and Product 485: MAE: 23.229437841883716, MSE: 714.1311262693135, MAPE: 54.61% Accuracy for Africa and Product 486: MAE: 14.848301300846845, MSE: 293.35413940297786, MAPE: 30.87% Accuracy for Africa and Product 487: MAE: 5.356593643886889, MSE: 59.874623214924384, MAPE: 8.52% Accuracy for Africa and Product 488: MAE: 17.05978845933763, MSE: 429.71500281688316, MAPE: 56.14% Accuracy for Africa and Product 489: MAE: 14.41126193447587, MSE: 330.1465650350293, MAPE: 102.77% Accuracy for Africa and Product 490: MAE: 13.038016769755211, MSE: 222.61443565152413, MAPE: 44.04% Accuracy for Africa and Product 491: MAE: 6.6066041895479115, MSE: 50.34502742441158, MAPE: 22.37% Accuracy for Africa and Product 492: MAE: 19.23839359620109, MSE: 585.3752246660899, MAPE: 48.07% Accuracy for Africa and Product 493: MAE: 20.422984611008356, MSE: 650.7456763290418, MAPE: 76.11% Accuracy for Africa and Product 494: MAE: 10.068816550537496, MSE: 157.95317909281488, MAPE: 33.27% Accuracy for Africa and Product 495: MAE: 13.851976390875706, MSE: 220.32783195060856, MAPE: 35.50% Accuracy for Africa and Product 496: MAE: 24.339771529343416, MSE: 738.5539571861907, MAPE: 53.94% Accuracy for Africa and Product 497: MAE: 12.017638338842307, MSE: 168.7753276751727, MAPE: 31.58% Accuracy for Africa and Product 498: MAE: 11.23445110624764, MSE: 237.70709560285158, MAPE: 61.63% Accuracy for Africa and Product 499: MAE: 12.807348871289054, MSE: 217.95520270670394, MAPE: 42.34% Accuracy for Africa and Product 500: MAE: 17.71705630028321, MSE: 570.0756155786318, MAPE: 38.35% Accuracy for Africa and Product 501: MAE: 19.690139910760884, MSE: 438.0194910407825, MAPE: 77.75% Accuracy for Africa and Product 502: MAE: 9.184995125381686, MSE: 108.70958781337401, MAPE: 32.05% Accuracy for Africa and Product 503: MAE: 22.55601451976661, MSE: 698.2073649943195, MAPE: 85.25% Accuracy for Africa and Product 504: MAE: 14.863851065387465, MSE: 237.7884650249326, MAPE: 33.52% Accuracy for Africa and Product 505: MAE: 11.63992147236301, MSE: 184.4490229697406, MAPE: 30.43% Accuracy for Africa and Product 506: MAE: 22.969435553442487, MSE: 542.0367763668152, MAPE: 62.23% Accuracy for Africa and Product 507: MAE: 15.025277530217831, MSE: 354.6877242422005, MAPE: 69.15% Accuracy for Africa and Product 508: MAE: 17.643557066398852, MSE: 350.29044106061434, MAPE: 35.06% Accuracy for Africa and Product 509: MAE: 16.154756426305937, MSE: 494.28133570806875, MAPE: 32.66% Accuracy for Africa and Product 510: MAE: 19.845233544084547, MSE: 507.5640446782304, MAPE: 97.46% Accuracy for Africa and Product 511: MAE: 19.002458478273862, MSE: 653.9921845475279, MAPE: 54.41% Accuracy for Africa and Product 512: MAE: 7.6369265593584545, MSE: 82.69573789848424, MAPE: 25.39% Accuracy for Africa and Product 513: MAE: 19.7932597918512, MSE: 731.0863244970648, MAPE: 44.29% Accuracy for Africa and Product 514: MAE: 7.943042770786573, MSE: 115.54246022354098, MAPE: 16.80% Accuracy for Africa and Product 515: MAE: 11.53728522226868, MSE: 247.1429337698649, MAPE: 24.96% Accuracy for Africa and Product 516: MAE: 7.740961641376503, MSE: 90.32146399218098, MAPE: 22.35% Accuracy for Africa and Product 517: MAE: 12.26904360366038, MSE: 181.46107408396475, MAPE: 42.60% Accuracy for Africa and Product 518: MAE: 6.642478826102453, MSE: 47.72271694313282, MAPE: 27.48% Accuracy for Africa and Product 519: MAE: 19.076741932148543, MSE: 472.2746665441815, MAPE: 69.12% Accuracy for Africa and Product 520: MAE: 10.800344725084312, MSE: 196.3388371161492, MAPE: 277.38% Accuracy for Africa and Product 521: MAE: 5.950997067072529, MSE: 59.643064340889225, MAPE: 15.96% Accuracy for Africa and Product 522: MAE: 8.875701657189577, MSE: 122.67492377269821, MAPE: 23.38% Accuracy for Africa and Product 523: MAE: 13.51050515719091, MSE: 376.18328300647204, MAPE: 26.72% Accuracy for Africa and Product 524: MAE: 19.39297694936848, MSE: 451.6935925775084, MAPE: 39.29% Accuracy for Africa and Product 525: MAE: 13.014224019784535, MSE: 229.459104958522, MAPE: 46.65% Accuracy for Africa and Product 526: MAE: 14.1783513919222, MSE: 228.3693492682657, MAPE: 36.23% Accuracy for Africa and Product 527: MAE: 16.23910298762401, MSE: 503.36483395523163, MAPE: 51.54% Accuracy for Africa and Product 528: MAE: 14.66036690649231, MSE: 340.6382631365366, MAPE: 78.37% Accuracy for Africa and Product 529: MAE: 16.637288320342822, MSE: 304.66148781524345, MAPE: 58.00% Accuracy for Africa and Product 530: MAE: 9.006029702168913, MSE: 97.9714148868085, MAPE: 37.67% Accuracy for Africa and Product 531: MAE: 8.163266474707555, MSE: 110.96385604105419, MAPE: 14.26% Accuracy for Africa and Product 532: MAE: 15.322616785069508, MSE: 352.7330414493951, MAPE: 57.40% Accuracy for Africa and Product 533: MAE: 13.273285227153263, MSE: 435.9093689720245, MAPE: 25.79% Accuracy for Africa and Product 534: MAE: 6.186978925235557, MSE: 74.01333489721281, MAPE: 21.06% Accuracy for Africa and Product 535: MAE: 16.45662929150748, MSE: 316.93234373616747, MAPE: 45.15% Accuracy for Africa and Product 536: MAE: 9.270657148760764, MSE: 222.30343321121708, MAPE: 39.54% Accuracy for Africa and Product 537: MAE: 4.516964126065098, MSE: 36.67335857682288, MAPE: 12.39% Accuracy for Africa and Product 538: MAE: 15.8647850635186, MSE: 374.14296229983813, MAPE: 38.85% Accuracy for Africa and Product 539: MAE: 17.978073711061306, MSE: 462.7532970655179, MAPE: 59.14% Accuracy for Africa and Product 540: MAE: 7.848676894682397, MSE: 84.46835247650856, MAPE: 19.37% Accuracy for Africa and Product 541: MAE: 14.40241716436908, MSE: 248.10201083217953, MAPE: 44.48% Accuracy for Africa and Product 542: MAE: 13.362974986132352, MSE: 272.38298738254434, MAPE: 26.71% Accuracy for Africa and Product 543: MAE: 17.232060629314752, MSE: 431.45086285498246, MAPE: 33.62% Accuracy for Africa and Product 544: MAE: 16.39190834320298, MSE: 286.98735624659236, MAPE: 56.30% Accuracy for Africa and Product 545: MAE: 9.605426264397188, MSE: 192.02458293470568, MAPE: 19.80% Accuracy for Africa and Product 546: MAE: 19.203739579662123, MSE: 523.7693516578106, MAPE: 67.14% Accuracy for Africa and Product 547: MAE: 7.768963301326936, MSE: 96.71612413285627, MAPE: 27.21% Accuracy for Africa and Product 548: MAE: 17.539370036629215, MSE: 392.3446411148569, MAPE: 49.15% Accuracy for Africa and Product 549: MAE: 11.297170693404562, MSE: 410.6968040631735, MAPE: 20.43% Accuracy for Africa and Product 550: MAE: 13.238321776882694, MSE: 253.94207625634164, MAPE: 36.44% Accuracy for Africa and Product 551: MAE: 12.218148706286971, MSE: 207.28507285351589, MAPE: 80.57% Accuracy for Africa and Product 552: MAE: 9.704683875346454, MSE: 117.87181272756675, MAPE: 27.08% Accuracy for Africa and Product 553: MAE: 9.922614000826547, MSE: 131.35950171407305, MAPE: 31.43% Accuracy for Africa and Product 554: MAE: 10.71828514249334, MSE: 126.65281277346048, MAPE: 29.56% Accuracy for Africa and Product 555: MAE: 27.185743182308407, MSE: 807.4333367698235, MAPE: 277.23% Accuracy for Africa and Product 556: MAE: 16.637112622736367, MSE: 391.28230061157734, MAPE: 42.15% Accuracy for Africa and Product 557: MAE: 4.768771686873954, MSE: 37.355782948659325, MAPE: 13.10% Accuracy for Africa and Product 558: MAE: 10.61807068199138, MSE: 174.72031298049623, MAPE: 28.62% Accuracy for Africa and Product 559: MAE: 15.222372942737499, MSE: 244.30816914044772, MAPE: 77.66% Accuracy for Africa and Product 560: MAE: 8.050571207610124, MSE: 111.53365199897534, MAPE: 30.57% Accuracy for Africa and Product 561: MAE: 11.132201298647155, MSE: 140.79036392659037, MAPE: 27.21% Accuracy for Africa and Product 562: MAE: 4.24615484143637, MSE: 26.58575417356635, MAPE: 9.69% Accuracy for Africa and Product 563: MAE: 13.343325324260537, MSE: 204.98797729871075, MAPE: 57.39% Accuracy for Africa and Product 564: MAE: 7.194725957302237, MSE: 69.07617460861553, MAPE: 23.96% Accuracy for Africa and Product 565: MAE: 10.715933699013107, MSE: 186.17261573479908, MAPE: 24.76% Accuracy for Africa and Product 566: MAE: 7.7670042503852885, MSE: 98.55583674589938, MAPE: 20.77% Accuracy for Africa and Product 567: MAE: 15.493293689440193, MSE: 482.57319178782745, MAPE: 31.77% Accuracy for Africa and Product 568: MAE: 16.893132403838468, MSE: 443.05962981716436, MAPE: 49.16% Accuracy for Africa and Product 569: MAE: 17.133814532295126, MSE: 386.5079729057305, MAPE: 101.54% Accuracy for Africa and Product 570: MAE: 12.977116556755169, MSE: 236.5956151451971, MAPE: 41.98% Accuracy for Africa and Product 571: MAE: 10.48978714282595, MSE: 152.04880082640122, MAPE: 26.73% Accuracy for Africa and Product 572: MAE: 10.675877993068784, MSE: 163.86492798563114, MAPE: 28.56% Accuracy for Africa and Product 573: MAE: 9.56508913629251, MSE: 98.76925520645166, MAPE: 26.92% Accuracy for Africa and Product 574: MAE: 12.043106062024215, MSE: 252.41376133117038, MAPE: 42.56% Accuracy for Africa and Product 575: MAE: 11.270029610083046, MSE: 163.15042615078178, MAPE: 26.64% Accuracy for Africa and Product 576: MAE: 14.419588807725066, MSE: 353.5621276111222, MAPE: 32.49% Accuracy for Africa and Product 577: MAE: 9.729922657633846, MSE: 118.94911316810922, MAPE: 29.29% Accuracy for Africa and Product 578: MAE: 16.045708387214646, MSE: 277.69950863559865, MAPE: 127.44% Accuracy for Africa and Product 579: MAE: 10.869856948961335, MSE: 148.6090021733995, MAPE: 33.85% Accuracy for Africa and Product 580: MAE: 13.980896211263234, MSE: 208.5916795487564, MAPE: 46.06% Accuracy for Africa and Product 581: MAE: 12.702912019621397, MSE: 248.13305796461705, MAPE: 32.15% Accuracy for Africa and Product 582: MAE: 13.937223579104892, MSE: 224.77744841919662, MAPE: 33.58% Accuracy for Africa and Product 583: MAE: 16.097637648238933, MSE: 483.75716469674063, MAPE: 40.30% Accuracy for Africa and Product 584: MAE: 15.63908824241397, MSE: 275.1639504194598, MAPE: 52.88% Accuracy for Africa and Product 585: MAE: 14.334104172392944, MSE: 246.48043404308487, MAPE: 44.32% Accuracy for Africa and Product 586: MAE: 5.263428268521149, MSE: 37.011639457693015, MAPE: 16.63% Accuracy for Africa and Product 587: MAE: 8.933641089653598, MSE: 242.9390446633171, MAPE: 44.54% Accuracy for Africa and Product 588: MAE: 18.249064018511753, MSE: 339.2653532144425, MAPE: 48.80% Accuracy for Africa and Product 589: MAE: 11.879381952545573, MSE: 159.7406303060825, MAPE: 38.60% Accuracy for Africa and Product 590: MAE: 14.179071311330441, MSE: 299.557670220856, MAPE: 43.38% Accuracy for Africa and Product 591: MAE: 18.02032093756512, MSE: 408.67917723215317, MAPE: 62.08% Accuracy for Africa and Product 592: MAE: 22.859694059571574, MSE: 651.5680880225104, MAPE: 79.70% Accuracy for Africa and Product 593: MAE: 13.66698333175105, MSE: 385.97801619371666, MAPE: 38.85% Accuracy for Africa and Product 594: MAE: 16.263138826253236, MSE: 540.9135745810829, MAPE: 73.42% Accuracy for Africa and Product 595: MAE: 15.389876076254314, MSE: 339.71029785561814, MAPE: 42.82% Accuracy for Africa and Product 596: MAE: 7.8396220653115, MSE: 94.23582944078423, MAPE: 27.68% Accuracy for Africa and Product 597: MAE: 13.652617101374698, MSE: 247.9807460063119, MAPE: 55.60% Accuracy for Africa and Product 598: MAE: 18.420056054710443, MSE: 434.61294396475176, MAPE: 40.00% Accuracy for Africa and Product 599: MAE: 8.147904165169255, MSE: 85.22625256543677, MAPE: 25.74% Accuracy for Africa and Product 600: MAE: 12.49662922100726, MSE: 289.468624457234, MAPE: 37.04% Accuracy for Africa and Product 601: MAE: 13.929361035518465, MSE: 224.605338061261, MAPE: 41.80% Accuracy for Africa and Product 602: MAE: 9.948568778277608, MSE: 172.28269932030707, MAPE: 39.01% Accuracy for Africa and Product 603: MAE: 8.264074020555586, MSE: 81.41044729903062, MAPE: 32.83% Accuracy for Africa and Product 604: MAE: 14.505023784321827, MSE: 315.7945774435674, MAPE: 59.29% Accuracy for Africa and Product 605: MAE: 14.4073559757588, MSE: 248.68763604896327, MAPE: 34.33% Accuracy for Africa and Product 606: MAE: 9.955236250977903, MSE: 116.4126879210082, MAPE: 28.71% Accuracy for Africa and Product 607: MAE: 7.23747878289087, MSE: 62.152434606717804, MAPE: 18.73% Accuracy for Africa and Product 608: MAE: 8.24376353150703, MSE: 108.74831803826794, MAPE: 34.76% Accuracy for Africa and Product 609: MAE: 14.679541529511079, MSE: 316.30681234448775, MAPE: 71.42% Accuracy for Africa and Product 610: MAE: 22.06346067391799, MSE: 712.6821471195441, MAPE: 58.95% Accuracy for Africa and Product 611: MAE: 10.72336566988105, MSE: 235.87595646966412, MAPE: 46.69% Accuracy for Africa and Product 612: MAE: 16.3957369332173, MSE: 374.64347769823416, MAPE: 62.64% Accuracy for Africa and Product 613: MAE: 15.328080573067563, MSE: 328.0759157224334, MAPE: 35.33% Accuracy for Africa and Product 614: MAE: 14.65554578874909, MSE: 246.7050017299717, MAPE: 34.18% Accuracy for Africa and Product 615: MAE: 14.056510642010796, MSE: 208.2706639175878, MAPE: 48.95% Accuracy for Africa and Product 616: MAE: 14.588800997671157, MSE: 415.9388348659854, MAPE: 30.81% Accuracy for Africa and Product 617: MAE: 13.614394567766757, MSE: 238.2524558752197, MAPE: 51.41% Accuracy for Africa and Product 618: MAE: 12.721922740992014, MSE: 221.63188119029104, MAPE: 28.03% Accuracy for Africa and Product 619: MAE: 9.139293282166124, MSE: 116.80791559999106, MAPE: 28.09% Accuracy for Africa and Product 620: MAE: 11.690263631327458, MSE: 222.1602899649825, MAPE: 56.53% Accuracy for Africa and Product 621: MAE: 11.873162437253955, MSE: 166.78766565422762, MAPE: 32.36% Accuracy for Africa and Product 622: MAE: 3.4541493114441506, MSE: 32.542046222068244, MAPE: 11.55% Accuracy for Africa and Product 623: MAE: 10.792741700181168, MSE: 276.88990157873883, MAPE: 22.11% Accuracy for Africa and Product 624: MAE: 20.064677785400107, MSE: 448.80363780910704, MAPE: 45.85% Accuracy for Africa and Product 625: MAE: 11.809155066967644, MSE: 219.1831634021133, MAPE: 38.50% Accuracy for Africa and Product 626: MAE: 22.51819452848893, MSE: 640.6188970472917, MAPE: 55.68% Accuracy for Africa and Product 627: MAE: 21.669505568376472, MSE: 812.3504733584169, MAPE: 56.50% Accuracy for Africa and Product 628: MAE: 12.685007594486155, MSE: 184.77156515446413, MAPE: 31.73% Accuracy for Africa and Product 629: MAE: 11.923448633240792, MSE: 184.219014713879, MAPE: 82.17% Accuracy for Africa and Product 630: MAE: 23.090641836850658, MSE: 894.0933103888532, MAPE: 52.85% Accuracy for Africa and Product 631: MAE: 3.3033478020841427, MSE: 19.135152778852916, MAPE: 7.38% Accuracy for Africa and Product 632: MAE: 16.89365031618545, MSE: 484.4924425202742, MAPE: 44.73% Accuracy for Africa and Product 633: MAE: 9.73461504863705, MSE: 137.77228215140858, MAPE: 36.20% Accuracy for Africa and Product 634: MAE: 11.434617350299815, MSE: 236.32260582059038, MAPE: 68.97% Accuracy for Africa and Product 635: MAE: 17.56770504227603, MSE: 453.86969957146357, MAPE: 43.19% Accuracy for Africa and Product 636: MAE: 12.165702504561803, MSE: 213.71115391861343, MAPE: 69.70% Accuracy for Africa and Product 637: MAE: 9.994626642188297, MSE: 168.84273232674954, MAPE: 24.13% Accuracy for Africa and Product 638: MAE: 20.297896361994457, MSE: 589.1171398046822, MAPE: 42.09% Accuracy for Africa and Product 639: MAE: 11.31648916375276, MSE: 246.984062876585, MAPE: 30.70% Accuracy for Africa and Product 640: MAE: 14.978518959031922, MSE: 323.7727107691984, MAPE: 97.66% Accuracy for Africa and Product 641: MAE: 13.899994630341023, MSE: 253.65095104058946, MAPE: 25.94% Accuracy for Africa and Product 642: MAE: 5.712747161579815, MSE: 54.60109016598757, MAPE: 16.71% Accuracy for Africa and Product 643: MAE: 7.350768273359686, MSE: 83.91629020766314, MAPE: 14.67% Accuracy for Africa and Product 644: MAE: 15.7055421673377, MSE: 474.4358053338892, MAPE: 37.35% Accuracy for Africa and Product 645: MAE: 8.856361265277613, MSE: 104.25096161980525, MAPE: 43.68% Accuracy for Africa and Product 646: MAE: 12.94797831750435, MSE: 272.472874477708, MAPE: 35.06% Accuracy for Africa and Product 647: MAE: 11.818695596485151, MSE: 227.54657949003482, MAPE: 34.08% Accuracy for Africa and Product 648: MAE: 13.606538101689372, MSE: 238.3107702317628, MAPE: 82.47% Accuracy for Africa and Product 649: MAE: 15.095625974612119, MSE: 304.1706528529006, MAPE: 75.43% Accuracy for Africa and Product 650: MAE: 9.413107320330159, MSE: 91.33799396587337, MAPE: 30.44% Accuracy for Africa and Product 651: MAE: 11.420229487158192, MSE: 174.41780850402853, MAPE: 32.81% Accuracy for Africa and Product 652: MAE: 15.477848293274548, MSE: 254.91292562833104, MAPE: 47.58% Accuracy for Africa and Product 653: MAE: 17.222944688564706, MSE: 318.2900029959311, MAPE: 37.92% Accuracy for Africa and Product 654: MAE: 12.667730562636256, MSE: 249.40274422924668, MAPE: 31.76% Accuracy for Africa and Product 655: MAE: 16.379294842400387, MSE: 350.8613874422801, MAPE: 42.72% Accuracy for Africa and Product 656: MAE: 6.356434208782215, MSE: 54.52621638090221, MAPE: 21.47% Accuracy for Africa and Product 657: MAE: 18.398039325939955, MSE: 429.5271223152946, MAPE: 80.24% Accuracy for Africa and Product 658: MAE: 13.784436267129106, MSE: 218.0171917160701, MAPE: 45.65% Accuracy for Africa and Product 659: MAE: 10.665152603780857, MSE: 154.2353722348526, MAPE: 39.95% Accuracy for Africa and Product 660: MAE: 14.468607920157655, MSE: 243.99390688821094, MAPE: 50.78% Accuracy for Africa and Product 661: MAE: 9.612826553448787, MSE: 113.49283320211448, MAPE: 20.21% Accuracy for Africa and Product 662: MAE: 10.066876365858871, MSE: 120.68471030517135, MAPE: 31.93% Accuracy for Africa and Product 663: MAE: 8.018620131281846, MSE: 76.09041594130976, MAPE: 27.65% Accuracy for Africa and Product 664: MAE: 16.137875590563688, MSE: 388.3367716534374, MAPE: 42.30% Accuracy for Africa and Product 665: MAE: 13.21804577838303, MSE: 314.27692738712483, MAPE: 29.56% Accuracy for Africa and Product 666: MAE: 9.505035640859264, MSE: 138.4064130514277, MAPE: 24.83% Accuracy for Africa and Product 667: MAE: 5.665685845711657, MSE: 54.31846972858233, MAPE: 10.76% Accuracy for Africa and Product 668: MAE: 12.795995147279845, MSE: 248.23911617539034, MAPE: 46.72% Accuracy for Africa and Product 669: MAE: 13.54030541805886, MSE: 256.06276797479234, MAPE: 60.73% Accuracy for Africa and Product 670: MAE: 14.130723960932457, MSE: 304.3324847339767, MAPE: 40.13% Accuracy for Africa and Product 671: MAE: 14.621621078167951, MSE: 341.9220830618001, MAPE: 43.93% Accuracy for Africa and Product 672: MAE: 12.571327668124209, MSE: 207.32183373997685, MAPE: 38.21% Accuracy for Africa and Product 673: MAE: 10.592018860271406, MSE: 164.31450779791493, MAPE: 26.50% Accuracy for Africa and Product 674: MAE: 20.516033203564852, MSE: 498.3084711409132, MAPE: 111.02% Accuracy for Africa and Product 675: MAE: 17.067206495663733, MSE: 359.91075009249835, MAPE: 76.43% Accuracy for Africa and Product 676: MAE: 12.504624833506758, MSE: 253.91371950286307, MAPE: 35.51% Accuracy for Africa and Product 677: MAE: 11.263155785551339, MSE: 155.38114263459903, MAPE: 42.33% Accuracy for Africa and Product 678: MAE: 9.610497607097388, MSE: 134.98367680495383, MAPE: 35.37% Accuracy for Africa and Product 679: MAE: 12.051722161700685, MSE: 194.23807252778948, MAPE: 24.49% Accuracy for Africa and Product 680: MAE: 7.064773166865713, MSE: 89.82724146605054, MAPE: 18.39% Accuracy for Africa and Product 681: MAE: 4.775902668845676, MSE: 45.39321178492279, MAPE: 15.76% Accuracy for Africa and Product 682: MAE: 8.639343401507308, MSE: 140.41856331764427, MAPE: 22.25% Accuracy for Africa and Product 683: MAE: 8.434436474269145, MSE: 170.5567008033181, MAPE: 36.31% Accuracy for Africa and Product 684: MAE: 13.289473833110424, MSE: 210.43795018510514, MAPE: 42.51% Accuracy for Africa and Product 685: MAE: 18.45388400189349, MSE: 454.39762665680246, MAPE: 49.15% Accuracy for Africa and Product 686: MAE: 11.752131037361517, MSE: 184.13179650981388, MAPE: 29.18% Accuracy for Africa and Product 687: MAE: 17.59591032274495, MSE: 411.3059805649417, MAPE: 110.94% Accuracy for Africa and Product 688: MAE: 5.586456383470917, MSE: 35.440245721338954, MAPE: 12.85% Accuracy for Africa and Product 689: MAE: 3.6340517229082763, MSE: 16.527573634084753, MAPE: 6.79% Accuracy for Africa and Product 690: MAE: 9.494966432183178, MSE: 102.00886243431812, MAPE: 28.83% Accuracy for Africa and Product 691: MAE: 27.45328191097268, MSE: 799.8251190698427, MAPE: 161.47% Accuracy for Africa and Product 692: MAE: 11.112721351018266, MSE: 263.1412935268002, MAPE: 28.89% Accuracy for Africa and Product 693: MAE: 13.762756347833015, MSE: 238.27269786232608, MAPE: 35.32% Accuracy for Africa and Product 694: MAE: 20.130054480946903, MSE: 472.96883421096726, MAPE: 57.63% Accuracy for Africa and Product 695: MAE: 13.388093270758777, MSE: 243.02185653451633, MAPE: 27.84% Accuracy for Africa and Product 696: MAE: 15.203322690863013, MSE: 360.0720551389733, MAPE: 60.81% Accuracy for Africa and Product 697: MAE: 12.464264419040742, MSE: 218.96002202918072, MAPE: 35.23% Accuracy for Africa and Product 698: MAE: 23.71638911757224, MSE: 671.6631335848854, MAPE: 66.34% Accuracy for Africa and Product 699: MAE: 24.087511250369364, MSE: 723.750041770881, MAPE: 83.94% Accuracy for Africa and Product 700: MAE: 8.551779127417364, MSE: 113.06883643247201, MAPE: 19.81% Accuracy for Africa and Product 701: MAE: 16.051920838393876, MSE: 312.37197182810644, MAPE: 39.34% Accuracy for Africa and Product 702: MAE: 8.562116912296215, MSE: 112.05256146116778, MAPE: 23.76% Accuracy for Africa and Product 703: MAE: 10.709179585291528, MSE: 212.61276864193218, MAPE: 21.10% Accuracy for Africa and Product 704: MAE: 20.603915303253157, MSE: 658.6767726523551, MAPE: 98.98% Accuracy for Africa and Product 705: MAE: 8.217313306740273, MSE: 88.72542896251407, MAPE: 24.51% Accuracy for Africa and Product 706: MAE: 12.264464476158611, MSE: 203.621320575154, MAPE: 51.89% Accuracy for Africa and Product 707: MAE: 13.194399310551926, MSE: 288.9303065652087, MAPE: 81.37% Accuracy for Africa and Product 708: MAE: 10.308717585850905, MSE: 166.85067003046706, MAPE: 29.02% Accuracy for Africa and Product 709: MAE: 16.19779162984124, MSE: 340.9388706558958, MAPE: 63.17% Accuracy for Africa and Product 710: MAE: 11.379111574329446, MSE: 256.0635276835421, MAPE: 21.37% Accuracy for Africa and Product 711: MAE: 10.451936520901551, MSE: 183.9420811799354, MAPE: 57.73% Accuracy for Africa and Product 712: MAE: 16.189524931022454, MSE: 450.13034332230825, MAPE: 47.28% Accuracy for Africa and Product 713: MAE: 11.965361923987093, MSE: 241.989009140799, MAPE: 44.32% Accuracy for Africa and Product 714: MAE: 16.371775585067535, MSE: 392.6872447187143, MAPE: 43.86% Accuracy for Africa and Product 715: MAE: 10.261877298898195, MSE: 159.0017496352475, MAPE: 27.17% Accuracy for Africa and Product 716: MAE: 11.820213559021813, MSE: 217.0592814300744, MAPE: 46.07% Accuracy for Africa and Product 717: MAE: 12.773882644604708, MSE: 197.16581000736215, MAPE: 36.52% Accuracy for Africa and Product 718: MAE: 14.444835011871515, MSE: 304.7687168962233, MAPE: 77.49% Accuracy for Africa and Product 719: MAE: 17.684236353913544, MSE: 371.3381824018367, MAPE: 80.23% Accuracy for Africa and Product 720: MAE: 10.041155223981235, MSE: 133.23148028116472, MAPE: 38.74% Accuracy for Africa and Product 721: MAE: 9.314095140955079, MSE: 131.83743302826483, MAPE: 20.83% Accuracy for Africa and Product 722: MAE: 15.071142856459247, MSE: 328.0496500620067, MAPE: 58.80% Accuracy for Africa and Product 723: MAE: 13.724905487831858, MSE: 254.38998248850407, MAPE: 35.47% Accuracy for Africa and Product 724: MAE: 16.072985860232365, MSE: 343.5950148113609, MAPE: 40.69% Accuracy for Africa and Product 725: MAE: 10.872796302684307, MSE: 166.05917100750722, MAPE: 37.38% Accuracy for Africa and Product 726: MAE: 14.083878624456005, MSE: 288.61287619494385, MAPE: 40.35% Accuracy for Africa and Product 727: MAE: 10.28216275077676, MSE: 139.1945521971764, MAPE: 33.55% Accuracy for Africa and Product 728: MAE: 15.775354237670928, MSE: 343.5564831845408, MAPE: 61.76% Accuracy for Africa and Product 729: MAE: 15.529620840092104, MSE: 371.6579229524996, MAPE: 40.02% Accuracy for Africa and Product 730: MAE: 8.622375826645719, MSE: 109.27616279868212, MAPE: 25.37% Accuracy for Africa and Product 731: MAE: 9.696456571242795, MSE: 200.8342931411625, MAPE: 21.00% Accuracy for Africa and Product 732: MAE: 13.236237382451288, MSE: 233.0132019870669, MAPE: 49.98% Accuracy for Africa and Product 733: MAE: 11.797600793285046, MSE: 205.34083147596985, MAPE: 95.03% Accuracy for Africa and Product 734: MAE: 10.424843162867528, MSE: 167.74840317187093, MAPE: 29.03% Accuracy for Africa and Product 735: MAE: 10.157147033649302, MSE: 172.3856974572139, MAPE: 24.69% Accuracy for Africa and Product 736: MAE: 8.225158712656258, MSE: 91.90725749434499, MAPE: 24.03% Accuracy for Africa and Product 737: MAE: 18.729138388814356, MSE: 418.24942005669317, MAPE: 59.50% Accuracy for Africa and Product 738: MAE: 12.96134841014333, MSE: 197.25244137103704, MAPE: 43.60% Accuracy for Africa and Product 739: MAE: 13.085418702779055, MSE: 216.20524369892468, MAPE: 50.89% Accuracy for Africa and Product 740: MAE: 9.318806979880197, MSE: 119.88224420099013, MAPE: 35.71% Accuracy for Africa and Product 741: MAE: 8.600125035172685, MSE: 103.67568530726196, MAPE: 26.41% Accuracy for Africa and Product 742: MAE: 14.767773707073792, MSE: 300.22983049244215, MAPE: 70.44% Accuracy for Africa and Product 743: MAE: 9.797190444406308, MSE: 121.56463255568933, MAPE: 23.58% Accuracy for Africa and Product 744: MAE: 9.21503683589873, MSE: 99.23937658091766, MAPE: 32.71% Accuracy for Africa and Product 745: MAE: 9.754006332980797, MSE: 194.57084357628548, MAPE: 20.56% Accuracy for Africa and Product 746: MAE: 11.35435298485455, MSE: 257.5948788435997, MAPE: 65.19% Accuracy for Africa and Product 747: MAE: 16.268138460111878, MSE: 436.0835203339432, MAPE: 53.67% Accuracy for Africa and Product 748: MAE: 6.602941940398351, MSE: 57.13892373865387, MAPE: 17.35% Accuracy for Africa and Product 749: MAE: 13.965821070694801, MSE: 364.79700799687237, MAPE: 53.16% Accuracy for Africa and Product 750: MAE: 16.860688565369156, MSE: 472.726371214381, MAPE: 29.21% Accuracy for Africa and Product 751: MAE: 14.908533479002978, MSE: 288.9430365889426, MAPE: 64.11% Accuracy for Africa and Product 752: MAE: 10.913721655918966, MSE: 268.6301635136514, MAPE: 28.00% Accuracy for Africa and Product 753: MAE: 13.308679871437715, MSE: 233.530447678268, MAPE: 30.07% Accuracy for Africa and Product 754: MAE: 8.937161103994548, MSE: 120.78912397707083, MAPE: 26.21% Accuracy for Africa and Product 755: MAE: 14.062624432133722, MSE: 314.63035823789613, MAPE: 269.25% Accuracy for Africa and Product 756: MAE: 14.828568983766669, MSE: 342.3480355929213, MAPE: 47.01% Accuracy for Africa and Product 757: MAE: 12.823143362563945, MSE: 195.3127918455923, MAPE: 49.18% Accuracy for Africa and Product 758: MAE: 14.248226148175254, MSE: 336.32771527300434, MAPE: 48.59% Accuracy for Africa and Product 759: MAE: 17.14430597283237, MSE: 408.1599371004161, MAPE: 47.41% Accuracy for Africa and Product 760: MAE: 9.770633287129293, MSE: 139.0742694114691, MAPE: 16.20% Accuracy for Africa and Product 761: MAE: 17.08665080037859, MSE: 433.9651429490036, MAPE: 35.58% Accuracy for Africa and Product 762: MAE: 16.047723309008312, MSE: 360.5670629769109, MAPE: 37.80% Accuracy for Africa and Product 763: MAE: 15.836117007457204, MSE: 343.0413349278705, MAPE: 125.37% Accuracy for Africa and Product 764: MAE: 14.202005663057088, MSE: 313.9832500553137, MAPE: 55.86% Accuracy for Africa and Product 765: MAE: 8.731535187473176, MSE: 114.31959163095249, MAPE: 33.95% Accuracy for Africa and Product 766: MAE: 16.813398740343352, MSE: 340.97175962478025, MAPE: 40.13% Accuracy for Africa and Product 767: MAE: 9.91078535631498, MSE: 154.48554029937864, MAPE: 53.45% Accuracy for Africa and Product 768: MAE: 11.188818703651872, MSE: 161.8135068907402, MAPE: 31.65% Accuracy for Africa and Product 769: MAE: 6.583208584927282, MSE: 70.50465603108732, MAPE: 29.91% Accuracy for Africa and Product 770: MAE: 16.06659951005351, MSE: 424.18870721126603, MAPE: 81.46% Accuracy for Africa and Product 771: MAE: 13.208519792618995, MSE: 311.9643503788051, MAPE: 56.70% Accuracy for Africa and Product 772: MAE: 10.714560705176263, MSE: 157.27809503287386, MAPE: 33.97% Accuracy for Africa and Product 773: MAE: 13.852495703561587, MSE: 257.80314864139655, MAPE: 29.47% Accuracy for Africa and Product 774: MAE: 7.179944247755595, MSE: 84.20163782380594, MAPE: 21.90% Accuracy for Africa and Product 775: MAE: 14.299645601432644, MSE: 226.4436015735861, MAPE: 31.70% Accuracy for Africa and Product 776: MAE: 19.874959661462057, MSE: 443.180822982675, MAPE: 89.46% Accuracy for Africa and Product 777: MAE: 9.165233354090141, MSE: 136.01140427930338, MAPE: 21.64% Accuracy for Africa and Product 778: MAE: 11.178801510712967, MSE: 238.8733618973941, MAPE: 27.50% Accuracy for Africa and Product 779: MAE: 15.715959322390361, MSE: 495.73564087107025, MAPE: 34.19% Accuracy for Africa and Product 780: MAE: 13.820252494089095, MSE: 349.51044664929134, MAPE: 35.14% Accuracy for Africa and Product 781: MAE: 27.206377063891118, MSE: 824.6677422461141, MAPE: 70.49% Accuracy for Africa and Product 782: MAE: 9.849442237782462, MSE: 210.67673983749373, MAPE: 35.81% Accuracy for Africa and Product 783: MAE: 5.631414994414724, MSE: 43.49457338526774, MAPE: 12.67% Accuracy for Africa and Product 784: MAE: 19.514318025995873, MSE: 504.2505595309012, MAPE: 50.78% Accuracy for Africa and Product 785: MAE: 12.161836864850473, MSE: 219.05708531415422, MAPE: 51.56% Accuracy for Africa and Product 786: MAE: 16.62578838428066, MSE: 367.86187796414646, MAPE: 74.87% Accuracy for Africa and Product 787: MAE: 7.300089935473542, MSE: 83.71618372740937, MAPE: 17.55% Accuracy for Africa and Product 788: MAE: 13.046700781139345, MSE: 227.04904460649578, MAPE: 42.26% Accuracy for Africa and Product 789: MAE: 15.039889850024323, MSE: 331.18957778869014, MAPE: 121.29% Accuracy for Africa and Product 790: MAE: 12.220435846593405, MSE: 169.64274494623072, MAPE: 97.72% Accuracy for Africa and Product 791: MAE: 16.353347237866927, MSE: 391.3831205350945, MAPE: 36.85% Accuracy for Africa and Product 792: MAE: 9.506580592926674, MSE: 109.25778443270615, MAPE: 53.11% Accuracy for Africa and Product 793: MAE: 16.068264609815042, MSE: 314.23006887639775, MAPE: 64.58% Accuracy for Africa and Product 794: MAE: 21.22550493935848, MSE: 772.9105092962434, MAPE: 50.34% Accuracy for Africa and Product 795: MAE: 21.827239977087725, MSE: 667.6219538784964, MAPE: 59.91% Accuracy for Africa and Product 796: MAE: 12.201168350598085, MSE: 207.61279148804024, MAPE: 77.46% Accuracy for Africa and Product 797: MAE: 25.55798171090421, MSE: 884.519844517331, MAPE: 98.16% Accuracy for Africa and Product 798: MAE: 16.033129093684447, MSE: 348.39268068483165, MAPE: 68.99% Accuracy for Africa and Product 799: MAE: 12.498746727635185, MSE: 210.4728492888242, MAPE: 36.65% Accuracy for Africa and Product 800: MAE: 10.093953430063273, MSE: 148.7264206467367, MAPE: 24.18% Accuracy for Africa and Product 801: MAE: 16.729122862336798, MSE: 308.7490323075106, MAPE: 40.73% Accuracy for Africa and Product 802: MAE: 5.657125764941467, MSE: 70.91566731925714, MAPE: 12.47% Accuracy for Africa and Product 803: MAE: 6.833828743396057, MSE: 74.5998869271015, MAPE: 15.47% Accuracy for Africa and Product 804: MAE: 9.068294196595327, MSE: 91.86914777049815, MAPE: 33.53% Accuracy for Africa and Product 805: MAE: 21.270484265104823, MSE: 612.4607004556268, MAPE: 72.96% Accuracy for Africa and Product 806: MAE: 10.198009476039017, MSE: 132.68260889221435, MAPE: 36.41% Accuracy for Africa and Product 807: MAE: 12.685301196446009, MSE: 192.67048296571983, MAPE: 36.96% Accuracy for Africa and Product 808: MAE: 10.08867231377668, MSE: 141.6405541895772, MAPE: 31.96% Accuracy for Africa and Product 809: MAE: 16.42708399062617, MSE: 437.8589387679082, MAPE: 178.78% Accuracy for Africa and Product 810: MAE: 7.406264929577416, MSE: 72.71718446112592, MAPE: 19.80% Accuracy for Africa and Product 811: MAE: 10.43565588805038, MSE: 199.5368820951135, MAPE: 36.21% Accuracy for Africa and Product 812: MAE: 14.537684245759701, MSE: 293.8688555218359, MAPE: 51.80% Accuracy for Africa and Product 813: MAE: 15.108234101727444, MSE: 272.13343330140617, MAPE: 178.83% Accuracy for Africa and Product 814: MAE: 7.359265527607294, MSE: 85.41145136114956, MAPE: 16.95% Accuracy for Africa and Product 815: MAE: 11.460495067158647, MSE: 158.61336810325162, MAPE: 31.52% Accuracy for Africa and Product 816: MAE: 15.67569471268779, MSE: 356.2687916102797, MAPE: 70.82% Accuracy for Africa and Product 817: MAE: 14.4327956997742, MSE: 213.571097502058, MAPE: 30.96% Accuracy for Africa and Product 818: MAE: 7.687375969000411, MSE: 62.68103356396811, MAPE: 23.66% Accuracy for Africa and Product 819: MAE: 16.256376285017627, MSE: 340.1605288184813, MAPE: 44.14% Accuracy for Africa and Product 820: MAE: 7.493176383283414, MSE: 78.27762083572512, MAPE: 22.66% Accuracy for Africa and Product 821: MAE: 9.917656823369516, MSE: 115.46737533492717, MAPE: 26.92% Accuracy for Africa and Product 822: MAE: 8.560581700077956, MSE: 111.5548587911004, MAPE: 21.31% Accuracy for Africa and Product 823: MAE: 11.493487244948202, MSE: 215.16856382507632, MAPE: 51.70% Accuracy for Africa and Product 824: MAE: 21.064811749652513, MSE: 671.2765894070255, MAPE: 59.19% Accuracy for Africa and Product 825: MAE: 11.072260219611902, MSE: 311.12056774272725, MAPE: 23.16% Accuracy for Africa and Product 826: MAE: 9.934198960148688, MSE: 118.5528790254978, MAPE: 29.98% Accuracy for Africa and Product 827: MAE: 10.070555921810431, MSE: 150.71975052954033, MAPE: 20.71% Accuracy for Africa and Product 828: MAE: 3.8781265410837293, MSE: 24.094882663899927, MAPE: 10.50% Accuracy for Africa and Product 829: MAE: 18.744501991199048, MSE: 794.9500667830785, MAPE: 152.12% Accuracy for Africa and Product 830: MAE: 15.917845812962828, MSE: 300.45682042612975, MAPE: 45.72% Accuracy for Africa and Product 831: MAE: 11.513897655554384, MSE: 197.55814336924405, MAPE: 54.64% Accuracy for Africa and Product 832: MAE: 8.313609205460974, MSE: 131.46425864172238, MAPE: 43.23% Accuracy for Africa and Product 833: MAE: 8.004845412246144, MSE: 138.73478561097528, MAPE: 20.60% Accuracy for Africa and Product 834: MAE: 14.00952722978541, MSE: 260.51472362452853, MAPE: 301.10% Accuracy for Africa and Product 835: MAE: 10.459604601797674, MSE: 170.48661321509243, MAPE: 44.58% Accuracy for Africa and Product 836: MAE: 12.509474648535486, MSE: 179.53138701348877, MAPE: 58.71% Accuracy for Africa and Product 837: MAE: 7.049675168205025, MSE: 64.95473475347706, MAPE: 16.01% Accuracy for Africa and Product 838: MAE: 6.46939582367006, MSE: 75.7598457862263, MAPE: 16.90% Accuracy for Africa and Product 839: MAE: 10.3206964544744, MSE: 197.51132905070776, MAPE: 22.27% Accuracy for Africa and Product 840: MAE: 18.172599089622178, MSE: 396.6912829067871, MAPE: 49.87% Accuracy for Africa and Product 841: MAE: 14.856729713135309, MSE: 317.4326896849954, MAPE: 51.11% Accuracy for Africa and Product 842: MAE: 13.136494804657456, MSE: 217.18594862571484, MAPE: 33.46% Accuracy for Africa and Product 843: MAE: 6.021626643839433, MSE: 46.97796095883297, MAPE: 18.09% Accuracy for Africa and Product 844: MAE: 16.323303813489492, MSE: 324.3518157421737, MAPE: 51.50% Accuracy for Africa and Product 845: MAE: 23.14173485841366, MSE: 821.9434025576014, MAPE: 48.04% Accuracy for Africa and Product 846: MAE: 11.420591865462558, MSE: 256.8396543921028, MAPE: 87.81% Accuracy for Africa and Product 847: MAE: 11.06251037738338, MSE: 211.60823697869174, MAPE: 44.79% Accuracy for Africa and Product 848: MAE: 13.88255417485619, MSE: 294.0290017807817, MAPE: 39.86% Accuracy for Africa and Product 849: MAE: 18.600152513398935, MSE: 463.75312569268056, MAPE: 51.86% Accuracy for Africa and Product 850: MAE: 10.964426911871822, MSE: 171.36097284011694, MAPE: 23.45% Accuracy for Africa and Product 851: MAE: 17.91618712495591, MSE: 381.5157365709652, MAPE: 49.48% Accuracy for Africa and Product 852: MAE: 13.536324061160451, MSE: 262.9781118666179, MAPE: 30.68% Accuracy for Africa and Product 853: MAE: 8.628507758002588, MSE: 106.68456595631667, MAPE: 29.32% Accuracy for Africa and Product 854: MAE: 17.438142092777902, MSE: 341.1026670916126, MAPE: 64.86% Accuracy for Africa and Product 855: MAE: 8.111416163102794, MSE: 126.96968171813617, MAPE: 16.32% Accuracy for Africa and Product 856: MAE: 13.728555464975079, MSE: 310.5773624730665, MAPE: 41.55% Accuracy for Africa and Product 857: MAE: 12.127446257617198, MSE: 214.21070201493245, MAPE: 36.52% Accuracy for Africa and Product 858: MAE: 14.754232470744626, MSE: 417.5005094920928, MAPE: 45.33% Accuracy for Africa and Product 859: MAE: 10.240885963359592, MSE: 161.0458461376611, MAPE: 25.40% Accuracy for Africa and Product 860: MAE: 10.013037531889026, MSE: 174.8550996302465, MAPE: 43.66% Accuracy for Africa and Product 861: MAE: 13.85848360668652, MSE: 279.06585652507823, MAPE: 37.76% Accuracy for Africa and Product 862: MAE: 13.924677703387733, MSE: 226.20854928294665, MAPE: 36.56% Accuracy for Africa and Product 863: MAE: 21.349968615962307, MSE: 717.3349510800833, MAPE: 165.85% Accuracy for Africa and Product 864: MAE: 12.821564835133543, MSE: 178.2051806361704, MAPE: 59.72% Accuracy for Africa and Product 865: MAE: 8.507812361996928, MSE: 87.38889336570432, MAPE: 24.69% Accuracy for Africa and Product 866: MAE: 14.548005684067817, MSE: 354.2163794445495, MAPE: 194.41% Accuracy for Africa and Product 867: MAE: 14.774575643740835, MSE: 433.8113642590024, MAPE: 33.68% Accuracy for Africa and Product 868: MAE: 11.332065355172618, MSE: 165.70071530002406, MAPE: 29.25% Accuracy for Africa and Product 869: MAE: 11.346637201816117, MSE: 199.72160583852548, MAPE: 39.56% Accuracy for Africa and Product 870: MAE: 8.86115911005276, MSE: 158.32155155619438, MAPE: 18.48% Accuracy for Africa and Product 871: MAE: 16.06726991161376, MSE: 272.2778414401728, MAPE: 65.20% Accuracy for Africa and Product 872: MAE: 10.827873105619966, MSE: 126.63163443506883, MAPE: 29.07% Accuracy for Africa and Product 873: MAE: 7.586708582865873, MSE: 102.35597591290136, MAPE: 23.30% Accuracy for Africa and Product 874: MAE: 13.270027612983862, MSE: 258.49838247417284, MAPE: 30.51% Accuracy for Africa and Product 875: MAE: 5.810826005788703, MSE: 53.370350571527936, MAPE: 30.24% Accuracy for Africa and Product 876: MAE: 11.814804722506342, MSE: 205.44846355402925, MAPE: 24.73% Accuracy for Africa and Product 877: MAE: 8.98898789079461, MSE: 82.43243887394027, MAPE: 20.09% Accuracy for Africa and Product 878: MAE: 11.338264919021935, MSE: 183.00970324566077, MAPE: 43.33% Accuracy for Africa and Product 879: MAE: 8.421862272920956, MSE: 100.63111631303506, MAPE: 31.64% Accuracy for Africa and Product 880: MAE: 10.334061295373163, MSE: 128.78284796458306, MAPE: 40.71% Accuracy for Africa and Product 881: MAE: 14.857805998283217, MSE: 278.4758804089205, MAPE: 37.75% Accuracy for Africa and Product 882: MAE: 10.041060829041138, MSE: 152.86950338271583, MAPE: 44.16% Accuracy for Africa and Product 883: MAE: 11.743764176737475, MSE: 213.52954936091774, MAPE: 31.11% Accuracy for Africa and Product 884: MAE: 8.035974665301435, MSE: 101.31361866980014, MAPE: 19.57% Accuracy for Africa and Product 885: MAE: 11.03240879095517, MSE: 250.05773936022842, MAPE: 35.37% Accuracy for Africa and Product 886: MAE: 5.213614206692469, MSE: 51.17740373788932, MAPE: 15.06% Accuracy for Africa and Product 887: MAE: 9.705178934686057, MSE: 139.0565258485655, MAPE: 38.02% Accuracy for Africa and Product 888: MAE: 18.197347772982805, MSE: 468.19557737054083, MAPE: 87.28% Accuracy for Africa and Product 889: MAE: 6.79421101549589, MSE: 57.81956998586621, MAPE: 20.45% Accuracy for Africa and Product 890: MAE: 6.5859378947928615, MSE: 64.7715123124743, MAPE: 15.25% Accuracy for Africa and Product 891: MAE: 20.42723830479945, MSE: 559.7235568013484, MAPE: 50.12% Accuracy for Africa and Product 892: MAE: 12.15285678889511, MSE: 195.87953861464894, MAPE: 48.47% Accuracy for Africa and Product 893: MAE: 15.734718080004736, MSE: 379.3271415838146, MAPE: 35.68% Accuracy for Africa and Product 894: MAE: 11.470076278730604, MSE: 201.75336728210888, MAPE: 21.41% Accuracy for Africa and Product 895: MAE: 12.174573441771486, MSE: 192.32740639289548, MAPE: 35.07% Accuracy for Africa and Product 896: MAE: 12.791688607825957, MSE: 260.5080395918539, MAPE: 33.03% Accuracy for Africa and Product 897: MAE: 21.121330954495853, MSE: 513.8554131536398, MAPE: 115.23% Accuracy for Africa and Product 898: MAE: 12.873003586326877, MSE: 259.6212609817493, MAPE: 100.95% Accuracy for Africa and Product 899: MAE: 20.420888387491182, MSE: 548.0479280623733, MAPE: 74.03% Accuracy for Africa and Product 900: MAE: 11.956154686276655, MSE: 200.7234838511804, MAPE: 47.50% Accuracy for Africa and Product 901: MAE: 20.379753905559937, MSE: 509.08206589165167, MAPE: 84.11% Accuracy for Africa and Product 902: MAE: 18.24353913643452, MSE: 389.69087364795627, MAPE: 57.38% Accuracy for Africa and Product 903: MAE: 12.228537203923363, MSE: 212.1928962442584, MAPE: 39.65% Accuracy for Africa and Product 904: MAE: 15.560443408749801, MSE: 412.6045845690768, MAPE: 38.76% Accuracy for Africa and Product 905: MAE: 14.595726203223998, MSE: 284.56461309279086, MAPE: 47.46% Accuracy for Africa and Product 906: MAE: 17.857543069257783, MSE: 375.85531872690837, MAPE: 57.62% Accuracy for Africa and Product 907: MAE: 13.099310760532623, MSE: 305.44054931652283, MAPE: 34.12% Accuracy for Africa and Product 908: MAE: 10.03829995381317, MSE: 133.21382998169977, MAPE: 32.36% Accuracy for Africa and Product 909: MAE: 9.776870094416482, MSE: 157.92145882060333, MAPE: 34.91% Accuracy for Africa and Product 910: MAE: 11.524719444770069, MSE: 198.35081538503098, MAPE: 47.20% Accuracy for Africa and Product 911: MAE: 11.991815542495802, MSE: 259.45990220038095, MAPE: 26.43% Accuracy for Africa and Product 912: MAE: 9.668031671675315, MSE: 169.44587654761514, MAPE: 20.52% Accuracy for Africa and Product 913: MAE: 13.780686373551244, MSE: 237.86566637714958, MAPE: 47.98% Accuracy for Africa and Product 914: MAE: 10.652836612778597, MSE: 152.53530867233349, MAPE: 28.24% Accuracy for Africa and Product 915: MAE: 14.12928761290577, MSE: 222.59848277739624, MAPE: 47.77% Accuracy for Africa and Product 916: MAE: 7.49841098936286, MSE: 101.17658792667626, MAPE: 16.99% Accuracy for Africa and Product 917: MAE: 13.172800044923898, MSE: 234.3857852498892, MAPE: 45.17% Accuracy for Africa and Product 918: MAE: 18.256339366662427, MSE: 742.2885773782784, MAPE: 38.47% Accuracy for Africa and Product 919: MAE: 13.654601233091086, MSE: 325.55881680881646, MAPE: 25.00% Accuracy for Africa and Product 920: MAE: 5.345363239853072, MSE: 33.47388793555045, MAPE: 17.26% Accuracy for Africa and Product 921: MAE: 11.799475076563656, MSE: 206.07022380286548, MAPE: 44.21% Accuracy for Africa and Product 922: MAE: 8.137869002395728, MSE: 83.14977903446768, MAPE: 22.01% Accuracy for Africa and Product 923: MAE: 5.248980328627513, MSE: 31.716449534690195, MAPE: 13.55% Accuracy for Africa and Product 924: MAE: 10.051138731969608, MSE: 231.1590516834457, MAPE: 20.97% Accuracy for Africa and Product 925: MAE: 15.29714585919059, MSE: 394.77953361358414, MAPE: 36.93% Accuracy for Africa and Product 926: MAE: 24.365712929823466, MSE: 713.1344895796512, MAPE: 65.42% Accuracy for Africa and Product 927: MAE: 11.467853476392566, MSE: 209.45024603432745, MAPE: 49.90% Accuracy for Africa and Product 928: MAE: 14.497918619835591, MSE: 315.5587777153554, MAPE: 33.01% Accuracy for Africa and Product 929: MAE: 10.08949782254808, MSE: 160.66792937338795, MAPE: 30.41% Accuracy for Africa and Product 930: MAE: 7.876861746885263, MSE: 95.33000506496205, MAPE: 16.55% Accuracy for Africa and Product 931: MAE: 23.42587312436579, MSE: 613.2768812794314, MAPE: 60.53% Accuracy for Africa and Product 932: MAE: 12.008522868873127, MSE: 167.18168448930584, MAPE: 32.85% Accuracy for Africa and Product 933: MAE: 18.395478201670205, MSE: 380.99721818392266, MAPE: 43.67% Accuracy for Africa and Product 934: MAE: 4.739908166599095, MSE: 32.19577775606978, MAPE: 14.37% Accuracy for Africa and Product 935: MAE: 10.950188609252866, MSE: 144.94113012008663, MAPE: 30.74% Accuracy for Africa and Product 936: MAE: 14.31649534766392, MSE: 302.5213132605718, MAPE: 46.49% Accuracy for Africa and Product 937: MAE: 9.079990529722508, MSE: 200.3330092792328, MAPE: 16.10% Accuracy for Africa and Product 938: MAE: 17.739557934920374, MSE: 388.295176136735, MAPE: 54.62% Accuracy for Africa and Product 939: MAE: 12.290672780718776, MSE: 280.9270098698479, MAPE: 46.82% Accuracy for Africa and Product 940: MAE: 16.86377093158965, MSE: 308.2839316172008, MAPE: 79.83% Accuracy for Africa and Product 941: MAE: 12.595237668784502, MSE: 183.98313999769834, MAPE: 27.10% Accuracy for Africa and Product 942: MAE: 12.84785660763419, MSE: 217.19292167503713, MAPE: 50.96% Accuracy for Africa and Product 943: MAE: 16.459808913733262, MSE: 367.4567806042437, MAPE: 42.14% Accuracy for Africa and Product 944: MAE: 10.228173051649765, MSE: 152.91448104654174, MAPE: 32.91% Accuracy for Africa and Product 945: MAE: 6.425060043087372, MSE: 50.584874245769335, MAPE: 18.84% Accuracy for Africa and Product 946: MAE: 17.768208185220807, MSE: 379.85066902618485, MAPE: 60.22% Accuracy for Africa and Product 947: MAE: 20.30272639583559, MSE: 504.52939440141273, MAPE: 52.53% Accuracy for Africa and Product 948: MAE: 18.138975471424683, MSE: 458.1953854155378, MAPE: 62.31% Accuracy for Africa and Product 949: MAE: 9.885246226891391, MSE: 113.26624608865605, MAPE: 35.83% Accuracy for Africa and Product 950: MAE: 10.701537557300188, MSE: 251.74371129514853, MAPE: 22.15% Accuracy for Africa and Product 951: MAE: 15.283292492845465, MSE: 345.94591299481635, MAPE: 43.27% Accuracy for Africa and Product 952: MAE: 22.863317345891602, MSE: 608.2595226817797, MAPE: 85.61% Accuracy for Africa and Product 953: MAE: 20.057946122120605, MSE: 476.51548304585947, MAPE: 63.53% Accuracy for Africa and Product 954: MAE: 10.023656180798621, MSE: 171.3028622651506, MAPE: 44.22% Accuracy for Africa and Product 955: MAE: 17.148182624175234, MSE: 334.7274428515405, MAPE: 82.86% Accuracy for Africa and Product 956: MAE: 12.53946633746513, MSE: 204.35401554213303, MAPE: 35.58% Accuracy for Africa and Product 957: MAE: 10.802568969336878, MSE: 118.55246678493805, MAPE: 34.56% Accuracy for Africa and Product 958: MAE: 6.308288827143483, MSE: 63.94846738598303, MAPE: 22.04% Accuracy for Africa and Product 959: MAE: 12.078927383980627, MSE: 191.8073382041028, MAPE: 38.72% Accuracy for Africa and Product 960: MAE: 8.648548353769357, MSE: 107.54571765246297, MAPE: 19.41% Accuracy for Africa and Product 961: MAE: 13.81824369764563, MSE: 251.00442007049588, MAPE: 31.34% Accuracy for Africa and Product 962: MAE: 12.974953172436788, MSE: 193.33968070617317, MAPE: 76.12% Accuracy for Africa and Product 963: MAE: 11.184420937707419, MSE: 191.99253466916622, MAPE: 34.58% Accuracy for Africa and Product 964: MAE: 9.659453528575117, MSE: 164.63952967491394, MAPE: 43.13% Accuracy for Africa and Product 965: MAE: 16.10687473900337, MSE: 311.79397566867124, MAPE: 39.38% Accuracy for Africa and Product 966: MAE: 14.510382594720914, MSE: 287.2865679155272, MAPE: 55.20% Accuracy for Africa and Product 967: MAE: 14.702987068931884, MSE: 234.5227133468526, MAPE: 33.50% Accuracy for Africa and Product 968: MAE: 19.757675643637796, MSE: 681.8871323202782, MAPE: 141.19% Accuracy for Africa and Product 969: MAE: 12.188714852738046, MSE: 208.89199983452187, MAPE: 42.67% Accuracy for Africa and Product 970: MAE: 6.60353397250979, MSE: 54.45015309524401, MAPE: 19.27% Accuracy for Africa and Product 971: MAE: 12.1033712895233, MSE: 228.2812303099629, MAPE: 73.24% Accuracy for Africa and Product 972: MAE: 8.720042105932574, MSE: 129.68996534196884, MAPE: 26.34% Accuracy for Africa and Product 973: MAE: 12.239681318018025, MSE: 207.0340955455516, MAPE: 63.21% Accuracy for Africa and Product 974: MAE: 14.787259873317726, MSE: 279.17370868764567, MAPE: 56.08% Accuracy for Africa and Product 975: MAE: 17.136621775554584, MSE: 500.6596024738416, MAPE: 103.30% Accuracy for Africa and Product 976: MAE: 14.166791502019782, MSE: 292.6472141623981, MAPE: 63.19% Accuracy for Africa and Product 977: MAE: 6.649501707777082, MSE: 54.44239853434605, MAPE: 18.73% Accuracy for Africa and Product 978: MAE: 21.078976230778864, MSE: 592.7526699255839, MAPE: 52.16% Accuracy for Africa and Product 979: MAE: 8.366270197543766, MSE: 107.50956634306856, MAPE: 33.46% Accuracy for Africa and Product 980: MAE: 14.013896916666226, MSE: 238.01646365146675, MAPE: 57.06% Accuracy for Africa and Product 981: MAE: 14.630632392079878, MSE: 430.0456545542032, MAPE: 38.11% Accuracy for Africa and Product 982: MAE: 16.41528559998047, MSE: 385.5052624819355, MAPE: 37.07% Accuracy for Africa and Product 983: MAE: 10.549387367265494, MSE: 225.63467417781817, MAPE: 32.07% Accuracy for Africa and Product 984: MAE: 11.764591272528303, MSE: 249.66381648240377, MAPE: 39.08% Accuracy for Africa and Product 985: MAE: 19.02686778723308, MSE: 490.813595986755, MAPE: 38.76% Accuracy for Africa and Product 986: MAE: 10.594587986636112, MSE: 183.5508472825323, MAPE: 30.64% Accuracy for Africa and Product 987: MAE: 11.250650752877801, MSE: 223.59490417673106, MAPE: 23.90% Accuracy for Africa and Product 988: MAE: 11.897132607954166, MSE: 200.81888516658267, MAPE: 49.68% Accuracy for Africa and Product 989: MAE: 16.128952322015202, MSE: 483.6518778393357, MAPE: 74.20% Accuracy for Africa and Product 990: MAE: 26.240914170202426, MSE: 1115.295603318328, MAPE: 170.53% Accuracy for Africa and Product 991: MAE: 14.504756408966335, MSE: 265.21325136254126, MAPE: 55.04% Accuracy for Africa and Product 992: MAE: 9.500141277530386, MSE: 241.298330945623, MAPE: 36.85% Accuracy for Africa and Product 993: MAE: 23.73764165822288, MSE: 850.4867941178811, MAPE: 54.52% Accuracy for Africa and Product 994: MAE: 12.401854821919622, MSE: 199.5167226540181, MAPE: 24.71% Accuracy for Africa and Product 995: MAE: 19.77235478941584, MSE: 511.39474364960614, MAPE: 81.07% Accuracy for Africa and Product 996: MAE: 10.235696234412453, MSE: 219.22606848813, MAPE: 22.63% Accuracy for Africa and Product 997: MAE: 22.27573091840045, MSE: 629.300142096053, MAPE: 61.27% Accuracy for Africa and Product 998: MAE: 9.54142933268976, MSE: 109.22599375206237, MAPE: 24.12% Accuracy for Africa and Product 999: MAE: 10.06166282586344, MSE: 155.53455408701424, MAPE: 29.94% Accuracy for Asia and Product 100: MAE: 19.36549163069612, MSE: 453.01023301571894, MAPE: 55.54% Accuracy for Asia and Product 101: MAE: 11.703948203436475, MSE: 244.82777334017047, MAPE: 103.56% Accuracy for Asia and Product 102: MAE: 15.207289074784693, MSE: 401.6679790255787, MAPE: 30.21% Accuracy for Asia and Product 103: MAE: 8.204185681937325, MSE: 93.35495530621162, MAPE: 30.24% Accuracy for Asia and Product 104: MAE: 12.481470323374804, MSE: 207.2762843590163, MAPE: 28.82% Accuracy for Asia and Product 105: MAE: 11.551832280816363, MSE: 185.72214704642852, MAPE: 39.08% Accuracy for Asia and Product 106: MAE: 9.376391372752732, MSE: 107.3363132534752, MAPE: 25.98% Accuracy for Asia and Product 107: MAE: 9.707846857174491, MSE: 130.42713215291207, MAPE: 37.87% Accuracy for Asia and Product 108: MAE: 11.727818685326298, MSE: 234.89627717985573, MAPE: 25.88% Accuracy for Asia and Product 109: MAE: 10.296023373776977, MSE: 139.64663452027526, MAPE: 37.20% Accuracy for Asia and Product 110: MAE: 12.888372765201932, MSE: 313.6317568599732, MAPE: 24.98% Accuracy for Asia and Product 111: MAE: 14.01687987457598, MSE: 347.780717173419, MAPE: 63.99% Accuracy for Asia and Product 112: MAE: 9.130154283138618, MSE: 99.20099243341, MAPE: 22.74% Accuracy for Asia and Product 113: MAE: 9.656960801040189, MSE: 119.19929690303441, MAPE: 27.58% Accuracy for Asia and Product 114: MAE: 25.11964239593261, MSE: 844.9674058433469, MAPE: 119.76% Accuracy for Asia and Product 115: MAE: 12.714423012653782, MSE: 170.8976209928399, MAPE: 45.00% Accuracy for Asia and Product 116: MAE: 15.353323978757178, MSE: 302.90840541418146, MAPE: 55.88% Accuracy for Asia and Product 117: MAE: 11.099553521134332, MSE: 173.2258803543786, MAPE: 35.18% Accuracy for Asia and Product 118: MAE: 14.797261783874575, MSE: 422.7492099603911, MAPE: 37.64% Accuracy for Asia and Product 119: MAE: 7.864392486244886, MSE: 90.20132308534082, MAPE: 21.93% Accuracy for Asia and Product 120: MAE: 14.945816901946369, MSE: 249.4165827592647, MAPE: 33.86% Accuracy for Asia and Product 121: MAE: 17.497933196548182, MSE: 434.7865424259492, MAPE: 46.66% Accuracy for Asia and Product 122: MAE: 20.09879649547315, MSE: 458.1807916338215, MAPE: 52.38% Accuracy for Asia and Product 123: MAE: 24.795380859211576, MSE: 755.2744458129853, MAPE: 96.52% Accuracy for Asia and Product 124: MAE: 14.411831816928654, MSE: 218.2124205815948, MAPE: 34.41% Accuracy for Asia and Product 125: MAE: 11.276332835130477, MSE: 270.6775011682047, MAPE: 43.43% Accuracy for Asia and Product 126: MAE: 9.770350782175072, MSE: 144.37627849716, MAPE: 27.34% Accuracy for Asia and Product 127: MAE: 16.931335901985655, MSE: 301.22322518391394, MAPE: 59.15% Accuracy for Asia and Product 128: MAE: 14.960751333750874, MSE: 300.5328014912046, MAPE: 64.76% Accuracy for Asia and Product 129: MAE: 14.668748363965955, MSE: 453.98058867525987, MAPE: 56.08% Accuracy for Asia and Product 130: MAE: 10.850854173752637, MSE: 158.3270361658161, MAPE: 26.72% Accuracy for Asia and Product 131: MAE: 10.039019782904337, MSE: 133.52493634726707, MAPE: 27.41% Accuracy for Asia and Product 132: MAE: 15.875255320250114, MSE: 267.5557621641053, MAPE: 50.15% Accuracy for Asia and Product 133: MAE: 16.209998919164086, MSE: 474.7667329594039, MAPE: 46.05% Accuracy for Asia and Product 134: MAE: 9.623136360434428, MSE: 115.13927560952102, MAPE: 38.93% Accuracy for Asia and Product 135: MAE: 10.115292247580095, MSE: 125.86066414560518, MAPE: 65.42% Accuracy for Asia and Product 136: MAE: 10.363397737947682, MSE: 132.9752419016012, MAPE: 31.90% Accuracy for Asia and Product 137: MAE: 10.219492374165084, MSE: 179.87857345658807, MAPE: 27.57% Accuracy for Asia and Product 138: MAE: 6.550964227695509, MSE: 51.73683396007185, MAPE: 21.34% Accuracy for Asia and Product 139: MAE: 11.520262938353415, MSE: 167.07370793708108, MAPE: 31.19% Accuracy for Asia and Product 140: MAE: 7.600442475082296, MSE: 79.89171302335993, MAPE: 16.99% Accuracy for Asia and Product 141: MAE: 13.122953241309869, MSE: 220.0175809075427, MAPE: 64.81% Accuracy for Asia and Product 142: MAE: 10.640194755118468, MSE: 199.9851613895409, MAPE: 56.42% Accuracy for Asia and Product 143: MAE: 8.400253977871476, MSE: 124.58251015154163, MAPE: 21.16% Accuracy for Asia and Product 144: MAE: 13.89704051164308, MSE: 225.63550133214216, MAPE: 49.62% Accuracy for Asia and Product 145: MAE: 20.25139808655897, MSE: 940.0381446455398, MAPE: 32.35% Accuracy for Asia and Product 146: MAE: 12.211444002594364, MSE: 179.8185905822729, MAPE: 48.55% Accuracy for Asia and Product 147: MAE: 13.517347141817414, MSE: 215.14099315175113, MAPE: 48.59% Accuracy for Asia and Product 148: MAE: 22.690468885246823, MSE: 549.792993656618, MAPE: 110.60% Accuracy for Asia and Product 149: MAE: 10.882365770475905, MSE: 163.50582876727418, MAPE: 125.88% Accuracy for Asia and Product 150: MAE: 12.078058667355695, MSE: 189.20448237377065, MAPE: 37.01% Accuracy for Asia and Product 151: MAE: 15.601344704228282, MSE: 326.6794213851832, MAPE: 39.69% Accuracy for Asia and Product 152: MAE: 12.174401425482236, MSE: 181.52535553364413, MAPE: 35.07% Accuracy for Asia and Product 153: MAE: 11.76034257502141, MSE: 179.41420680964967, MAPE: 31.98% Accuracy for Asia and Product 154: MAE: 9.476470031202426, MSE: 101.5431979961838, MAPE: 26.72% Accuracy for Asia and Product 155: MAE: 10.083930825689992, MSE: 200.94039476187646, MAPE: 24.56% Accuracy for Asia and Product 156: MAE: 13.339226449367132, MSE: 303.88494023689526, MAPE: 35.72% Accuracy for Asia and Product 157: MAE: 10.93012809569659, MSE: 184.3236256049679, MAPE: 45.38% Accuracy for Asia and Product 158: MAE: 16.416546610244882, MSE: 388.23738135074814, MAPE: 65.54% Accuracy for Asia and Product 159: MAE: 10.640225991951752, MSE: 183.45506087930792, MAPE: 33.21% Accuracy for Asia and Product 160: MAE: 7.032109793372973, MSE: 77.50503660350358, MAPE: 18.20% Accuracy for Asia and Product 161: MAE: 8.582114542984396, MSE: 96.89999071716366, MAPE: 19.39% Accuracy for Asia and Product 162: MAE: 6.960494841966275, MSE: 64.10837516588774, MAPE: 20.25% Accuracy for Asia and Product 163: MAE: 8.768784703586713, MSE: 148.72605903180812, MAPE: 27.72% Accuracy for Asia and Product 164: MAE: 8.848861800132802, MSE: 133.5327342820695, MAPE: 35.05% Accuracy for Asia and Product 165: MAE: 5.1651253334784615, MSE: 30.451217669700373, MAPE: 14.08% Accuracy for Asia and Product 166: MAE: 5.7124338559882215, MSE: 50.593416127924925, MAPE: 18.09% Accuracy for Asia and Product 167: MAE: 12.30153701885792, MSE: 214.67605326473466, MAPE: 47.43% Accuracy for Asia and Product 168: MAE: 14.607188643313012, MSE: 354.55733773744066, MAPE: 41.27% Accuracy for Asia and Product 169: MAE: 20.228986942105006, MSE: 443.53180134242905, MAPE: 71.48% Accuracy for Asia and Product 170: MAE: 20.1166642444402, MSE: 434.50474683589675, MAPE: 54.91% Accuracy for Asia and Product 171: MAE: 10.716656509218124, MSE: 139.64402984425098, MAPE: 23.85% Accuracy for Asia and Product 172: MAE: 9.141254742456297, MSE: 97.5825068982306, MAPE: 30.60% Accuracy for Asia and Product 173: MAE: 10.55324742169308, MSE: 166.32987225049126, MAPE: 43.45% Accuracy for Asia and Product 174: MAE: 11.31283325949117, MSE: 209.22477329681382, MAPE: 25.45% Accuracy for Asia and Product 175: MAE: 15.137547690929258, MSE: 425.7789462049868, MAPE: 35.26% Accuracy for Asia and Product 176: MAE: 14.620557256635056, MSE: 313.29047802334907, MAPE: 33.63% Accuracy for Asia and Product 177: MAE: 6.503779142406559, MSE: 64.34242521322608, MAPE: 19.86% Accuracy for Asia and Product 178: MAE: 7.202523571397654, MSE: 81.15248713769088, MAPE: 27.89% Accuracy for Asia and Product 179: MAE: 19.78088703142338, MSE: 512.9533647947452, MAPE: 145.28% Accuracy for Asia and Product 180: MAE: 9.083471883509404, MSE: 92.0127680148782, MAPE: 23.80% Accuracy for Asia and Product 181: MAE: 15.557639669459132, MSE: 531.0387406619183, MAPE: 31.82% Accuracy for Asia and Product 182: MAE: 16.477789246058997, MSE: 292.8720989637355, MAPE: 34.37% Accuracy for Asia and Product 183: MAE: 6.009533469750153, MSE: 54.47675520739981, MAPE: 14.55% Accuracy for Asia and Product 184: MAE: 14.072033145910343, MSE: 347.03279816102355, MAPE: 53.25% Accuracy for Asia and Product 185: MAE: 8.271666997488596, MSE: 153.8799213305735, MAPE: 16.30% Accuracy for Asia and Product 186: MAE: 7.333811660565042, MSE: 101.8908450402961, MAPE: 20.76% Accuracy for Asia and Product 187: MAE: 11.323955113089395, MSE: 234.8577556420958, MAPE: 67.25% Accuracy for Asia and Product 188: MAE: 16.066327273743305, MSE: 329.0564051362647, MAPE: 46.32% Accuracy for Asia and Product 189: MAE: 14.991325878837348, MSE: 301.67874703805654, MAPE: 38.63% Accuracy for Asia and Product 190: MAE: 14.46712530003532, MSE: 267.9051422818312, MAPE: 54.88% Accuracy for Asia and Product 191: MAE: 9.485215277979451, MSE: 128.2364877929564, MAPE: 23.75% Accuracy for Asia and Product 192: MAE: 16.20363261564028, MSE: 326.0681554715345, MAPE: 65.01% Accuracy for Asia and Product 193: MAE: 10.306305678246773, MSE: 147.55130279353222, MAPE: 40.38% Accuracy for Asia and Product 194: MAE: 8.686389651441072, MSE: 233.61885758132894, MAPE: 15.96% Accuracy for Asia and Product 195: MAE: 10.240341345808927, MSE: 116.13457210487411, MAPE: 40.44% Accuracy for Asia and Product 196: MAE: 7.454376289411249, MSE: 124.16404434498823, MAPE: 23.42% Accuracy for Asia and Product 197: MAE: 16.803147359584063, MSE: 421.89009985632964, MAPE: 65.73% Accuracy for Asia and Product 198: MAE: 8.17679011616013, MSE: 102.34909671494708, MAPE: 24.50% Accuracy for Asia and Product 199: MAE: 16.530131039124786, MSE: 363.51823183085185, MAPE: 47.48% Accuracy for Asia and Product 200: MAE: 7.158635974750149, MSE: 99.24752664772382, MAPE: 19.08% Accuracy for Asia and Product 201: MAE: 7.168922636806566, MSE: 63.350347653297135, MAPE: 27.01% Accuracy for Asia and Product 202: MAE: 9.662804259871105, MSE: 106.74646302324939, MAPE: 51.27% Accuracy for Asia and Product 203: MAE: 20.272922539836763, MSE: 557.4902144690572, MAPE: 81.12% Accuracy for Asia and Product 204: MAE: 6.78983395261718, MSE: 65.47678522124936, MAPE: 18.97% Accuracy for Asia and Product 205: MAE: 10.397023971559364, MSE: 193.21628673469962, MAPE: 23.54% Accuracy for Asia and Product 206: MAE: 11.027552021401737, MSE: 266.5256459017377, MAPE: 18.80% Accuracy for Asia and Product 207: MAE: 10.30931305363605, MSE: 178.01343066454257, MAPE: 26.88% Accuracy for Asia and Product 208: MAE: 22.248233995177667, MSE: 565.6584396288413, MAPE: 55.26% Accuracy for Asia and Product 209: MAE: 14.80584362282724, MSE: 314.65093806416843, MAPE: 35.88% Accuracy for Asia and Product 210: MAE: 11.811040623615588, MSE: 196.15654402046, MAPE: 58.48% Accuracy for Asia and Product 211: MAE: 11.705032832089156, MSE: 155.90847696614483, MAPE: 36.19% Accuracy for Asia and Product 212: MAE: 14.447029590903284, MSE: 244.29812790906368, MAPE: 43.70% Accuracy for Asia and Product 213: MAE: 15.832692648039167, MSE: 398.9389169584182, MAPE: 62.85% Accuracy for Asia and Product 214: MAE: 15.35805181572034, MSE: 418.77612206210887, MAPE: 34.65% Accuracy for Asia and Product 215: MAE: 8.225564522440454, MSE: 124.1201578318643, MAPE: 16.45% Accuracy for Asia and Product 216: MAE: 5.99841850619673, MSE: 78.30248028426209, MAPE: 12.14% Accuracy for Asia and Product 217: MAE: 6.942365944429244, MSE: 104.98283543397625, MAPE: 14.53% Accuracy for Asia and Product 218: MAE: 9.624642507250023, MSE: 191.75470430860327, MAPE: 20.10% Accuracy for Asia and Product 219: MAE: 16.16353685008021, MSE: 474.07184544030895, MAPE: 63.21% Accuracy for Asia and Product 220: MAE: 14.820858782040869, MSE: 408.2113611098566, MAPE: 93.42% Accuracy for Asia and Product 221: MAE: 13.600728170855621, MSE: 278.13319401549404, MAPE: 102.68% Accuracy for Asia and Product 222: MAE: 12.907614562613793, MSE: 293.1790931082883, MAPE: 43.56% Accuracy for Asia and Product 223: MAE: 8.358517046686478, MSE: 101.68867787135342, MAPE: 25.11% Accuracy for Asia and Product 224: MAE: 13.285877355206996, MSE: 302.41650685319826, MAPE: 39.58% Accuracy for Asia and Product 225: MAE: 14.208242424754626, MSE: 244.0624391623715, MAPE: 37.22% Accuracy for Asia and Product 226: MAE: 10.771660119775833, MSE: 127.38491254126124, MAPE: 24.70% Accuracy for Asia and Product 227: MAE: 7.272974293731524, MSE: 63.29543653686733, MAPE: 17.67% Accuracy for Asia and Product 228: MAE: 14.969276036837623, MSE: 245.66892483374667, MAPE: 38.23% Accuracy for Asia and Product 229: MAE: 20.91379839622285, MSE: 580.5844022971752, MAPE: 94.87% Accuracy for Asia and Product 230: MAE: 17.92892545806847, MSE: 445.0758763822572, MAPE: 62.75% Accuracy for Asia and Product 231: MAE: 11.29900363083164, MSE: 186.657173324271, MAPE: 34.27% Accuracy for Asia and Product 232: MAE: 21.005391497157436, MSE: 609.8165592147882, MAPE: 149.13% Accuracy for Asia and Product 233: MAE: 12.577053754349372, MSE: 260.7676404861146, MAPE: 76.64% Accuracy for Asia and Product 234: MAE: 9.01507492392001, MSE: 93.68110187952455, MAPE: 23.70% Accuracy for Asia and Product 235: MAE: 12.37628180135367, MSE: 311.04594422647114, MAPE: 32.20% Accuracy for Asia and Product 236: MAE: 21.07390556883748, MSE: 470.58624969351524, MAPE: 79.74% Accuracy for Asia and Product 237: MAE: 12.513573300763111, MSE: 216.43213703673177, MAPE: 28.94% Accuracy for Asia and Product 238: MAE: 13.9183555876914, MSE: 245.13353114147532, MAPE: 62.85% Accuracy for Asia and Product 239: MAE: 9.803660174009535, MSE: 134.40401839241068, MAPE: 37.71% Accuracy for Asia and Product 240: MAE: 14.023972374295889, MSE: 258.80036015239773, MAPE: 49.20% Accuracy for Asia and Product 241: MAE: 16.212271073084644, MSE: 321.7537079105909, MAPE: 68.64% Accuracy for Asia and Product 242: MAE: 10.692766220959744, MSE: 179.91664046895502, MAPE: 23.41% Accuracy for Asia and Product 243: MAE: 12.270352434601339, MSE: 209.7540128424996, MAPE: 32.79% Accuracy for Asia and Product 244: MAE: 11.149749963314358, MSE: 177.61353641372952, MAPE: 37.42% Accuracy for Asia and Product 245: MAE: 19.732035001217906, MSE: 620.4351822859201, MAPE: 84.76% Accuracy for Asia and Product 246: MAE: 8.62674930935845, MSE: 158.26948576260818, MAPE: 22.00% Accuracy for Asia and Product 247: MAE: 19.7396826834607, MSE: 436.08523437378864, MAPE: 42.19% Accuracy for Asia and Product 248: MAE: 1.234815005760288, MSE: 2.9060580727241576, MAPE: 3.01% Accuracy for Asia and Product 249: MAE: 21.675080435342224, MSE: 506.6492767605834, MAPE: 526.45% Accuracy for Asia and Product 250: MAE: 18.215965543864925, MSE: 405.15969965147326, MAPE: 87.87% Accuracy for Asia and Product 251: MAE: 14.837881454282927, MSE: 394.63798645359964, MAPE: 33.49% Accuracy for Asia and Product 252: MAE: 12.424089763625814, MSE: 180.1345021020282, MAPE: 54.66% Accuracy for Asia and Product 253: MAE: 17.842936694617094, MSE: 436.4121463305428, MAPE: 41.21% Accuracy for Asia and Product 254: MAE: 13.686134848910484, MSE: 289.36881106753174, MAPE: 39.26% Accuracy for Asia and Product 255: MAE: 7.607496921810599, MSE: 79.79667548753385, MAPE: 27.58% Accuracy for Asia and Product 256: MAE: 9.675871458352107, MSE: 142.2781419048613, MAPE: 40.55% Accuracy for Asia and Product 257: MAE: 16.693299152729004, MSE: 384.6612217421565, MAPE: 41.02% Accuracy for Asia and Product 258: MAE: 8.007986750655622, MSE: 87.38420163896409, MAPE: 21.74% Accuracy for Asia and Product 259: MAE: 10.645007567677094, MSE: 171.03028799539288, MAPE: 51.37% Accuracy for Asia and Product 260: MAE: 12.321946272503082, MSE: 267.7517464490111, MAPE: 42.49% Accuracy for Asia and Product 261: MAE: 14.686688180065833, MSE: 345.98541898443113, MAPE: 74.59% Accuracy for Asia and Product 262: MAE: 8.855900364956081, MSE: 125.28560152380267, MAPE: 25.02% Accuracy for Asia and Product 263: MAE: 13.668759323040131, MSE: 214.8344432597215, MAPE: 41.29% Accuracy for Asia and Product 264: MAE: 9.121954057455733, MSE: 156.6628555970203, MAPE: 32.05% Accuracy for Asia and Product 265: MAE: 14.194156445447561, MSE: 262.85576514055515, MAPE: 34.78% Accuracy for Asia and Product 266: MAE: 6.0568780242542335, MSE: 58.66894781282775, MAPE: 14.84% Accuracy for Asia and Product 267: MAE: 9.640002787565678, MSE: 188.0132353310536, MAPE: 29.83% Accuracy for Asia and Product 268: MAE: 9.841480165692108, MSE: 124.82166121805383, MAPE: 33.77% Accuracy for Asia and Product 269: MAE: 10.96850234957624, MSE: 177.5641647335624, MAPE: 38.23% Accuracy for Asia and Product 270: MAE: 15.83345654063504, MSE: 336.03155747158905, MAPE: 57.17% Accuracy for Asia and Product 271: MAE: 15.153724986424056, MSE: 374.02165457300214, MAPE: 45.22% Accuracy for Asia and Product 272: MAE: 17.034897562042396, MSE: 475.37424452708854, MAPE: 127.17% Accuracy for Asia and Product 273: MAE: 12.094522708961325, MSE: 204.19576378706026, MAPE: 24.57% Accuracy for Asia and Product 274: MAE: 15.463458547398819, MSE: 311.68996108308886, MAPE: 47.71% Accuracy for Asia and Product 275: MAE: 16.754597738566197, MSE: 424.0336247044408, MAPE: 61.60% Accuracy for Asia and Product 276: MAE: 24.244934201141525, MSE: 755.3822079509225, MAPE: 107.20% Accuracy for Asia and Product 277: MAE: 14.302690086862857, MSE: 293.12745154602817, MAPE: 36.09% Accuracy for Asia and Product 278: MAE: 15.499875070030503, MSE: 429.99895779808276, MAPE: 35.81% Accuracy for Asia and Product 279: MAE: 20.829738580210563, MSE: 511.8148214122446, MAPE: 77.98% Accuracy for Asia and Product 280: MAE: 19.317973814031642, MSE: 506.80830970533333, MAPE: 73.32% Accuracy for Asia and Product 281: MAE: 14.351910112999628, MSE: 240.4749475212854, MAPE: 67.40% Accuracy for Asia and Product 282: MAE: 9.254679856028412, MSE: 138.3203346999223, MAPE: 22.42% Accuracy for Asia and Product 283: MAE: 9.069648233642333, MSE: 124.8057561254927, MAPE: 24.61% Accuracy for Asia and Product 284: MAE: 14.630387105945568, MSE: 380.01214736003556, MAPE: 36.47% Accuracy for Asia and Product 285: MAE: 15.518376751767658, MSE: 332.61757499778963, MAPE: 42.15% Accuracy for Asia and Product 286: MAE: 7.93922634170398, MSE: 162.20775949956902, MAPE: 20.43% Accuracy for Asia and Product 287: MAE: 6.327102132175684, MSE: 56.76165411514954, MAPE: 14.95% Accuracy for Asia and Product 288: MAE: 9.754786539722039, MSE: 98.08264046014475, MAPE: 41.47% Accuracy for Asia and Product 289: MAE: 10.116815289442076, MSE: 164.44241337621216, MAPE: 25.35% Accuracy for Asia and Product 290: MAE: 9.910085362387573, MSE: 120.1890595962448, MAPE: 29.70% Accuracy for Asia and Product 291: MAE: 18.737189469504813, MSE: 491.03934081337945, MAPE: 123.15% Accuracy for Asia and Product 292: MAE: 19.987734279618998, MSE: 510.2619354967145, MAPE: 36.75% Accuracy for Asia and Product 293: MAE: 3.9778498364179966, MSE: 18.58243692898039, MAPE: 10.03% Accuracy for Asia and Product 294: MAE: 14.78157209428216, MSE: 272.4882044194868, MAPE: 43.45% Accuracy for Asia and Product 295: MAE: 14.318890529066314, MSE: 480.8330658109015, MAPE: 32.97% Accuracy for Asia and Product 296: MAE: 11.267490446294115, MSE: 215.6241661110461, MAPE: 36.15% Accuracy for Asia and Product 297: MAE: 12.163984201139309, MSE: 204.9185904175797, MAPE: 43.42% Accuracy for Asia and Product 298: MAE: 15.076948392315142, MSE: 329.9337608332089, MAPE: 74.74% Accuracy for Asia and Product 299: MAE: 12.513538598797334, MSE: 252.31159885600306, MAPE: 31.74% Accuracy for Asia and Product 300: MAE: 9.600874253200402, MSE: 148.64875556578883, MAPE: 26.98% Accuracy for Asia and Product 301: MAE: 12.244177588646497, MSE: 237.68732401480514, MAPE: 23.40% Accuracy for Asia and Product 302: MAE: 17.109806564172438, MSE: 382.34149322008614, MAPE: 46.68% Accuracy for Asia and Product 303: MAE: 16.918298723978133, MSE: 417.6033033115086, MAPE: 68.61% Accuracy for Asia and Product 304: MAE: 16.613297488863527, MSE: 319.9427135046307, MAPE: 78.36% Accuracy for Asia and Product 305: MAE: 3.4345772445557956, MSE: 14.79009259699976, MAPE: 7.99% Accuracy for Asia and Product 306: MAE: 7.942196434065029, MSE: 81.61682913334128, MAPE: 18.05% Accuracy for Asia and Product 307: MAE: 12.402786404818883, MSE: 157.75197040636834, MAPE: 31.26% Accuracy for Asia and Product 308: MAE: 11.064264947456632, MSE: 169.62766630567435, MAPE: 36.27% Accuracy for Asia and Product 309: MAE: 12.374692567525084, MSE: 212.30488506305898, MAPE: 25.86% Accuracy for Asia and Product 310: MAE: 6.256615102567504, MSE: 68.74238733811157, MAPE: 18.54% Accuracy for Asia and Product 311: MAE: 9.185715333236214, MSE: 146.4182529945703, MAPE: 30.39% Accuracy for Asia and Product 312: MAE: 11.654404486916064, MSE: 173.82326074557471, MAPE: 30.54% Accuracy for Asia and Product 313: MAE: 7.471146187473275, MSE: 65.92093192472954, MAPE: 21.29% Accuracy for Asia and Product 314: MAE: 5.792227747005761, MSE: 51.49480928943598, MAPE: 15.22% Accuracy for Asia and Product 315: MAE: 16.741435213458608, MSE: 402.1924316990537, MAPE: 194.38% Accuracy for Asia and Product 316: MAE: 11.715426527291271, MSE: 181.90916170974592, MAPE: 32.02% Accuracy for Asia and Product 317: MAE: 10.24231786510617, MSE: 223.58010416096403, MAPE: 28.44% Accuracy for Asia and Product 318: MAE: 19.33175241671766, MSE: 525.5400669818473, MAPE: 69.09% Accuracy for Asia and Product 319: MAE: 15.768486439838023, MSE: 395.51396499370384, MAPE: 35.86% Accuracy for Asia and Product 320: MAE: 12.765319490881033, MSE: 225.9949268989663, MAPE: 24.41% Accuracy for Asia and Product 321: MAE: 11.279359491213915, MSE: 170.1458048513494, MAPE: 46.13% Accuracy for Asia and Product 322: MAE: 9.178208344120113, MSE: 87.01881900064082, MAPE: 24.00% Accuracy for Asia and Product 323: MAE: 9.151140998006449, MSE: 144.34435923524947, MAPE: 30.24% Accuracy for Asia and Product 324: MAE: 8.383846338447587, MSE: 98.42578905231137, MAPE: 42.95% Accuracy for Asia and Product 325: MAE: 8.363866624712935, MSE: 78.32192219152046, MAPE: 21.59% Accuracy for Asia and Product 326: MAE: 8.464115818154543, MSE: 120.66416847977254, MAPE: 23.62% Accuracy for Asia and Product 327: MAE: 13.67073191984531, MSE: 276.8815003565059, MAPE: 44.52% Accuracy for Asia and Product 328: MAE: 9.319430034210669, MSE: 147.69859490043865, MAPE: 33.52% Accuracy for Asia and Product 329: MAE: 14.784474267677563, MSE: 264.9155789891074, MAPE: 47.69% Accuracy for Asia and Product 330: MAE: 14.398104652431368, MSE: 220.8105654680957, MAPE: 43.16% Accuracy for Asia and Product 331: MAE: 7.839780759042805, MSE: 106.02089376751262, MAPE: 28.13% Accuracy for Asia and Product 332: MAE: 10.17913897877931, MSE: 288.0754127720351, MAPE: 99.11% Accuracy for Asia and Product 333: MAE: 6.233811174372539, MSE: 54.54042627823541, MAPE: 14.73% Accuracy for Asia and Product 334: MAE: 14.39736242303477, MSE: 230.05209879591703, MAPE: 77.37% Accuracy for Asia and Product 335: MAE: 9.051031631589865, MSE: 87.1522578999241, MAPE: 29.22% Accuracy for Asia and Product 336: MAE: 15.678570128270895, MSE: 317.0601817566744, MAPE: 45.58% Accuracy for Asia and Product 337: MAE: 7.899669556837763, MSE: 141.92336152011995, MAPE: 21.73% Accuracy for Asia and Product 338: MAE: 6.9442930296010035, MSE: 100.6424077962, MAPE: 17.70% Accuracy for Asia and Product 339: MAE: 9.97572831394982, MSE: 141.19218463214452, MAPE: 26.98% Accuracy for Asia and Product 340: MAE: 9.160227439547082, MSE: 108.62999419617014, MAPE: 20.85% Accuracy for Asia and Product 341: MAE: 15.46282526955024, MSE: 298.23839513745935, MAPE: 49.36% Accuracy for Asia and Product 342: MAE: 10.07616530240034, MSE: 207.57619370721758, MAPE: 35.06% Accuracy for Asia and Product 343: MAE: 14.125461083356777, MSE: 261.2122208800834, MAPE: 33.32% Accuracy for Asia and Product 344: MAE: 17.39042124830851, MSE: 398.51658491624164, MAPE: 96.49% Accuracy for Asia and Product 345: MAE: 15.344086431406026, MSE: 318.9235546299657, MAPE: 213.64% Accuracy for Asia and Product 346: MAE: 9.914746311127617, MSE: 224.5300393338276, MAPE: 16.32% Accuracy for Asia and Product 347: MAE: 14.029057818407603, MSE: 267.4050063020197, MAPE: 35.25% Accuracy for Asia and Product 348: MAE: 17.356701590200874, MSE: 487.25974126185366, MAPE: 60.76% Accuracy for Asia and Product 349: MAE: 7.7495315952061645, MSE: 124.4577135437177, MAPE: 26.81% Accuracy for Asia and Product 350: MAE: 15.013772194230338, MSE: 252.54981700735615, MAPE: 50.08% Accuracy for Asia and Product 351: MAE: 9.509791902946947, MSE: 112.82553471270549, MAPE: 30.16% Accuracy for Asia and Product 352: MAE: 16.42624641057322, MSE: 349.39531472870584, MAPE: 63.19% Accuracy for Asia and Product 353: MAE: 16.774725613313407, MSE: 342.4407136495191, MAPE: 56.12% Accuracy for Asia and Product 354: MAE: 11.149310123561344, MSE: 188.95824974775635, MAPE: 33.32% Accuracy for Asia and Product 355: MAE: 12.735858835581798, MSE: 277.0593233639932, MAPE: 43.34% Accuracy for Asia and Product 356: MAE: 12.373842349491307, MSE: 228.1374997461349, MAPE: 33.37% Accuracy for Asia and Product 357: MAE: 8.743660398445453, MSE: 96.02393782236884, MAPE: 36.46% Accuracy for Asia and Product 358: MAE: 9.613977115954187, MSE: 101.90785469806787, MAPE: 29.38% Accuracy for Asia and Product 359: MAE: 10.311581035617374, MSE: 157.86633060655998, MAPE: 32.11% Accuracy for Asia and Product 360: MAE: 5.746977520019996, MSE: 49.15810061411153, MAPE: 19.16% Accuracy for Asia and Product 361: MAE: 15.466622793805376, MSE: 346.1282671902685, MAPE: 37.53% Accuracy for Asia and Product 362: MAE: 13.428311892754158, MSE: 258.7075745265007, MAPE: 42.56% Accuracy for Asia and Product 363: MAE: 7.088791593580821, MSE: 95.73727889122856, MAPE: 22.28% Accuracy for Asia and Product 364: MAE: 13.130976735094896, MSE: 206.1402336144654, MAPE: 59.95% Accuracy for Asia and Product 365: MAE: 9.552403605182379, MSE: 210.3581789347391, MAPE: 31.72% Accuracy for Asia and Product 366: MAE: 12.552407473955094, MSE: 175.8282407019883, MAPE: 69.08% Accuracy for Asia and Product 367: MAE: 19.05852285854383, MSE: 551.2736183007535, MAPE: 45.50% Accuracy for Asia and Product 368: MAE: 20.714293967227036, MSE: 590.433904597753, MAPE: 78.53% Accuracy for Asia and Product 369: MAE: 4.6251421789377485, MSE: 30.043981714842722, MAPE: 16.56% Accuracy for Asia and Product 370: MAE: 13.606767864889672, MSE: 310.5305884704553, MAPE: 30.76% Accuracy for Asia and Product 371: MAE: 13.307233933645733, MSE: 321.37646629625306, MAPE: 34.48% Accuracy for Asia and Product 372: MAE: 17.403466492390987, MSE: 347.3811032411603, MAPE: 73.06% Accuracy for Asia and Product 373: MAE: 14.129147713808255, MSE: 298.29076839751076, MAPE: 43.96% Accuracy for Asia and Product 374: MAE: 11.122562072576304, MSE: 245.7929118671393, MAPE: 35.27% Accuracy for Asia and Product 375: MAE: 11.689184600905064, MSE: 168.20041804360793, MAPE: 28.28% Accuracy for Asia and Product 376: MAE: 15.406923225948423, MSE: 367.12355825590527, MAPE: 48.51% Accuracy for Asia and Product 377: MAE: 8.718563507424935, MSE: 91.28826738142041, MAPE: 23.60% Accuracy for Asia and Product 378: MAE: 11.570930811028118, MSE: 218.2205892567381, MAPE: 61.54% Accuracy for Asia and Product 379: MAE: 10.387873649511128, MSE: 136.15124668482116, MAPE: 24.37% Accuracy for Asia and Product 380: MAE: 8.638272098102785, MSE: 141.47061444162432, MAPE: 23.42% Accuracy for Asia and Product 381: MAE: 9.75056695163679, MSE: 174.06943687667254, MAPE: 29.26% Accuracy for Asia and Product 382: MAE: 5.910457618476027, MSE: 56.17108535164581, MAPE: 14.70% Accuracy for Asia and Product 383: MAE: 7.646578004287029, MSE: 79.41078034959736, MAPE: 22.57% Accuracy for Asia and Product 384: MAE: 12.952762409991077, MSE: 326.87459060230003, MAPE: 25.57% Accuracy for Asia and Product 385: MAE: 9.752823558596777, MSE: 137.5009219741025, MAPE: 31.87% Accuracy for Asia and Product 386: MAE: 6.970229517452836, MSE: 90.9571921183777, MAPE: 42.96% Accuracy for Asia and Product 387: MAE: 16.356247994638146, MSE: 365.1371575015497, MAPE: 32.01% Accuracy for Asia and Product 388: MAE: 10.261139863018943, MSE: 189.7029847697991, MAPE: 24.95% Accuracy for Asia and Product 389: MAE: 21.855301521653985, MSE: 525.3974721694776, MAPE: 58.13% Accuracy for Asia and Product 390: MAE: 11.834542840201376, MSE: 147.08977010563805, MAPE: 25.20% Accuracy for Asia and Product 391: MAE: 7.242767401712629, MSE: 115.79037262017508, MAPE: 19.57% Accuracy for Asia and Product 392: MAE: 4.774465101157041, MSE: 41.20175754259681, MAPE: 11.10% Accuracy for Asia and Product 393: MAE: 10.977799206460379, MSE: 223.6259839670966, MAPE: 63.42% Accuracy for Asia and Product 394: MAE: 10.908534167648195, MSE: 182.4959849653023, MAPE: 26.51% Accuracy for Asia and Product 395: MAE: 11.802805459645672, MSE: 196.999433164904, MAPE: 65.73% Accuracy for Asia and Product 396: MAE: 16.829847767708646, MSE: 400.7554052086862, MAPE: 59.84% Accuracy for Asia and Product 397: MAE: 8.503491796667046, MSE: 93.97814968618735, MAPE: 21.98% Accuracy for Asia and Product 398: MAE: 11.360425088486688, MSE: 171.04263551136128, MAPE: 36.10% Accuracy for Asia and Product 399: MAE: 22.622245967757646, MSE: 647.4528621107188, MAPE: 67.60% Accuracy for Asia and Product 400: MAE: 8.991674067747686, MSE: 120.23552592167604, MAPE: 34.70% Accuracy for Asia and Product 401: MAE: 9.956988773128739, MSE: 128.46272510772002, MAPE: 23.24% Accuracy for Asia and Product 402: MAE: 9.15137178639771, MSE: 166.1021423976835, MAPE: 37.32% Accuracy for Asia and Product 403: MAE: 13.402148241400983, MSE: 255.52179999848846, MAPE: 27.16% Accuracy for Asia and Product 404: MAE: 9.556861705029897, MSE: 105.7917127474324, MAPE: 25.63% Accuracy for Asia and Product 405: MAE: 14.93768100083293, MSE: 458.42915876036875, MAPE: 57.83% Accuracy for Asia and Product 406: MAE: 17.459595466448395, MSE: 348.99971822638975, MAPE: 54.71% Accuracy for Asia and Product 407: MAE: 16.002455016364593, MSE: 352.40185845300846, MAPE: 40.88% Accuracy for Asia and Product 408: MAE: 6.514521284902838, MSE: 74.45657229589725, MAPE: 25.46% Accuracy for Asia and Product 409: MAE: 9.561485659465955, MSE: 171.78556972065516, MAPE: 17.22% Accuracy for Asia and Product 410: MAE: 10.068820782896243, MSE: 185.76896663047768, MAPE: 19.91% Accuracy for Asia and Product 411: MAE: 10.61463128023654, MSE: 152.14965277661966, MAPE: 32.90% Accuracy for Asia and Product 412: MAE: 11.588557166181552, MSE: 157.35271814443226, MAPE: 29.98% Accuracy for Asia and Product 413: MAE: 7.720143044844559, MSE: 99.81938161219834, MAPE: 20.56% Accuracy for Asia and Product 414: MAE: 13.016977396788414, MSE: 386.80254628737373, MAPE: 46.29% Accuracy for Asia and Product 415: MAE: 16.706743208114723, MSE: 329.34022930987214, MAPE: 36.55% Accuracy for Asia and Product 416: MAE: 16.535131562561237, MSE: 319.11949453670155, MAPE: 57.32% Accuracy for Asia and Product 417: MAE: 13.38208915368163, MSE: 284.3300718693902, MAPE: 32.15% Accuracy for Asia and Product 418: MAE: 14.577311349851453, MSE: 316.2779330328898, MAPE: 43.50% Accuracy for Asia and Product 419: MAE: 6.259475237890529, MSE: 55.231241434521756, MAPE: 22.84% Accuracy for Asia and Product 420: MAE: 12.562274698810219, MSE: 234.77530146187297, MAPE: 49.74% Accuracy for Asia and Product 421: MAE: 11.843537620667323, MSE: 177.6083889102706, MAPE: 31.59% Accuracy for Asia and Product 422: MAE: 9.585024291816527, MSE: 277.4722826321432, MAPE: 42.94% Accuracy for Asia and Product 423: MAE: 10.601013106385121, MSE: 129.78976941415968, MAPE: 23.24% Accuracy for Asia and Product 424: MAE: 11.726330301818539, MSE: 191.19245961997825, MAPE: 26.23% Accuracy for Asia and Product 425: MAE: 7.233394210683253, MSE: 95.56934592060503, MAPE: 20.13% Accuracy for Asia and Product 426: MAE: 15.106567178428827, MSE: 409.0621270375575, MAPE: 47.17% Accuracy for Asia and Product 427: MAE: 7.095554481043557, MSE: 65.53722387384941, MAPE: 30.70% Accuracy for Asia and Product 428: MAE: 16.216513584124307, MSE: 379.09581202879207, MAPE: 55.05% Accuracy for Asia and Product 429: MAE: 4.228639752003208, MSE: 25.73089801771143, MAPE: 8.54% Accuracy for Asia and Product 430: MAE: 15.211164050938033, MSE: 362.94384701388174, MAPE: 30.30% Accuracy for Asia and Product 431: MAE: 10.259861627653514, MSE: 123.22387404787409, MAPE: 45.47% Accuracy for Asia and Product 432: MAE: 17.704510961318523, MSE: 335.3017102513907, MAPE: 78.22% Accuracy for Asia and Product 433: MAE: 11.071353537313337, MSE: 153.35094272246465, MAPE: 33.24% Accuracy for Asia and Product 434: MAE: 19.26913091907607, MSE: 409.2153702373029, MAPE: 65.57% Accuracy for Asia and Product 435: MAE: 9.394170393730628, MSE: 131.16628181606794, MAPE: 43.97% Accuracy for Asia and Product 436: MAE: 22.477058267058545, MSE: 546.5465444282271, MAPE: 46.65% Accuracy for Asia and Product 437: MAE: 20.71720011061813, MSE: 677.7308536708982, MAPE: 45.08% Accuracy for Asia and Product 438: MAE: 23.958086403879513, MSE: 836.6185886362466, MAPE: 198.37% Accuracy for Asia and Product 439: MAE: 17.65956968792001, MSE: 588.2252905968523, MAPE: 116.91% Accuracy for Asia and Product 440: MAE: 15.319703307063355, MSE: 407.78202746497584, MAPE: 31.64% Accuracy for Asia and Product 441: MAE: 9.6399212397583, MSE: 132.1127753025392, MAPE: 30.89% Accuracy for Asia and Product 442: MAE: 10.074414775575377, MSE: 207.94946846863945, MAPE: 26.40% Accuracy for Asia and Product 443: MAE: 14.522350560337674, MSE: 270.24528449517754, MAPE: 67.01% Accuracy for Asia and Product 444: MAE: 14.868130323443925, MSE: 334.6150609645975, MAPE: 41.62% Accuracy for Asia and Product 445: MAE: 10.997987556350617, MSE: 367.50689409249424, MAPE: 19.28% Accuracy for Asia and Product 446: MAE: 18.41315385397394, MSE: 480.3423684357057, MAPE: 50.22% Accuracy for Asia and Product 447: MAE: 6.823731472958398, MSE: 55.75126882657331, MAPE: 20.72% Accuracy for Asia and Product 448: MAE: 15.787453782042885, MSE: 458.0840996295774, MAPE: 37.95% Accuracy for Asia and Product 449: MAE: 7.071532803629211, MSE: 89.20895654597639, MAPE: 29.61% Accuracy for Asia and Product 450: MAE: 8.513333570059874, MSE: 76.39134482868948, MAPE: 19.30% Accuracy for Asia and Product 451: MAE: 14.24017291507044, MSE: 315.88490793362587, MAPE: 49.39% Accuracy for Asia and Product 452: MAE: 15.449092525834146, MSE: 341.2132009719947, MAPE: 40.40% Accuracy for Asia and Product 453: MAE: 13.703281853903686, MSE: 266.53142171418835, MAPE: 52.14% Accuracy for Asia and Product 454: MAE: 6.0929317201121505, MSE: 49.3919746194565, MAPE: 19.56% Accuracy for Asia and Product 455: MAE: 14.694714202417533, MSE: 242.59800920243734, MAPE: 48.99% Accuracy for Asia and Product 456: MAE: 7.182255626112526, MSE: 88.65198938098379, MAPE: 19.35% Accuracy for Asia and Product 457: MAE: 10.33471222856905, MSE: 199.1189614982014, MAPE: 30.09% Accuracy for Asia and Product 458: MAE: 16.79095348906419, MSE: 379.9083478938508, MAPE: 42.08% Accuracy for Asia and Product 459: MAE: 9.713726550680224, MSE: 213.3743937652016, MAPE: 53.92% Accuracy for Asia and Product 460: MAE: 20.32289016824835, MSE: 437.02197032455626, MAPE: 64.96% Accuracy for Asia and Product 461: MAE: 14.174971104201669, MSE: 316.27153025886616, MAPE: 36.29% Accuracy for Asia and Product 462: MAE: 14.403691467085087, MSE: 355.1706875684571, MAPE: 31.01% Accuracy for Asia and Product 463: MAE: 14.062529997352067, MSE: 219.5950440818473, MAPE: 43.95% Accuracy for Asia and Product 464: MAE: 9.908833192490814, MSE: 148.79148575056365, MAPE: 59.10% Accuracy for Asia and Product 465: MAE: 21.166959426274847, MSE: 478.34669707312713, MAPE: 64.18% Accuracy for Asia and Product 466: MAE: 10.68443048414918, MSE: 148.2730848795705, MAPE: 41.16% Accuracy for Asia and Product 467: MAE: 11.884940222579198, MSE: 172.0182564361457, MAPE: 37.87% Accuracy for Asia and Product 468: MAE: 4.469712209076896, MSE: 25.596649868656883, MAPE: 11.98% Accuracy for Asia and Product 469: MAE: 14.325006104529217, MSE: 357.72190270044683, MAPE: 86.99% Accuracy for Asia and Product 470: MAE: 12.565717905549525, MSE: 202.83351655097044, MAPE: 29.52% Accuracy for Asia and Product 471: MAE: 13.110145536406947, MSE: 277.22385656794955, MAPE: 24.28% Accuracy for Asia and Product 472: MAE: 12.223969462364176, MSE: 230.1038620840631, MAPE: 29.87% Accuracy for Asia and Product 473: MAE: 12.338684715033688, MSE: 177.8190372526957, MAPE: 38.39% Accuracy for Asia and Product 474: MAE: 13.822097224008527, MSE: 441.984679613188, MAPE: 40.65% Accuracy for Asia and Product 475: MAE: 14.300810125846118, MSE: 228.37235995278647, MAPE: 98.82% Accuracy for Asia and Product 476: MAE: 19.00842082083585, MSE: 484.79716330442864, MAPE: 55.98% Accuracy for Asia and Product 477: MAE: 16.08405832569634, MSE: 352.8775959318347, MAPE: 80.85% Accuracy for Asia and Product 478: MAE: 11.853237794827841, MSE: 226.97703297746847, MAPE: 61.17% Accuracy for Asia and Product 479: MAE: 14.775071903282187, MSE: 357.6423413252946, MAPE: 52.89% Accuracy for Asia and Product 480: MAE: 12.580214054510295, MSE: 232.64943328864715, MAPE: 35.79% Accuracy for Asia and Product 481: MAE: 13.20174238803462, MSE: 227.9764313741755, MAPE: 32.37% Accuracy for Asia and Product 482: MAE: 16.168785050010126, MSE: 324.94538240894997, MAPE: 39.50% Accuracy for Asia and Product 483: MAE: 7.888774666798769, MSE: 73.4613163313541, MAPE: 25.06% Accuracy for Asia and Product 484: MAE: 13.014540034539328, MSE: 245.88549311218344, MAPE: 40.36% Accuracy for Asia and Product 485: MAE: 12.220700557975631, MSE: 263.54873393770265, MAPE: 54.05% Accuracy for Asia and Product 486: MAE: 9.327900337002259, MSE: 124.68967871119023, MAPE: 38.79% Accuracy for Asia and Product 487: MAE: 15.523220925605381, MSE: 294.1329703017585, MAPE: 36.52% Accuracy for Asia and Product 488: MAE: 14.754654422234225, MSE: 370.03285051241716, MAPE: 31.55% Accuracy for Asia and Product 489: MAE: 16.913017572807835, MSE: 338.241428729381, MAPE: 99.13% Accuracy for Asia and Product 490: MAE: 14.574887501870956, MSE: 261.5184677621186, MAPE: 32.20% Accuracy for Asia and Product 491: MAE: 13.062519625077158, MSE: 251.56509094796675, MAPE: 147.12% Accuracy for Asia and Product 492: MAE: 20.762860530419413, MSE: 550.2601046177543, MAPE: 56.72% Accuracy for Asia and Product 493: MAE: 13.579553822570201, MSE: 317.27320741228573, MAPE: 31.62% Accuracy for Asia and Product 494: MAE: 7.569655439990735, MSE: 74.11223492745232, MAPE: 20.22% Accuracy for Asia and Product 495: MAE: 13.214211223046252, MSE: 292.45276209855484, MAPE: 30.71% Accuracy for Asia and Product 496: MAE: 10.612591685193197, MSE: 164.15478897659116, MAPE: 36.33% Accuracy for Asia and Product 497: MAE: 8.232421127944107, MSE: 88.04601213511243, MAPE: 20.88% Accuracy for Asia and Product 498: MAE: 13.700015153008758, MSE: 342.03968465939255, MAPE: 46.96% Accuracy for Asia and Product 499: MAE: 14.566344100475757, MSE: 260.33882358965315, MAPE: 36.84% Accuracy for Asia and Product 500: MAE: 10.179634834919538, MSE: 127.39109854586505, MAPE: 22.06% Accuracy for Asia and Product 501: MAE: 12.416262239112958, MSE: 240.0364343860305, MAPE: 75.90% Accuracy for Asia and Product 502: MAE: 2.9514335783554158, MSE: 13.318935503567896, MAPE: 14.39% Accuracy for Asia and Product 503: MAE: 10.70889673992497, MSE: 168.30627498529702, MAPE: 33.47% Accuracy for Asia and Product 504: MAE: 13.227721823308812, MSE: 203.0053449326482, MAPE: 34.81% Accuracy for Asia and Product 505: MAE: 12.559882164837479, MSE: 175.52377055927712, MAPE: 60.48% Accuracy for Asia and Product 506: MAE: 7.921784690228989, MSE: 106.28838267252343, MAPE: 25.21% Accuracy for Asia and Product 507: MAE: 3.620538211365498, MSE: 24.78420185538152, MAPE: 12.40% Accuracy for Asia and Product 508: MAE: 16.546882665431283, MSE: 395.0595298464117, MAPE: 50.51% Accuracy for Asia and Product 509: MAE: 8.713604969709518, MSE: 143.91150940396528, MAPE: 19.78% Accuracy for Asia and Product 510: MAE: 15.939152022044837, MSE: 469.804558106642, MAPE: 57.30% Accuracy for Asia and Product 511: MAE: 11.28640749580351, MSE: 281.84915772750674, MAPE: 143.77% Accuracy for Asia and Product 512: MAE: 19.208078782440328, MSE: 619.9768637870022, MAPE: 31.74% Accuracy for Asia and Product 513: MAE: 9.241322777467104, MSE: 122.1283957971845, MAPE: 20.51% Accuracy for Asia and Product 514: MAE: 8.872989439658962, MSE: 94.79542704697596, MAPE: 24.59% Accuracy for Asia and Product 515: MAE: 22.358579923402697, MSE: 573.7135432424645, MAPE: 93.07% Accuracy for Asia and Product 516: MAE: 8.490968334801718, MSE: 81.71756210217671, MAPE: 23.46% Accuracy for Asia and Product 517: MAE: 13.330401086108981, MSE: 273.3599171775456, MAPE: 28.28% Accuracy for Asia and Product 518: MAE: 10.372389993030136, MSE: 247.50881559766535, MAPE: 92.93% Accuracy for Asia and Product 519: MAE: 10.618465078999145, MSE: 151.61157869187107, MAPE: 27.54% Accuracy for Asia and Product 520: MAE: 22.97022828232955, MSE: 850.7343098436711, MAPE: 130.90% Accuracy for Asia and Product 521: MAE: 13.803865427664178, MSE: 247.45424294984755, MAPE: 48.31% Accuracy for Asia and Product 522: MAE: 9.101537352381081, MSE: 107.43898883292982, MAPE: 28.26% Accuracy for Asia and Product 523: MAE: 16.728393996396214, MSE: 447.74206646003734, MAPE: 42.16% Accuracy for Asia and Product 524: MAE: 11.840717301364592, MSE: 206.69217528048912, MAPE: 27.74% Accuracy for Asia and Product 525: MAE: 14.746361001659688, MSE: 329.72525106346956, MAPE: 40.29% Accuracy for Asia and Product 526: MAE: 13.115795657031196, MSE: 242.10096578268204, MAPE: 31.69% Accuracy for Asia and Product 527: MAE: 15.527073769339884, MSE: 486.5763026337766, MAPE: 123.80% Accuracy for Asia and Product 528: MAE: 15.042126530772288, MSE: 340.25105758630343, MAPE: 57.44% Accuracy for Asia and Product 529: MAE: 20.45582309657311, MSE: 519.1724469122412, MAPE: 53.18% Accuracy for Asia and Product 530: MAE: 11.536089086297025, MSE: 134.88550472157, MAPE: 32.95% Accuracy for Asia and Product 531: MAE: 10.276648988128182, MSE: 264.16382373831385, MAPE: 26.36% Accuracy for Asia and Product 532: MAE: 9.300844121177466, MSE: 163.26111661248373, MAPE: 24.69% Accuracy for Asia and Product 533: MAE: 12.960740590344988, MSE: 312.98506997146956, MAPE: 24.78% Accuracy for Asia and Product 534: MAE: 6.284013875925604, MSE: 56.88422102522043, MAPE: 27.51% Accuracy for Asia and Product 535: MAE: 7.245388022141616, MSE: 90.10331749409866, MAPE: 31.82% Accuracy for Asia and Product 536: MAE: 16.19600738532666, MSE: 378.31879774388136, MAPE: 41.98% Accuracy for Asia and Product 537: MAE: 12.572470930421018, MSE: 203.64373723875465, MAPE: 36.53% Accuracy for Asia and Product 538: MAE: 3.4686190055791477, MSE: 24.313981627495398, MAPE: 9.62% Accuracy for Asia and Product 539: MAE: 12.52817074108547, MSE: 230.29833299886081, MAPE: 26.62% Accuracy for Asia and Product 540: MAE: 11.825657247344648, MSE: 220.62315243475365, MAPE: 34.39% Accuracy for Asia and Product 541: MAE: 7.378718597066633, MSE: 82.4316252094087, MAPE: 20.61% Accuracy for Asia and Product 542: MAE: 10.044431357853899, MSE: 186.7753263765203, MAPE: 23.85% Accuracy for Asia and Product 543: MAE: 15.126182861758172, MSE: 275.7820095546569, MAPE: 44.63% Accuracy for Asia and Product 544: MAE: 7.450940935510205, MSE: 65.97764102666557, MAPE: 25.60% Accuracy for Asia and Product 545: MAE: 11.512937089700937, MSE: 217.43216421059734, MAPE: 33.10% Accuracy for Asia and Product 546: MAE: 13.122526048963177, MSE: 251.9854815982764, MAPE: 34.68% Accuracy for Asia and Product 547: MAE: 3.1933836259459505, MSE: 13.555041089647897, MAPE: 14.71% Accuracy for Asia and Product 548: MAE: 7.595665651301803, MSE: 103.70194998119875, MAPE: 26.90% Accuracy for Asia and Product 549: MAE: 13.09567080773931, MSE: 235.38308356257804, MAPE: 38.59% Accuracy for Asia and Product 550: MAE: 16.403884702877168, MSE: 360.325299738403, MAPE: 47.27% Accuracy for Asia and Product 551: MAE: 14.38770124645362, MSE: 291.093843452522, MAPE: 41.38% Accuracy for Asia and Product 552: MAE: 5.747960249277337, MSE: 43.673237352998896, MAPE: 20.63% Accuracy for Asia and Product 553: MAE: 19.59604442435595, MSE: 494.490308334926, MAPE: 121.25% Accuracy for Asia and Product 554: MAE: 9.264960308243893, MSE: 115.18603438074365, MAPE: 32.87% Accuracy for Asia and Product 555: MAE: 12.809556245372164, MSE: 179.22504374585097, MAPE: 50.47% Accuracy for Asia and Product 556: MAE: 13.374361877042322, MSE: 234.21141767099894, MAPE: 46.88% Accuracy for Asia and Product 557: MAE: 14.979745526526534, MSE: 293.6872612216148, MAPE: 27.09% Accuracy for Asia and Product 558: MAE: 13.816838396228434, MSE: 250.8454636009376, MAPE: 26.45% Accuracy for Asia and Product 559: MAE: 10.327282075036702, MSE: 117.86512112691966, MAPE: 37.94% Accuracy for Asia and Product 560: MAE: 7.600815655979406, MSE: 78.92988547941461, MAPE: 22.37% Accuracy for Asia and Product 561: MAE: 12.232320088152104, MSE: 218.82222739670868, MAPE: 30.24% Accuracy for Asia and Product 562: MAE: 18.947391736291685, MSE: 480.1635644297847, MAPE: 97.69% Accuracy for Asia and Product 563: MAE: 12.704489503510471, MSE: 221.04345715928602, MAPE: 55.00% Accuracy for Asia and Product 564: MAE: 12.105857813430251, MSE: 184.75485837618442, MAPE: 82.55% Accuracy for Asia and Product 565: MAE: 6.924588357768078, MSE: 87.10131773478561, MAPE: 16.93% Accuracy for Asia and Product 566: MAE: 17.222430329411104, MSE: 310.75081579770335, MAPE: 41.59% Accuracy for Asia and Product 567: MAE: 12.931345770774977, MSE: 292.4506703087002, MAPE: 24.79% Accuracy for Asia and Product 568: MAE: 17.68870793969441, MSE: 527.0678913760006, MAPE: 35.78% Accuracy for Asia and Product 569: MAE: 6.74036199478316, MSE: 82.8179818681036, MAPE: 31.00% Accuracy for Asia and Product 570: MAE: 11.853965122447033, MSE: 181.59347056791012, MAPE: 21.51% Accuracy for Asia and Product 571: MAE: 8.415485236483288, MSE: 103.75136787038608, MAPE: 24.23% Accuracy for Asia and Product 572: MAE: 9.90494228769477, MSE: 139.0642896959945, MAPE: 33.96% Accuracy for Asia and Product 573: MAE: 10.310768269277961, MSE: 118.58292652743985, MAPE: 20.45% Accuracy for Asia and Product 574: MAE: 19.026036647047487, MSE: 496.13853528319885, MAPE: 64.56% Accuracy for Asia and Product 575: MAE: 13.660671983198341, MSE: 264.98370490356933, MAPE: 47.04% Accuracy for Asia and Product 576: MAE: 12.0523333879304, MSE: 212.02039966095018, MAPE: 189.42% Accuracy for Asia and Product 577: MAE: 22.368197629322857, MSE: 538.6031212970728, MAPE: 58.92% Accuracy for Asia and Product 578: MAE: 17.636627376266336, MSE: 387.6612795638926, MAPE: 98.02% Accuracy for Asia and Product 579: MAE: 11.243441238918667, MSE: 224.51463392696095, MAPE: 68.71% Accuracy for Asia and Product 580: MAE: 18.419239531781077, MSE: 497.2769894691684, MAPE: 88.52% Accuracy for Asia and Product 581: MAE: 13.824431339213891, MSE: 318.15038228810573, MAPE: 26.06% Accuracy for Asia and Product 582: MAE: 13.953716432448278, MSE: 267.8352444470503, MAPE: 35.34% Accuracy for Asia and Product 583: MAE: 10.705345073449127, MSE: 152.38586758101195, MAPE: 35.17% Accuracy for Asia and Product 584: MAE: 7.517955120275081, MSE: 82.41255752073904, MAPE: 22.08% Accuracy for Asia and Product 585: MAE: 19.65792112553775, MSE: 557.218103074182, MAPE: 47.39% Accuracy for Asia and Product 586: MAE: 16.546668123918096, MSE: 311.7604640779454, MAPE: 40.10% Accuracy for Asia and Product 587: MAE: 17.61820168845888, MSE: 373.4373097601094, MAPE: 58.26% Accuracy for Asia and Product 588: MAE: 9.514203335720495, MSE: 146.94852634211568, MAPE: 26.06% Accuracy for Asia and Product 589: MAE: 10.379787691321415, MSE: 143.80136628544784, MAPE: 27.14% Accuracy for Asia and Product 590: MAE: 12.641437126015493, MSE: 215.45380877864855, MAPE: 44.43% Accuracy for Asia and Product 591: MAE: 14.36725108490893, MSE: 283.16101900199453, MAPE: 30.84% Accuracy for Asia and Product 592: MAE: 14.438066702925624, MSE: 246.0724133113409, MAPE: 52.58% Accuracy for Asia and Product 593: MAE: 21.962735472845356, MSE: 632.4305283325415, MAPE: 69.21% Accuracy for Asia and Product 594: MAE: 7.295240523491531, MSE: 61.89051790257103, MAPE: 15.68% Accuracy for Asia and Product 595: MAE: 13.555864691904901, MSE: 234.82830001224207, MAPE: 31.64% Accuracy for Asia and Product 596: MAE: 14.866750911467497, MSE: 509.8429455908675, MAPE: 28.40% Accuracy for Asia and Product 597: MAE: 10.030652181583466, MSE: 128.00722056550808, MAPE: 35.98% Accuracy for Asia and Product 598: MAE: 17.2994351020688, MSE: 423.3479197296592, MAPE: 52.45% Accuracy for Asia and Product 599: MAE: 13.394334338076737, MSE: 255.4535522643148, MAPE: 41.27% Accuracy for Asia and Product 600: MAE: 7.013831328971625, MSE: 97.84977134428459, MAPE: 25.55% Accuracy for Asia and Product 601: MAE: 19.124782095659135, MSE: 576.0207398305059, MAPE: 83.08% Accuracy for Asia and Product 602: MAE: 8.19026411120166, MSE: 94.90835762914205, MAPE: 35.21% Accuracy for Asia and Product 603: MAE: 10.375943640931277, MSE: 170.824682411403, MAPE: 49.77% Accuracy for Asia and Product 604: MAE: 12.056451227651877, MSE: 204.22055219360658, MAPE: 29.34% Accuracy for Asia and Product 605: MAE: 7.913355626297404, MSE: 70.99343903672954, MAPE: 23.78% Accuracy for Asia and Product 606: MAE: 21.028364869569124, MSE: 634.3523554353567, MAPE: 64.37% Accuracy for Asia and Product 607: MAE: 11.608039664148567, MSE: 205.66940100933385, MAPE: 32.17% Accuracy for Asia and Product 608: MAE: 15.705629948885138, MSE: 424.0279268662369, MAPE: 84.81% Accuracy for Asia and Product 609: MAE: 14.80539232540562, MSE: 342.82372017317755, MAPE: 38.77% Accuracy for Asia and Product 610: MAE: 14.467528440220667, MSE: 338.52849936121754, MAPE: 38.16% Accuracy for Asia and Product 611: MAE: 11.07269737493535, MSE: 163.6115898772342, MAPE: 27.01% Accuracy for Asia and Product 612: MAE: 10.850224606989958, MSE: 198.83976837719962, MAPE: 51.31% Accuracy for Asia and Product 613: MAE: 9.936336554361066, MSE: 187.2333343694183, MAPE: 109.66% Accuracy for Asia and Product 614: MAE: 16.349802624743223, MSE: 385.9321957100089, MAPE: 38.41% Accuracy for Asia and Product 615: MAE: 18.869450491956492, MSE: 414.3095175151534, MAPE: 59.97% Accuracy for Asia and Product 616: MAE: 8.306751596891917, MSE: 143.37026981074476, MAPE: 13.69% Accuracy for Asia and Product 617: MAE: 4.996325959996694, MSE: 29.663809135927686, MAPE: 15.13% Accuracy for Asia and Product 618: MAE: 4.684233918349706, MSE: 54.52779881701697, MAPE: 12.38% Accuracy for Asia and Product 619: MAE: 17.314011730223406, MSE: 488.6892261089423, MAPE: 190.23% Accuracy for Asia and Product 620: MAE: 20.112046819079062, MSE: 646.3588605460445, MAPE: 133.92% Accuracy for Asia and Product 621: MAE: 12.564969078719658, MSE: 493.5023816743236, MAPE: 20.70% Accuracy for Asia and Product 622: MAE: 8.18087730005736, MSE: 105.58989696468537, MAPE: 22.63% Accuracy for Asia and Product 623: MAE: 11.00539037199174, MSE: 140.6180048203069, MAPE: 30.65% Accuracy for Asia and Product 624: MAE: 9.263336812050678, MSE: 151.22589082461744, MAPE: 23.13% Accuracy for Asia and Product 625: MAE: 17.245083441736693, MSE: 376.9781780964307, MAPE: 65.08% Accuracy for Asia and Product 626: MAE: 7.262939918660294, MSE: 67.22830111708846, MAPE: 22.05% Accuracy for Asia and Product 627: MAE: 12.42299392487119, MSE: 215.39142970211097, MAPE: 73.89% Accuracy for Asia and Product 628: MAE: 8.562319523264886, MSE: 155.16083844206267, MAPE: 17.59% Accuracy for Asia and Product 629: MAE: 4.107959283676147, MSE: 27.890976742743568, MAPE: 7.90% Accuracy for Asia and Product 630: MAE: 12.921388357021637, MSE: 197.63872212361414, MAPE: 30.02% Accuracy for Asia and Product 631: MAE: 20.307819764786053, MSE: 752.2391439565961, MAPE: 41.91% Accuracy for Asia and Product 632: MAE: 17.89801677549625, MSE: 381.53694260166924, MAPE: 128.57% Accuracy for Asia and Product 633: MAE: 18.74258696791944, MSE: 420.7299350888373, MAPE: 130.00% Accuracy for Asia and Product 634: MAE: 15.530249681995173, MSE: 267.09142810237194, MAPE: 34.10% Accuracy for Asia and Product 635: MAE: 8.621040061158356, MSE: 103.78407305249894, MAPE: 30.63% Accuracy for Asia and Product 636: MAE: 9.38294535875259, MSE: 99.71988006399835, MAPE: 36.59% Accuracy for Asia and Product 637: MAE: 4.507378208801354, MSE: 31.878222128496198, MAPE: 19.18% Accuracy for Asia and Product 638: MAE: 15.257533926276693, MSE: 372.25438940268066, MAPE: 58.81% Accuracy for Asia and Product 639: MAE: 11.787055635621286, MSE: 157.51951034362725, MAPE: 42.55% Accuracy for Asia and Product 640: MAE: 11.032562025577423, MSE: 163.8153161603067, MAPE: 28.36% Accuracy for Asia and Product 641: MAE: 16.369186823544787, MSE: 291.20072065289617, MAPE: 57.29% Accuracy for Asia and Product 642: MAE: 14.463876569011882, MSE: 228.81474969805237, MAPE: 39.32% Accuracy for Asia and Product 643: MAE: 10.568068417795958, MSE: 226.85808028395914, MAPE: 18.23% Accuracy for Asia and Product 644: MAE: 10.34308241239002, MSE: 135.01485208778877, MAPE: 29.64% Accuracy for Asia and Product 645: MAE: 13.131416373848362, MSE: 271.33731156259034, MAPE: 48.88% Accuracy for Asia and Product 646: MAE: 14.005372502996341, MSE: 253.8617300769885, MAPE: 59.32% Accuracy for Asia and Product 647: MAE: 13.27131934777266, MSE: 267.70937015107563, MAPE: 38.03% Accuracy for Asia and Product 648: MAE: 25.171117936444496, MSE: 737.047997155262, MAPE: 70.08% Accuracy for Asia and Product 649: MAE: 19.519334192258327, MSE: 449.22072041394296, MAPE: 101.04% Accuracy for Asia and Product 650: MAE: 18.5101989479041, MSE: 438.8649238240059, MAPE: 49.91% Accuracy for Asia and Product 651: MAE: 4.379276998172647, MSE: 31.74342070834906, MAPE: 15.53% Accuracy for Asia and Product 652: MAE: 16.046806969978157, MSE: 424.30471810657883, MAPE: 41.87% Accuracy for Asia and Product 653: MAE: 7.3382741405557965, MSE: 63.436864607212286, MAPE: 22.25% Accuracy for Asia and Product 654: MAE: 21.34875117306914, MSE: 595.9578327876915, MAPE: 106.57% Accuracy for Asia and Product 655: MAE: 5.438597633619769, MSE: 44.497213493934865, MAPE: 19.92% Accuracy for Asia and Product 656: MAE: 17.4949867104223, MSE: 439.59222096294786, MAPE: 41.72% Accuracy for Asia and Product 657: MAE: 24.09390642919857, MSE: 822.0431246193688, MAPE: 73.37% Accuracy for Asia and Product 658: MAE: 14.497794983916702, MSE: 270.32864603600234, MAPE: 40.46% Accuracy for Asia and Product 659: MAE: 10.483162114104914, MSE: 168.83294489419634, MAPE: 35.79% Accuracy for Asia and Product 660: MAE: 13.567600275063217, MSE: 335.68362592402843, MAPE: 43.32% Accuracy for Asia and Product 661: MAE: 17.096808115554715, MSE: 577.6305220155383, MAPE: 32.83% Accuracy for Asia and Product 662: MAE: 6.432330863279423, MSE: 63.195566447986664, MAPE: 16.75% Accuracy for Asia and Product 663: MAE: 19.735215049582035, MSE: 597.519303423447, MAPE: 73.21% Accuracy for Asia and Product 664: MAE: 9.481950398902159, MSE: 174.34374505636652, MAPE: 18.56% Accuracy for Asia and Product 665: MAE: 7.984663997071853, MSE: 113.22963745535401, MAPE: 22.71% Accuracy for Asia and Product 666: MAE: 4.615816716474894, MSE: 32.509177095523896, MAPE: 12.47% Accuracy for Asia and Product 667: MAE: 18.482486573530075, MSE: 466.31730583512245, MAPE: 487.21% Accuracy for Asia and Product 668: MAE: 11.039314142340348, MSE: 150.671163518178, MAPE: 25.79% Accuracy for Asia and Product 669: MAE: 11.409494078726249, MSE: 288.4145323106228, MAPE: 28.35% Accuracy for Asia and Product 670: MAE: 13.46087912439187, MSE: 327.0300636878924, MAPE: 53.41% Accuracy for Asia and Product 671: MAE: 13.310264206426258, MSE: 183.08064697575963, MAPE: 32.20% Accuracy for Asia and Product 672: MAE: 17.08552504895884, MSE: 405.987801571824, MAPE: 35.82% Accuracy for Asia and Product 673: MAE: 12.83762517322026, MSE: 192.19116344613934, MAPE: 58.67% Accuracy for Asia and Product 674: MAE: 11.57077712363225, MSE: 166.54333192741686, MAPE: 35.52% Accuracy for Asia and Product 675: MAE: 12.883786321236608, MSE: 206.78489314348954, MAPE: 28.56% Accuracy for Asia and Product 676: MAE: 9.544860702364195, MSE: 148.66151742614687, MAPE: 28.28% Accuracy for Asia and Product 677: MAE: 17.81541270242644, MSE: 386.1088823455765, MAPE: 53.15% Accuracy for Asia and Product 678: MAE: 13.735594499467624, MSE: 297.96906315620845, MAPE: 52.64% Accuracy for Asia and Product 679: MAE: 15.137445035950972, MSE: 479.68553908319046, MAPE: 122.54% Accuracy for Asia and Product 680: MAE: 15.583202576649445, MSE: 329.57372417928093, MAPE: 42.30% Accuracy for Asia and Product 681: MAE: 18.606468672912676, MSE: 425.51668709900605, MAPE: 69.79% Accuracy for Asia and Product 682: MAE: 9.084924004036335, MSE: 91.57926962122282, MAPE: 19.09% Accuracy for Asia and Product 683: MAE: 11.583322696255525, MSE: 184.4219115696721, MAPE: 25.54% Accuracy for Asia and Product 684: MAE: 15.07745426384082, MSE: 242.2544850641034, MAPE: 49.23% Accuracy for Asia and Product 685: MAE: 12.848611541678968, MSE: 228.04727787246702, MAPE: 42.60% Accuracy for Asia and Product 686: MAE: 16.08664312727816, MSE: 293.99765768978943, MAPE: 47.45% Accuracy for Asia and Product 687: MAE: 26.031419773891866, MSE: 914.0073068549033, MAPE: 62.34% Accuracy for Asia and Product 688: MAE: 11.560765028341002, MSE: 171.38364505339547, MAPE: 45.34% Accuracy for Asia and Product 689: MAE: 6.498251814929949, MSE: 60.19519472893362, MAPE: 16.63% Accuracy for Asia and Product 690: MAE: 13.778616354149719, MSE: 232.77959532567525, MAPE: 68.10% Accuracy for Asia and Product 691: MAE: 10.5228883724298, MSE: 159.67076223036244, MAPE: 27.12% Accuracy for Asia and Product 692: MAE: 9.651241250037462, MSE: 126.1815286336041, MAPE: 32.22% Accuracy for Asia and Product 693: MAE: 15.613226030138657, MSE: 386.78520368721684, MAPE: 57.04% Accuracy for Asia and Product 694: MAE: 15.161881151259124, MSE: 316.9137315895922, MAPE: 78.35% Accuracy for Asia and Product 695: MAE: 11.139205956049244, MSE: 169.43868763215502, MAPE: 49.96% Accuracy for Asia and Product 696: MAE: 16.487390831169982, MSE: 314.6837275121973, MAPE: 35.86% Accuracy for Asia and Product 697: MAE: 10.580259247603164, MSE: 197.69980803812376, MAPE: 32.49% Accuracy for Asia and Product 698: MAE: 20.525128402514706, MSE: 611.9196615224494, MAPE: 67.93% Accuracy for Asia and Product 699: MAE: 18.32769192832992, MSE: 415.0597882088729, MAPE: 54.39% Accuracy for Asia and Product 700: MAE: 4.259179609592612, MSE: 23.583415545517262, MAPE: 11.80% Accuracy for Asia and Product 701: MAE: 12.90033978616982, MSE: 235.1786605189074, MAPE: 25.46% Accuracy for Asia and Product 702: MAE: 12.440437268677744, MSE: 250.31640374538264, MAPE: 47.95% Accuracy for Asia and Product 703: MAE: 12.424862108689128, MSE: 273.13102765988805, MAPE: 30.36% Accuracy for Asia and Product 704: MAE: 14.313636288182545, MSE: 244.2618740195666, MAPE: 28.47% Accuracy for Asia and Product 705: MAE: 16.847794305308668, MSE: 602.659368828558, MAPE: 48.11% Accuracy for Asia and Product 706: MAE: 12.791049234257287, MSE: 255.64357310850477, MAPE: 47.32% Accuracy for Asia and Product 707: MAE: 25.73860920668158, MSE: 1104.6315085265037, MAPE: 104.79% Accuracy for Asia and Product 708: MAE: 13.143256477893342, MSE: 324.2877901381226, MAPE: 26.31% Accuracy for Asia and Product 709: MAE: 7.870926580421572, MSE: 93.44094705968882, MAPE: 16.69% Accuracy for Asia and Product 710: MAE: 9.658156302744022, MSE: 112.56778377174874, MAPE: 24.73% Accuracy for Asia and Product 711: MAE: 12.913066470020311, MSE: 240.7414110179089, MAPE: 25.56% Accuracy for Asia and Product 712: MAE: 16.230925514864015, MSE: 349.3758050399442, MAPE: 41.14% Accuracy for Asia and Product 713: MAE: 19.271215952676563, MSE: 430.3022784847584, MAPE: 68.27% Accuracy for Asia and Product 714: MAE: 15.936832991765488, MSE: 292.41573741946456, MAPE: 111.93% Accuracy for Asia and Product 715: MAE: 12.396496181595719, MSE: 251.0497141065467, MAPE: 34.47% Accuracy for Asia and Product 716: MAE: 20.61091191317468, MSE: 546.4304728845536, MAPE: 67.00% Accuracy for Asia and Product 717: MAE: 18.813426370317877, MSE: 587.4843785381476, MAPE: 80.77% Accuracy for Asia and Product 718: MAE: 7.49378749154111, MSE: 88.66660095437052, MAPE: 16.89% Accuracy for Asia and Product 719: MAE: 15.202326647177586, MSE: 296.3742285353972, MAPE: 45.10% Accuracy for Asia and Product 720: MAE: 8.492164399416358, MSE: 93.37357613837307, MAPE: 26.09% Accuracy for Asia and Product 721: MAE: 13.257067402290005, MSE: 205.91849025940093, MAPE: 37.31% Accuracy for Asia and Product 722: MAE: 7.41954097152415, MSE: 77.37930548453159, MAPE: 27.53% Accuracy for Asia and Product 723: MAE: 8.998579483404818, MSE: 92.37671720856545, MAPE: 20.48% Accuracy for Asia and Product 724: MAE: 26.069126036799638, MSE: 793.2947766557471, MAPE: 119.90% Accuracy for Asia and Product 725: MAE: 8.798759501496917, MSE: 146.29596620529418, MAPE: 27.38% Accuracy for Asia and Product 726: MAE: 13.567106252069744, MSE: 280.0996323297303, MAPE: 46.16% Accuracy for Asia and Product 727: MAE: 11.301792127088062, MSE: 186.60428299195763, MAPE: 22.58% Accuracy for Asia and Product 728: MAE: 4.762921149713109, MSE: 54.89054109959015, MAPE: 29.95% Accuracy for Asia and Product 729: MAE: 15.083629232772353, MSE: 328.65994966871165, MAPE: 108.68% Accuracy for Asia and Product 730: MAE: 19.64326722338762, MSE: 522.8809648715562, MAPE: 90.78% Accuracy for Asia and Product 731: MAE: 14.044457226533643, MSE: 276.7295801990146, MAPE: 48.80% Accuracy for Asia and Product 732: MAE: 25.845369942715614, MSE: 768.0422978471104, MAPE: 133.26% Accuracy for Asia and Product 733: MAE: 12.451993249613329, MSE: 278.5343029370747, MAPE: 26.82% Accuracy for Asia and Product 734: MAE: 7.153003299252154, MSE: 123.6633089364694, MAPE: 70.90% Accuracy for Asia and Product 735: MAE: 9.580158563488945, MSE: 146.40852281726532, MAPE: 24.97% Accuracy for Asia and Product 736: MAE: 18.418199404221905, MSE: 441.0313492773231, MAPE: 152.61% Accuracy for Asia and Product 737: MAE: 10.983530373082642, MSE: 179.97899119749852, MAPE: 33.71% Accuracy for Asia and Product 738: MAE: 12.98693078876559, MSE: 175.9972846709027, MAPE: 41.89% Accuracy for Asia and Product 739: MAE: 8.296267486730361, MSE: 96.45730382225318, MAPE: 24.28% Accuracy for Asia and Product 740: MAE: 14.751154794944881, MSE: 263.6409920138781, MAPE: 34.23% Accuracy for Asia and Product 741: MAE: 10.183387878519339, MSE: 164.6238199271903, MAPE: 27.82% Accuracy for Asia and Product 742: MAE: 15.911445706605083, MSE: 419.47820844039524, MAPE: 49.51% Accuracy for Asia and Product 743: MAE: 11.694662321287499, MSE: 162.74943653366918, MAPE: 29.52% Accuracy for Asia and Product 744: MAE: 8.167037330335772, MSE: 162.40463473738822, MAPE: 17.47% Accuracy for Asia and Product 745: MAE: 9.571990849624799, MSE: 169.02748312581699, MAPE: 40.72% Accuracy for Asia and Product 746: MAE: 15.989143472823532, MSE: 385.88183027646687, MAPE: 77.35% Accuracy for Asia and Product 747: MAE: 13.416879435793282, MSE: 253.917693145536, MAPE: 41.61% Accuracy for Asia and Product 748: MAE: 12.298768780727338, MSE: 231.5098496889024, MAPE: 28.73% Accuracy for Asia and Product 749: MAE: 8.562078722592023, MSE: 109.00030351262403, MAPE: 31.92% Accuracy for Asia and Product 750: MAE: 8.079612166521377, MSE: 90.4021288747884, MAPE: 21.50% Accuracy for Asia and Product 751: MAE: 13.495416924351293, MSE: 277.68649188292636, MAPE: 120.38% Accuracy for Asia and Product 752: MAE: 13.92327760095591, MSE: 346.0354648243351, MAPE: 49.47% Accuracy for Asia and Product 753: MAE: 5.492590791155309, MSE: 58.44492836344059, MAPE: 18.90% Accuracy for Asia and Product 754: MAE: 26.811462785234436, MSE: 777.6997029921978, MAPE: 84.13% Accuracy for Asia and Product 755: MAE: 7.677024063346073, MSE: 120.15777567357125, MAPE: 26.25% Accuracy for Asia and Product 756: MAE: 12.229477553377547, MSE: 194.8271300634527, MAPE: 42.38% Accuracy for Asia and Product 757: MAE: 12.085290763174346, MSE: 157.10168983787042, MAPE: 34.56% Accuracy for Asia and Product 758: MAE: 14.650883932801786, MSE: 308.48664168618967, MAPE: 28.22% Accuracy for Asia and Product 759: MAE: 9.01513324839684, MSE: 87.96986810962288, MAPE: 30.11% Accuracy for Asia and Product 760: MAE: 7.7935693174919365, MSE: 100.88865185251971, MAPE: 36.17% Accuracy for Asia and Product 761: MAE: 16.856689546419528, MSE: 334.3549265386411, MAPE: 53.83% Accuracy for Asia and Product 762: MAE: 12.828765760769603, MSE: 245.44252259906642, MAPE: 34.92% Accuracy for Asia and Product 763: MAE: 7.026800225011624, MSE: 63.69106599238647, MAPE: 16.16% Accuracy for Asia and Product 764: MAE: 16.330605843381225, MSE: 445.1591853681748, MAPE: 34.57% Accuracy for Asia and Product 765: MAE: 9.382795203055965, MSE: 108.25350403303074, MAPE: 29.95% Accuracy for Asia and Product 766: MAE: 7.487164374637706, MSE: 88.65523649159987, MAPE: 17.83% Accuracy for Asia and Product 767: MAE: 9.328274864694482, MSE: 202.19906530194365, MAPE: 52.41% Accuracy for Asia and Product 768: MAE: 9.662828042119257, MSE: 188.10470821489324, MAPE: 77.97% Accuracy for Asia and Product 769: MAE: 12.236750763857282, MSE: 195.4556640517418, MAPE: 29.17% Accuracy for Asia and Product 770: MAE: 14.215327036574365, MSE: 334.7608051542888, MAPE: 26.62% Accuracy for Asia and Product 771: MAE: 11.594034957556461, MSE: 233.56588101756083, MAPE: 27.44% Accuracy for Asia and Product 772: MAE: 9.676318161605968, MSE: 151.70527963191893, MAPE: 39.54% Accuracy for Asia and Product 773: MAE: 8.992153281993433, MSE: 120.69514593370286, MAPE: 38.29% Accuracy for Asia and Product 774: MAE: 18.222219116998925, MSE: 433.2639097521992, MAPE: 72.57% Accuracy for Asia and Product 775: MAE: 15.40148845845817, MSE: 391.0237459159969, MAPE: 33.13% Accuracy for Asia and Product 776: MAE: 20.365746288035318, MSE: 624.949058478103, MAPE: 84.29% Accuracy for Asia and Product 777: MAE: 15.658495849126059, MSE: 325.8503768330563, MAPE: 40.04% Accuracy for Asia and Product 778: MAE: 16.93836516943543, MSE: 513.462184064965, MAPE: 33.42% Accuracy for Asia and Product 779: MAE: 8.328923124265598, MSE: 100.39964819922491, MAPE: 24.79% Accuracy for Asia and Product 780: MAE: 10.668062686106904, MSE: 140.0270425553935, MAPE: 25.29% Accuracy for Asia and Product 781: MAE: 8.045323020540549, MSE: 172.63300160044082, MAPE: 16.41% Accuracy for Asia and Product 782: MAE: 20.3214086729074, MSE: 527.1168430235691, MAPE: 51.71% Accuracy for Asia and Product 783: MAE: 14.578071574498216, MSE: 312.67640284152503, MAPE: 56.00% Accuracy for Asia and Product 784: MAE: 20.345406974795416, MSE: 533.9275765784151, MAPE: 67.15% Accuracy for Asia and Product 785: MAE: 8.012080474250025, MSE: 75.947195202504, MAPE: 16.44% Accuracy for Asia and Product 786: MAE: 17.296671009558633, MSE: 431.7583114518391, MAPE: 39.19% Accuracy for Asia and Product 787: MAE: 13.290523617925041, MSE: 279.8695126621474, MAPE: 45.47% Accuracy for Asia and Product 788: MAE: 6.783002557912875, MSE: 89.20969113019098, MAPE: 33.62% Accuracy for Asia and Product 789: MAE: 9.432321171201355, MSE: 204.06761661660647, MAPE: 17.92% Accuracy for Asia and Product 790: MAE: 13.506399981071956, MSE: 269.5593553829259, MAPE: 51.56% Accuracy for Asia and Product 791: MAE: 22.342986048515183, MSE: 568.4724514545129, MAPE: 114.93% Accuracy for Asia and Product 792: MAE: 8.83812224918634, MSE: 141.61694590366685, MAPE: 18.61% Accuracy for Asia and Product 793: MAE: 6.0010734240372186, MSE: 81.82735566197519, MAPE: 15.67% Accuracy for Asia and Product 794: MAE: 15.080099556289019, MSE: 333.7873680952088, MAPE: 44.73% Accuracy for Asia and Product 795: MAE: 11.890416977528403, MSE: 188.02742585015292, MAPE: 28.10% Accuracy for Asia and Product 796: MAE: 15.25828799869853, MSE: 386.96083566505047, MAPE: 60.29% Accuracy for Asia and Product 797: MAE: 13.242403152425132, MSE: 347.6853122505018, MAPE: 31.46% Accuracy for Asia and Product 798: MAE: 10.310093716495638, MSE: 158.6760314294576, MAPE: 28.31% Accuracy for Asia and Product 799: MAE: 13.337108538060694, MSE: 357.1258936679923, MAPE: 20.82% Accuracy for Asia and Product 800: MAE: 13.260753415471646, MSE: 310.4946248257112, MAPE: 33.78% Accuracy for Asia and Product 801: MAE: 15.567759221324138, MSE: 302.8236869180668, MAPE: 95.90% Accuracy for Asia and Product 802: MAE: 5.847010454129733, MSE: 53.07288297400379, MAPE: 15.24% Accuracy for Asia and Product 803: MAE: 18.8412263990805, MSE: 492.5624449283591, MAPE: 55.38% Accuracy for Asia and Product 804: MAE: 17.815303293638085, MSE: 373.4630245440709, MAPE: 49.63% Accuracy for Asia and Product 805: MAE: 16.004875537683912, MSE: 349.6855400676846, MAPE: 61.83% Accuracy for Asia and Product 806: MAE: 31.223756245413824, MSE: 1032.8006796178968, MAPE: 127.87% Accuracy for Asia and Product 807: MAE: 10.43083934771229, MSE: 191.25814252439142, MAPE: 33.90% Accuracy for Asia and Product 808: MAE: 12.758887266104733, MSE: 194.88072193698747, MAPE: 58.73% Accuracy for Asia and Product 809: MAE: 22.442168996216385, MSE: 569.0483743976523, MAPE: 427.92% Accuracy for Asia and Product 810: MAE: 13.129966125922087, MSE: 200.185363097357, MAPE: 40.00% Accuracy for Asia and Product 811: MAE: 10.98152051985505, MSE: 148.15809307997762, MAPE: 23.48% Accuracy for Asia and Product 812: MAE: 14.012979048946189, MSE: 259.3054873352613, MAPE: 59.40% Accuracy for Asia and Product 813: MAE: 10.944623850592844, MSE: 176.37272128618528, MAPE: 25.22% Accuracy for Asia and Product 814: MAE: 16.42295410603212, MSE: 319.252865510358, MAPE: 41.53% Accuracy for Asia and Product 815: MAE: 12.391795449458801, MSE: 178.3326285072046, MAPE: 25.61% Accuracy for Asia and Product 816: MAE: 6.919713690782754, MSE: 60.094948825983465, MAPE: 21.51% Accuracy for Asia and Product 817: MAE: 13.39567558700333, MSE: 197.63203256715624, MAPE: 26.66% Accuracy for Asia and Product 818: MAE: 11.292804543899837, MSE: 128.9038111390286, MAPE: 31.78% Accuracy for Asia and Product 819: MAE: 15.439728657948056, MSE: 359.75306427889956, MAPE: 43.31% Accuracy for Asia and Product 820: MAE: 14.442039431118417, MSE: 500.66736698235275, MAPE: 31.73% Accuracy for Asia and Product 821: MAE: 10.011908632407817, MSE: 144.62060709790376, MAPE: 34.96% Accuracy for Asia and Product 822: MAE: 14.386073841744338, MSE: 345.3648475253911, MAPE: 50.00% Accuracy for Asia and Product 823: MAE: 5.542035058345799, MSE: 47.69322003265071, MAPE: 16.73% Accuracy for Asia and Product 824: MAE: 14.427195065464025, MSE: 326.3431815581915, MAPE: 64.73% Accuracy for Asia and Product 825: MAE: 16.62531570834294, MSE: 400.5232723559901, MAPE: 38.77% Accuracy for Asia and Product 826: MAE: 5.4824928256986425, MSE: 67.17621383229876, MAPE: 41.67% Accuracy for Asia and Product 827: MAE: 13.746301854156338, MSE: 308.37276330922435, MAPE: 67.13% Accuracy for Asia and Product 828: MAE: 12.162709518819735, MSE: 172.6618768111387, MAPE: 28.20% Accuracy for Asia and Product 829: MAE: 17.389295749274556, MSE: 578.1001692735508, MAPE: 65.61% Accuracy for Asia and Product 830: MAE: 17.37883717984209, MSE: 420.9921227825872, MAPE: 103.29% Accuracy for Asia and Product 831: MAE: 17.977787474884945, MSE: 512.6234589029594, MAPE: 64.59% Accuracy for Asia and Product 832: MAE: 9.700804487688604, MSE: 146.30406457473643, MAPE: 24.28% Accuracy for Asia and Product 833: MAE: 22.207379840844705, MSE: 536.8331697358668, MAPE: 69.28% Accuracy for Asia and Product 834: MAE: 16.07863413172243, MSE: 320.7645712047464, MAPE: 49.93% Accuracy for Asia and Product 835: MAE: 8.831871634534162, MSE: 102.27569557468624, MAPE: 23.95% Accuracy for Asia and Product 836: MAE: 16.06297767503475, MSE: 312.0736219902667, MAPE: 50.85% Accuracy for Asia and Product 837: MAE: 17.138255392945126, MSE: 523.4821358274658, MAPE: 38.65% Accuracy for Asia and Product 838: MAE: 14.434786523777092, MSE: 310.0412363349306, MAPE: 33.72% Accuracy for Asia and Product 839: MAE: 22.693510489069734, MSE: 1071.3149772864206, MAPE: 56.39% Accuracy for Asia and Product 840: MAE: 9.16362847000635, MSE: 114.16938284352759, MAPE: 27.96% Accuracy for Asia and Product 841: MAE: 7.045593875137752, MSE: 64.70321962118763, MAPE: 24.33% Accuracy for Asia and Product 842: MAE: 13.92319424340954, MSE: 255.07814874462764, MAPE: 33.14% Accuracy for Asia and Product 843: MAE: 8.331807242333465, MSE: 85.79676089565267, MAPE: 32.82% Accuracy for Asia and Product 844: MAE: 10.300856702775274, MSE: 161.67582416178715, MAPE: 36.69% Accuracy for Asia and Product 845: MAE: 10.823786451673486, MSE: 193.60674454305084, MAPE: 28.00% Accuracy for Asia and Product 846: MAE: 9.624480035404662, MSE: 112.61742319069026, MAPE: 23.13% Accuracy for Asia and Product 847: MAE: 13.680463870490495, MSE: 268.90689245295965, MAPE: 38.30% Accuracy for Asia and Product 848: MAE: 17.29699284356736, MSE: 383.00674639775633, MAPE: 41.90% Accuracy for Asia and Product 849: MAE: 21.7487742705446, MSE: 521.0428283680791, MAPE: 111.45% Accuracy for Asia and Product 850: MAE: 5.3478168656798095, MSE: 53.56517644663469, MAPE: 19.19% Accuracy for Asia and Product 851: MAE: 15.23282221885305, MSE: 318.21657802950904, MAPE: 75.52% Accuracy for Asia and Product 852: MAE: 18.44077328283246, MSE: 404.34662509146835, MAPE: 53.88% Accuracy for Asia and Product 853: MAE: 8.551686909040356, MSE: 115.4362055290355, MAPE: 40.04% Accuracy for Asia and Product 854: MAE: 13.764560866690754, MSE: 233.01546370134875, MAPE: 37.68% Accuracy for Asia and Product 855: MAE: 14.267310679581424, MSE: 311.2566708177968, MAPE: 28.30% Accuracy for Asia and Product 856: MAE: 13.51560608414643, MSE: 247.96148885911902, MAPE: 42.91% Accuracy for Asia and Product 857: MAE: 14.418700557070451, MSE: 245.73190437126772, MAPE: 31.53% Accuracy for Asia and Product 858: MAE: 12.449824782070474, MSE: 194.3723179712716, MAPE: 40.98% Accuracy for Asia and Product 859: MAE: 4.33825708306744, MSE: 33.58698655245601, MAPE: 10.77% Accuracy for Asia and Product 860: MAE: 13.840687342714897, MSE: 329.20599102319073, MAPE: 118.66% Accuracy for Asia and Product 861: MAE: 11.54227878669445, MSE: 187.0707879553369, MAPE: 33.22% Accuracy for Asia and Product 862: MAE: 10.83812655270916, MSE: 165.83129433835288, MAPE: 29.50% Accuracy for Asia and Product 863: MAE: 24.37250375046251, MSE: 780.4104494131464, MAPE: 115.66% Accuracy for Asia and Product 864: MAE: 16.87973313096338, MSE: 567.5524189860926, MAPE: 49.39% Accuracy for Asia and Product 865: MAE: 10.14510931422344, MSE: 208.3017856233505, MAPE: 24.03% Accuracy for Asia and Product 866: MAE: 20.734374988365555, MSE: 592.3032345221854, MAPE: 53.10% Accuracy for Asia and Product 867: MAE: 19.55265348725944, MSE: 464.53838129342256, MAPE: 60.02% Accuracy for Asia and Product 868: MAE: 11.530288703129262, MSE: 184.1295704006904, MAPE: 33.74% Accuracy for Asia and Product 869: MAE: 13.183274073772049, MSE: 251.50031690061692, MAPE: 36.33% Accuracy for Asia and Product 870: MAE: 19.34264549332221, MSE: 579.2735149281573, MAPE: 68.49% Accuracy for Asia and Product 871: MAE: 14.795780276637043, MSE: 233.12463436752327, MAPE: 30.84% Accuracy for Asia and Product 872: MAE: 13.8824349179639, MSE: 328.5089870130773, MAPE: 37.69% Accuracy for Asia and Product 873: MAE: 5.213517897704922, MSE: 32.104566390878496, MAPE: 12.00% Accuracy for Asia and Product 874: MAE: 12.265613424715722, MSE: 249.11282763417938, MAPE: 35.55% Accuracy for Asia and Product 875: MAE: 4.855214333518406, MSE: 31.50091590838692, MAPE: 15.30% Accuracy for Asia and Product 876: MAE: 18.663723008898746, MSE: 374.552209484178, MAPE: 69.99% Accuracy for Asia and Product 877: MAE: 8.384496695108323, MSE: 100.96136511188118, MAPE: 25.84% Accuracy for Asia and Product 878: MAE: 12.740001005988862, MSE: 196.68805880989976, MAPE: 56.65% Accuracy for Asia and Product 879: MAE: 16.397354867347246, MSE: 312.79692458010084, MAPE: 44.22% Accuracy for Asia and Product 880: MAE: 9.754799515572843, MSE: 123.35796918513374, MAPE: 25.55% Accuracy for Asia and Product 881: MAE: 6.333706678427481, MSE: 82.33322689276982, MAPE: 11.03% Accuracy for Asia and Product 882: MAE: 27.24253228199806, MSE: 1067.5695340120621, MAPE: 60.86% Accuracy for Asia and Product 883: MAE: 17.00147780571198, MSE: 393.9664313566695, MAPE: 111.46% Accuracy for Asia and Product 884: MAE: 5.581783434083588, MSE: 41.49863066071849, MAPE: 20.57% Accuracy for Asia and Product 885: MAE: 18.102020743427325, MSE: 458.1808321990717, MAPE: 64.28% Accuracy for Asia and Product 886: MAE: 15.560085196952963, MSE: 324.76908136553595, MAPE: 54.84% Accuracy for Asia and Product 887: MAE: 12.358157706968035, MSE: 199.2885550838878, MAPE: 41.41% Accuracy for Asia and Product 888: MAE: 16.052917808270557, MSE: 677.3662648109479, MAPE: 26.08% Accuracy for Asia and Product 889: MAE: 18.03895669314902, MSE: 451.8117061047941, MAPE: 54.18% Accuracy for Asia and Product 890: MAE: 14.394316841899826, MSE: 224.0643337236038, MAPE: 42.17% Accuracy for Asia and Product 891: MAE: 12.974203139776268, MSE: 187.3303230900699, MAPE: 60.48% Accuracy for Asia and Product 892: MAE: 15.502152837794622, MSE: 387.9863113115246, MAPE: 36.85% Accuracy for Asia and Product 893: MAE: 15.010097563584486, MSE: 333.9362675354382, MAPE: 68.33% Accuracy for Asia and Product 894: MAE: 17.309009878151993, MSE: 351.87758060151407, MAPE: 67.26% Accuracy for Asia and Product 895: MAE: 9.862662638507043, MSE: 154.72985639006217, MAPE: 34.50% Accuracy for Asia and Product 896: MAE: 6.504601486065331, MSE: 54.58195647524104, MAPE: 19.08% Accuracy for Asia and Product 897: MAE: 16.273323072842658, MSE: 484.8299933937107, MAPE: 40.88% Accuracy for Asia and Product 898: MAE: 6.171151541744573, MSE: 54.88712960698651, MAPE: 18.64% Accuracy for Asia and Product 899: MAE: 11.621270481253207, MSE: 303.82542161975334, MAPE: 23.90% Accuracy for Asia and Product 900: MAE: 9.453692201915535, MSE: 127.45048406590199, MAPE: 37.55% Accuracy for Asia and Product 901: MAE: 13.607328421810184, MSE: 192.17017059760622, MAPE: 29.53% Accuracy for Asia and Product 902: MAE: 7.671492118440879, MSE: 81.89710861810607, MAPE: 24.76% Accuracy for Asia and Product 903: MAE: 13.290681506452199, MSE: 261.97351926117204, MAPE: 44.02% Accuracy for Asia and Product 904: MAE: 13.253003370299819, MSE: 203.06368217499517, MAPE: 42.12% Accuracy for Asia and Product 905: MAE: 9.607722316133202, MSE: 189.33180157644875, MAPE: 32.83% Accuracy for Asia and Product 906: MAE: 9.375773057593614, MSE: 160.80204309239235, MAPE: 21.72% Accuracy for Asia and Product 907: MAE: 19.047250489078046, MSE: 392.83679063942606, MAPE: 60.27% Accuracy for Asia and Product 908: MAE: 10.377737307740158, MSE: 144.1387279492108, MAPE: 59.57% Accuracy for Asia and Product 909: MAE: 11.574292138868932, MSE: 212.48146852608807, MAPE: 47.31% Accuracy for Asia and Product 910: MAE: 13.460896826362173, MSE: 273.3885442056609, MAPE: 28.92% Accuracy for Asia and Product 911: MAE: 18.514019932446466, MSE: 548.9407130096678, MAPE: 44.49% Accuracy for Asia and Product 912: MAE: 15.269904908970702, MSE: 399.20747726309867, MAPE: 28.20% Accuracy for Asia and Product 913: MAE: 19.07055018988535, MSE: 411.9500975686482, MAPE: 59.57% Accuracy for Asia and Product 914: MAE: 26.517928214073198, MSE: 840.0964412559009, MAPE: 103.54% Accuracy for Asia and Product 915: MAE: 12.9136649061247, MSE: 230.9018602541566, MAPE: 45.47% Accuracy for Asia and Product 916: MAE: 21.7917045835562, MSE: 699.8375222109005, MAPE: 118.31% Accuracy for Asia and Product 917: MAE: 16.95837436748107, MSE: 351.44863077761954, MAPE: 44.79% Accuracy for Asia and Product 918: MAE: 8.313840129031513, MSE: 77.41659403298031, MAPE: 26.07% Accuracy for Asia and Product 919: MAE: 18.51299983639454, MSE: 424.11700260318395, MAPE: 88.74% Accuracy for Asia and Product 920: MAE: 16.131197885889755, MSE: 356.99891852516316, MAPE: 29.08% Accuracy for Asia and Product 921: MAE: 15.563551944852957, MSE: 397.2742313341983, MAPE: 29.99% Accuracy for Asia and Product 922: MAE: 11.359507168938338, MSE: 175.63628499803013, MAPE: 41.06% Accuracy for Asia and Product 923: MAE: 7.004412968340634, MSE: 58.24074403103599, MAPE: 28.00% Accuracy for Asia and Product 924: MAE: 17.54275182431065, MSE: 415.5973067448514, MAPE: 55.79% Accuracy for Asia and Product 925: MAE: 4.4571417099320865, MSE: 22.610662299686062, MAPE: 25.36% Accuracy for Asia and Product 926: MAE: 19.09315554268917, MSE: 561.1585206947469, MAPE: 44.55% Accuracy for Asia and Product 927: MAE: 9.724181798079119, MSE: 141.5226920415081, MAPE: 24.23% Accuracy for Asia and Product 928: MAE: 20.13570577635901, MSE: 478.26471061038245, MAPE: 69.23% Accuracy for Asia and Product 929: MAE: 16.288980502174645, MSE: 401.1725485222622, MAPE: 47.45% Accuracy for Asia and Product 930: MAE: 11.160811460379541, MSE: 149.85275577429653, MAPE: 34.85% Accuracy for Asia and Product 931: MAE: 6.008553063985163, MSE: 59.78437616896466, MAPE: 14.11% Accuracy for Asia and Product 932: MAE: 11.219209107270853, MSE: 159.42254244032836, MAPE: 32.86% Accuracy for Asia and Product 933: MAE: 16.5743603962422, MSE: 283.9291740995934, MAPE: 48.15% Accuracy for Asia and Product 934: MAE: 8.632756861028644, MSE: 83.1258395081605, MAPE: 26.38% Accuracy for Asia and Product 935: MAE: 14.391025230821139, MSE: 281.03505488704957, MAPE: 34.32% Accuracy for Asia and Product 936: MAE: 8.782859616450477, MSE: 109.10713182299006, MAPE: 26.42% Accuracy for Asia and Product 937: MAE: 14.210929114205692, MSE: 287.0750085921166, MAPE: 55.83% Accuracy for Asia and Product 938: MAE: 12.49689926391907, MSE: 165.4250910967393, MAPE: 33.68% Accuracy for Asia and Product 939: MAE: 8.540845009115094, MSE: 117.66675595682186, MAPE: 22.28% Accuracy for Asia and Product 940: MAE: 11.579646093039184, MSE: 197.00646135177894, MAPE: 68.57% Accuracy for Asia and Product 941: MAE: 8.016192460048915, MSE: 110.67061611527564, MAPE: 25.60% Accuracy for Asia and Product 942: MAE: 10.779134913454538, MSE: 122.66468810059646, MAPE: 26.04% Accuracy for Asia and Product 943: MAE: 25.200468034724516, MSE: 769.4744056532168, MAPE: 107.70% Accuracy for Asia and Product 944: MAE: 9.592742537643534, MSE: 126.83967730037807, MAPE: 28.64% Accuracy for Asia and Product 945: MAE: 9.45660922686612, MSE: 159.55620691039414, MAPE: 25.33% Accuracy for Asia and Product 946: MAE: 12.93910616852366, MSE: 242.36413171069862, MAPE: 153.06% Accuracy for Asia and Product 947: MAE: 24.781563907380864, MSE: 820.3443942921115, MAPE: 49.42% Accuracy for Asia and Product 948: MAE: 10.4592091463273, MSE: 158.44895837872758, MAPE: 20.54% Accuracy for Asia and Product 949: MAE: 11.893869433075754, MSE: 293.11631288831416, MAPE: 39.99% Accuracy for Asia and Product 950: MAE: 8.83531902954152, MSE: 119.07883971394745, MAPE: 34.71% Accuracy for Asia and Product 951: MAE: 10.746104539888872, MSE: 122.04770095516574, MAPE: 43.23% Accuracy for Asia and Product 952: MAE: 13.473650168889225, MSE: 335.976603490107, MAPE: 38.61% Accuracy for Asia and Product 953: MAE: 16.90662361057473, MSE: 441.0075096540415, MAPE: 31.88% Accuracy for Asia and Product 954: MAE: 15.117568997928478, MSE: 332.35477182149714, MAPE: 37.64% Accuracy for Asia and Product 955: MAE: 9.75986436479494, MSE: 123.36830927832803, MAPE: 27.73% Accuracy for Asia and Product 956: MAE: 16.246305945593214, MSE: 366.7590523614711, MAPE: 88.40% Accuracy for Asia and Product 957: MAE: 8.587553839912186, MSE: 111.99067507622587, MAPE: 20.00% Accuracy for Asia and Product 958: MAE: 12.205688336778426, MSE: 181.14162329971788, MAPE: 34.21% Accuracy for Asia and Product 959: MAE: 9.909146420428375, MSE: 132.81492384856983, MAPE: 40.35% Accuracy for Asia and Product 960: MAE: 19.92886529806068, MSE: 505.56903253717263, MAPE: 89.67% Accuracy for Asia and Product 961: MAE: 16.42844953250655, MSE: 420.3622634488576, MAPE: 30.33% Accuracy for Asia and Product 962: MAE: 18.501495461739633, MSE: 471.5688520372185, MAPE: 65.34% Accuracy for Asia and Product 963: MAE: 13.004236545623574, MSE: 235.81554727307312, MAPE: 46.29% Accuracy for Asia and Product 964: MAE: 7.151219480481221, MSE: 90.66910400565477, MAPE: 13.63% Accuracy for Asia and Product 965: MAE: 10.811431185898286, MSE: 392.83717799259955, MAPE: 17.67% Accuracy for Asia and Product 966: MAE: 14.40377144570643, MSE: 252.67877937267627, MAPE: 36.54% Accuracy for Asia and Product 967: MAE: 5.16699209531556, MSE: 41.328064724668586, MAPE: 15.10% Accuracy for Asia and Product 968: MAE: 6.790887991888658, MSE: 49.41175306260948, MAPE: 16.35% Accuracy for Asia and Product 969: MAE: 13.66254622770179, MSE: 237.9018691535172, MAPE: 30.03% Accuracy for Asia and Product 970: MAE: 10.079084370277908, MSE: 134.05296822394558, MAPE: 21.02% Accuracy for Asia and Product 971: MAE: 9.819235658262507, MSE: 121.12665906695474, MAPE: 26.83% Accuracy for Asia and Product 972: MAE: 15.598757295451566, MSE: 363.05344690606637, MAPE: 56.10% Accuracy for Asia and Product 973: MAE: 10.00938945326616, MSE: 137.7832522309202, MAPE: 26.82% Accuracy for Asia and Product 974: MAE: 8.18105958540201, MSE: 81.20037069089908, MAPE: 35.68% Accuracy for Asia and Product 975: MAE: 6.812540173519838, MSE: 62.55061777350494, MAPE: 20.43% Accuracy for Asia and Product 976: MAE: 7.546151596861195, MSE: 98.73219914428672, MAPE: 17.20% Accuracy for Asia and Product 977: MAE: 19.245612585032408, MSE: 544.964997117426, MAPE: 45.87% Accuracy for Asia and Product 978: MAE: 11.252988603036787, MSE: 190.41233746183622, MAPE: 32.12% Accuracy for Asia and Product 979: MAE: 13.37240664850292, MSE: 334.70783425880745, MAPE: 49.27% Accuracy for Asia and Product 980: MAE: 17.550368756199358, MSE: 382.5947765190347, MAPE: 53.53% Accuracy for Asia and Product 981: MAE: 14.569459738018839, MSE: 221.29322423421786, MAPE: 35.04% Accuracy for Asia and Product 982: MAE: 14.914081294115897, MSE: 419.62787913023794, MAPE: 31.95% Accuracy for Asia and Product 983: MAE: 19.138103065937823, MSE: 425.9626306657192, MAPE: 50.12% Accuracy for Asia and Product 984: MAE: 17.5482148703069, MSE: 403.9877222892308, MAPE: 61.87% Accuracy for Asia and Product 985: MAE: 7.377749919684351, MSE: 99.52015342497675, MAPE: 16.89% Accuracy for Asia and Product 986: MAE: 7.760751652140181, MSE: 100.06780117712886, MAPE: 16.86% Accuracy for Asia and Product 987: MAE: 12.673469022000884, MSE: 248.97516024669454, MAPE: 34.84% Accuracy for Asia and Product 988: MAE: 12.421545982153704, MSE: 171.99622174869904, MAPE: 61.37% Accuracy for Asia and Product 989: MAE: 14.099658745142813, MSE: 238.60345137472996, MAPE: 43.26% Accuracy for Asia and Product 990: MAE: 18.857000732833644, MSE: 589.3072501129227, MAPE: 69.22% Accuracy for Asia and Product 991: MAE: 4.191293603560692, MSE: 24.431831883843227, MAPE: 11.74% Accuracy for Asia and Product 992: MAE: 7.288220037433947, MSE: 79.3015796808086, MAPE: 21.46% Accuracy for Asia and Product 993: MAE: 11.729130679892538, MSE: 146.067173619604, MAPE: 33.62% Accuracy for Asia and Product 994: MAE: 8.59972569156887, MSE: 159.51767243642206, MAPE: 74.83% Accuracy for Asia and Product 995: MAE: 18.152912472240036, MSE: 386.06791817519843, MAPE: 44.02% Accuracy for Asia and Product 996: MAE: 11.64496360508233, MSE: 182.38513985209, MAPE: 26.37% Accuracy for Asia and Product 997: MAE: 13.965682551774028, MSE: 290.6545004919152, MAPE: 64.15% Accuracy for Asia and Product 998: MAE: 6.659144026167742, MSE: 71.9356640027267, MAPE: 13.85% Accuracy for Asia and Product 999: MAE: 10.478714001849237, MSE: 284.60831776957224, MAPE: 21.56% Accuracy for Australia and Product 100: MAE: 17.63666320142743, MSE: 376.8231184899409, MAPE: 101.70% Accuracy for Australia and Product 101: MAE: 19.43514127028504, MSE: 472.88403858428336, MAPE: 49.53% Accuracy for Australia and Product 102: MAE: 9.301973899341982, MSE: 152.72714177496272, MAPE: 40.73% Accuracy for Australia and Product 103: MAE: 9.786324328916859, MSE: 163.44426836825315, MAPE: 36.61% Accuracy for Australia and Product 104: MAE: 21.86148674889923, MSE: 662.0259144740285, MAPE: 76.15% Accuracy for Australia and Product 105: MAE: 15.950402619158211, MSE: 344.3707227160088, MAPE: 34.82% Accuracy for Australia and Product 106: MAE: 9.841667765997402, MSE: 212.0102011307162, MAPE: 19.69% Accuracy for Australia and Product 107: MAE: 11.743483891524384, MSE: 218.1863034733064, MAPE: 26.84% Accuracy for Australia and Product 108: MAE: 15.435784581326553, MSE: 488.6791772931363, MAPE: 26.91% Accuracy for Australia and Product 109: MAE: 9.935040054839972, MSE: 176.2462368767795, MAPE: 40.66% Accuracy for Australia and Product 110: MAE: 13.64973548988977, MSE: 272.7035700668408, MAPE: 41.40% Accuracy for Australia and Product 111: MAE: 14.2235250491644, MSE: 235.70444038152817, MAPE: 41.72% Accuracy for Australia and Product 112: MAE: 17.27519714488036, MSE: 433.2694323173637, MAPE: 79.83% Accuracy for Australia and Product 113: MAE: 13.862269179279064, MSE: 265.65676580275147, MAPE: 106.32% Accuracy for Australia and Product 114: MAE: 10.587145615468922, MSE: 179.39754904181746, MAPE: 30.42% Accuracy for Australia and Product 115: MAE: 7.710338798435774, MSE: 100.23506282889306, MAPE: 19.87% Accuracy for Australia and Product 116: MAE: 13.069152732679393, MSE: 421.5165702266784, MAPE: 22.01% Accuracy for Australia and Product 117: MAE: 15.574790574997838, MSE: 324.9831361415869, MAPE: 49.58% Accuracy for Australia and Product 118: MAE: 10.228182427835055, MSE: 163.53383592211068, MAPE: 28.52% Accuracy for Australia and Product 119: MAE: 14.379203365817233, MSE: 274.02576635040833, MAPE: 47.28% Accuracy for Australia and Product 120: MAE: 15.507330392833058, MSE: 317.6846639270576, MAPE: 81.56% Accuracy for Australia and Product 121: MAE: 9.321910103499139, MSE: 181.35686734979328, MAPE: 19.52% Accuracy for Australia and Product 122: MAE: 17.33382034472067, MSE: 373.6198833107632, MAPE: 108.17% Accuracy for Australia and Product 123: MAE: 7.065616936902726, MSE: 61.39748681482445, MAPE: 23.16% Accuracy for Australia and Product 124: MAE: 18.345675571846375, MSE: 542.2811634687833, MAPE: 55.70% Accuracy for Australia and Product 125: MAE: 14.07681220475041, MSE: 248.4563712343941, MAPE: 36.40% Accuracy for Australia and Product 126: MAE: 7.875083002689294, MSE: 105.07264068219152, MAPE: 26.61% Accuracy for Australia and Product 127: MAE: 11.881382969123967, MSE: 213.5254390624222, MAPE: 40.78% Accuracy for Australia and Product 128: MAE: 13.332154595963155, MSE: 226.29072917801682, MAPE: 31.44% Accuracy for Australia and Product 129: MAE: 14.587804121978312, MSE: 459.31868340510493, MAPE: 27.58% Accuracy for Australia and Product 130: MAE: 11.650520072192867, MSE: 211.4017474802814, MAPE: 23.43% Accuracy for Australia and Product 131: MAE: 12.752259929848096, MSE: 208.57643125434302, MAPE: 35.01% Accuracy for Australia and Product 132: MAE: 15.352829084063995, MSE: 257.0926189104631, MAPE: 131.12% Accuracy for Australia and Product 133: MAE: 13.95227719867853, MSE: 299.7664409037637, MAPE: 41.19% Accuracy for Australia and Product 134: MAE: 7.570483684864959, MSE: 72.4352987640824, MAPE: 19.27% Accuracy for Australia and Product 135: MAE: 17.067675288682025, MSE: 429.1607653617937, MAPE: 70.87% Accuracy for Australia and Product 136: MAE: 11.331680370151457, MSE: 236.57830140430534, MAPE: 28.50% Accuracy for Australia and Product 137: MAE: 11.886859491833652, MSE: 180.77920195378468, MAPE: 40.52% Accuracy for Australia and Product 138: MAE: 7.876664125819725, MSE: 79.87322738810317, MAPE: 33.23% Accuracy for Australia and Product 139: MAE: 20.501308937371913, MSE: 581.0646424901593, MAPE: 66.16% Accuracy for Australia and Product 140: MAE: 16.391620184285028, MSE: 335.8909581938095, MAPE: 56.69% Accuracy for Australia and Product 141: MAE: 12.851233100867352, MSE: 182.9898121940508, MAPE: 48.70% Accuracy for Australia and Product 142: MAE: 8.555712950027374, MSE: 106.15294826353197, MAPE: 31.51% Accuracy for Australia and Product 143: MAE: 15.059417757226523, MSE: 311.96542701173314, MAPE: 35.61% Accuracy for Australia and Product 144: MAE: 24.854364492305287, MSE: 699.5873585723252, MAPE: 71.00% Accuracy for Australia and Product 145: MAE: 9.729487051213143, MSE: 192.1254843340573, MAPE: 26.75% Accuracy for Australia and Product 146: MAE: 13.996350282779995, MSE: 294.1595783784806, MAPE: 58.71% Accuracy for Australia and Product 147: MAE: 10.473517033362343, MSE: 223.43098889393121, MAPE: 18.62% Accuracy for Australia and Product 148: MAE: 5.48823990259137, MSE: 47.720073145561464, MAPE: 14.34% Accuracy for Australia and Product 149: MAE: 12.206373973212893, MSE: 174.2715877469001, MAPE: 47.07% Accuracy for Australia and Product 150: MAE: 8.55211873883664, MSE: 111.97257216410028, MAPE: 20.23% Accuracy for Australia and Product 151: MAE: 16.25089661983127, MSE: 620.9011934637208, MAPE: 30.11% Accuracy for Australia and Product 152: MAE: 13.035558104282648, MSE: 203.90123201250933, MAPE: 34.70% Accuracy for Australia and Product 153: MAE: 12.900233346842219, MSE: 239.22615758601606, MAPE: 34.77% Accuracy for Australia and Product 154: MAE: 30.484646854940856, MSE: 1045.2246838590568, MAPE: 95.56% Accuracy for Australia and Product 155: MAE: 6.518207805182072, MSE: 68.02946146282049, MAPE: 16.43% Accuracy for Australia and Product 156: MAE: 8.455977862298468, MSE: 81.89325665240466, MAPE: 32.30% Accuracy for Australia and Product 157: MAE: 9.154861735062976, MSE: 88.11523433514574, MAPE: 29.22% Accuracy for Australia and Product 158: MAE: 16.738752087338533, MSE: 318.8694309876688, MAPE: 40.51% Accuracy for Australia and Product 159: MAE: 12.547665375925558, MSE: 283.5598737678848, MAPE: 29.34% Accuracy for Australia and Product 160: MAE: 12.589280837691376, MSE: 217.23655129146476, MAPE: 30.94% Accuracy for Australia and Product 161: MAE: 18.51214765028687, MSE: 406.08762264178466, MAPE: 60.01% Accuracy for Australia and Product 162: MAE: 5.162638950306421, MSE: 34.50634238537119, MAPE: 17.95% Accuracy for Australia and Product 163: MAE: 9.177319607394509, MSE: 130.46984485976515, MAPE: 21.43% Accuracy for Australia and Product 164: MAE: 18.449783430303405, MSE: 397.31680450373653, MAPE: 56.92% Accuracy for Australia and Product 165: MAE: 15.933216510992441, MSE: 298.2024505071954, MAPE: 29.07% Accuracy for Australia and Product 166: MAE: 5.987809746254482, MSE: 52.12111281267183, MAPE: 13.20% Accuracy for Australia and Product 167: MAE: 23.110912980199185, MSE: 589.4881466577586, MAPE: 84.67% Accuracy for Australia and Product 168: MAE: 5.712769078117273, MSE: 45.829607260661376, MAPE: 10.70% Accuracy for Australia and Product 169: MAE: 14.544138269343113, MSE: 316.51803202568226, MAPE: 32.50% Accuracy for Australia and Product 170: MAE: 16.10030972084816, MSE: 375.2028653057903, MAPE: 44.38% Accuracy for Australia and Product 171: MAE: 13.406925782365061, MSE: 206.11223135672276, MAPE: 35.97% Accuracy for Australia and Product 172: MAE: 8.131421773881485, MSE: 105.53235478505982, MAPE: 29.63% Accuracy for Australia and Product 173: MAE: 12.405723553971022, MSE: 264.9636128383616, MAPE: 37.87% Accuracy for Australia and Product 174: MAE: 8.417887565209622, MSE: 107.88729047229602, MAPE: 21.34% Accuracy for Australia and Product 175: MAE: 10.001041302113572, MSE: 125.60564926051612, MAPE: 23.19% Accuracy for Australia and Product 176: MAE: 6.5500117929284425, MSE: 55.99009538356197, MAPE: 21.85% Accuracy for Australia and Product 177: MAE: 12.918314449285244, MSE: 205.0743844060283, MAPE: 31.89% Accuracy for Australia and Product 178: MAE: 14.905822399411255, MSE: 307.8897161804192, MAPE: 42.72% Accuracy for Australia and Product 179: MAE: 17.178408221982203, MSE: 352.92292534229887, MAPE: 41.06% Accuracy for Australia and Product 180: MAE: 10.6589885641038, MSE: 194.52997402726004, MAPE: 22.59% Accuracy for Australia and Product 181: MAE: 12.568970506769075, MSE: 231.88437822227783, MAPE: 34.93% Accuracy for Australia and Product 182: MAE: 10.452109171117485, MSE: 155.0008990656818, MAPE: 34.08% Accuracy for Australia and Product 183: MAE: 11.196972147462093, MSE: 150.00137263963376, MAPE: 45.21% Accuracy for Australia and Product 184: MAE: 17.551538519855985, MSE: 358.10210118372, MAPE: 113.19% Accuracy for Australia and Product 185: MAE: 10.06743040957531, MSE: 124.79458444416142, MAPE: 34.96% Accuracy for Australia and Product 186: MAE: 4.09578010970912, MSE: 24.798160210161342, MAPE: 16.09% Accuracy for Australia and Product 187: MAE: 14.012331880094388, MSE: 295.8001294147329, MAPE: 50.79% Accuracy for Australia and Product 188: MAE: 8.708441053467286, MSE: 159.72701161346512, MAPE: 18.34% Accuracy for Australia and Product 189: MAE: 10.527455083035212, MSE: 182.96628087131526, MAPE: 31.07% Accuracy for Australia and Product 190: MAE: 10.282897792312365, MSE: 137.50234238351044, MAPE: 40.37% Accuracy for Australia and Product 191: MAE: 10.634137017443695, MSE: 146.06583300030147, MAPE: 35.02% Accuracy for Australia and Product 192: MAE: 13.334427921662996, MSE: 245.73587609655524, MAPE: 43.97% Accuracy for Australia and Product 193: MAE: 21.89646666982001, MSE: 652.6675783986213, MAPE: 83.47% Accuracy for Australia and Product 194: MAE: 13.411871215726038, MSE: 228.0108492724536, MAPE: 32.44% Accuracy for Australia and Product 195: MAE: 8.84865337369312, MSE: 90.66273883537374, MAPE: 19.31% Accuracy for Australia and Product 196: MAE: 12.79668445802891, MSE: 358.3640018262648, MAPE: 34.67% Accuracy for Australia and Product 197: MAE: 10.78577902173656, MSE: 126.84785619837537, MAPE: 37.28% Accuracy for Australia and Product 198: MAE: 17.107515743621228, MSE: 410.4414639945418, MAPE: 59.02% Accuracy for Australia and Product 199: MAE: 12.791800809229182, MSE: 362.5564050986973, MAPE: 23.09% Accuracy for Australia and Product 200: MAE: 10.600168786213391, MSE: 140.7548359354758, MAPE: 24.19% Accuracy for Australia and Product 201: MAE: 10.39478624188014, MSE: 128.14919700602343, MAPE: 40.41% Accuracy for Australia and Product 202: MAE: 5.54703567046708, MSE: 44.19929452104775, MAPE: 16.87% Accuracy for Australia and Product 203: MAE: 16.10040250707731, MSE: 313.54355768823007, MAPE: 76.86% Accuracy for Australia and Product 204: MAE: 12.053159999815083, MSE: 170.78611074834504, MAPE: 37.96% Accuracy for Australia and Product 205: MAE: 13.052968819346694, MSE: 279.65009706643997, MAPE: 74.89% Accuracy for Australia and Product 206: MAE: 21.250949946831618, MSE: 510.94127967439283, MAPE: 56.05% Accuracy for Australia and Product 207: MAE: 11.001204682861166, MSE: 177.51543268877234, MAPE: 53.69% Accuracy for Australia and Product 208: MAE: 10.511893282643552, MSE: 191.81112676782467, MAPE: 52.06% Accuracy for Australia and Product 209: MAE: 17.743961615784336, MSE: 334.1826515421212, MAPE: 49.08% Accuracy for Australia and Product 210: MAE: 9.626194911192043, MSE: 151.74092236702222, MAPE: 26.56% Accuracy for Australia and Product 211: MAE: 14.07083839702317, MSE: 238.84127346139599, MAPE: 63.98% Accuracy for Australia and Product 212: MAE: 8.09437403843867, MSE: 107.72460705371273, MAPE: 19.12% Accuracy for Australia and Product 213: MAE: 11.407726730776508, MSE: 234.77156419004223, MAPE: 23.52% Accuracy for Australia and Product 214: MAE: 7.099250031298531, MSE: 101.16192077424218, MAPE: 15.82% Accuracy for Australia and Product 215: MAE: 9.924051882668554, MSE: 130.6106013948999, MAPE: 29.93% Accuracy for Australia and Product 216: MAE: 17.753314601136573, MSE: 424.3227338846259, MAPE: 68.20% Accuracy for Australia and Product 217: MAE: 20.76383818132145, MSE: 511.0382223356963, MAPE: 65.81% Accuracy for Australia and Product 218: MAE: 35.38593215091676, MSE: 1352.7299129726212, MAPE: 95.49% Accuracy for Australia and Product 219: MAE: 10.69197728409075, MSE: 138.5298365452305, MAPE: 25.81% Accuracy for Australia and Product 220: MAE: 3.7482740665681162, MSE: 27.195125146547962, MAPE: 9.46% Accuracy for Australia and Product 221: MAE: 10.019253291872253, MSE: 140.323674799297, MAPE: 28.33% Accuracy for Australia and Product 222: MAE: 5.061922751195513, MSE: 49.968271541238764, MAPE: 13.23% Accuracy for Australia and Product 223: MAE: 17.380248117749666, MSE: 433.2731551154428, MAPE: 80.27% Accuracy for Australia and Product 224: MAE: 8.232974944885823, MSE: 88.5969697596024, MAPE: 23.81% Accuracy for Australia and Product 225: MAE: 6.451143205431241, MSE: 86.16454492145957, MAPE: 14.36% Accuracy for Australia and Product 226: MAE: 8.356475971287155, MSE: 111.12471205075249, MAPE: 21.32% Accuracy for Australia and Product 227: MAE: 12.007166768869464, MSE: 198.23654833103254, MAPE: 62.11% Accuracy for Australia and Product 228: MAE: 12.244968582495568, MSE: 182.34360028826885, MAPE: 34.09% Accuracy for Australia and Product 229: MAE: 14.800775877628194, MSE: 280.091735306196, MAPE: 37.85% Accuracy for Australia and Product 230: MAE: 9.508140164758977, MSE: 131.92851700640716, MAPE: 17.51% Accuracy for Australia and Product 231: MAE: 5.7855428030711185, MSE: 55.2264791291028, MAPE: 17.98% Accuracy for Australia and Product 232: MAE: 12.924835976990593, MSE: 207.6132669669521, MAPE: 100.39% Accuracy for Australia and Product 233: MAE: 8.300988447236405, MSE: 105.30675511877935, MAPE: 39.38% Accuracy for Australia and Product 234: MAE: 10.67628985479057, MSE: 144.3060726716003, MAPE: 36.80% Accuracy for Australia and Product 235: MAE: 11.144324793018864, MSE: 258.70184564338655, MAPE: 20.89% Accuracy for Australia and Product 236: MAE: 7.345860873832126, MSE: 77.486327899659, MAPE: 15.57% Accuracy for Australia and Product 237: MAE: 9.944951094957228, MSE: 144.64524744477959, MAPE: 25.29% Accuracy for Australia and Product 238: MAE: 21.3039059805009, MSE: 482.58689404741546, MAPE: 110.88% Accuracy for Australia and Product 239: MAE: 9.88138279977067, MSE: 134.45447145971553, MAPE: 30.18% Accuracy for Australia and Product 240: MAE: 9.070497949166267, MSE: 115.18475979730786, MAPE: 22.76% Accuracy for Australia and Product 241: MAE: 17.735197991947395, MSE: 416.9431218377611, MAPE: 64.15% Accuracy for Australia and Product 242: MAE: 4.270415311407095, MSE: 27.79262576823598, MAPE: 14.67% Accuracy for Australia and Product 243: MAE: 13.749062020866566, MSE: 251.81105839001037, MAPE: 33.88% Accuracy for Australia and Product 244: MAE: 10.28689137767903, MSE: 154.5259334035572, MAPE: 41.34% Accuracy for Australia and Product 245: MAE: 7.948349362597301, MSE: 139.567908635171, MAPE: 18.74% Accuracy for Australia and Product 246: MAE: 7.235291322512111, MSE: 77.8108432015209, MAPE: 25.31% Accuracy for Australia and Product 247: MAE: 7.038652649464419, MSE: 56.384410746588784, MAPE: 18.87% Accuracy for Australia and Product 248: MAE: 17.20829838075038, MSE: 568.6488172331649, MAPE: 29.70% Accuracy for Australia and Product 249: MAE: 14.924506988952487, MSE: 400.3120438091237, MAPE: 30.81% Accuracy for Australia and Product 250: MAE: 10.326512224546626, MSE: 189.43190603496382, MAPE: 33.47% Accuracy for Australia and Product 251: MAE: 5.725299755665501, MSE: 41.76797306232855, MAPE: 18.11% Accuracy for Australia and Product 252: MAE: 14.813239622250034, MSE: 312.4448313962973, MAPE: 26.99% Accuracy for Australia and Product 253: MAE: 16.51025181759715, MSE: 463.5242007365653, MAPE: 44.42% Accuracy for Australia and Product 254: MAE: 11.09671720451181, MSE: 170.89446365924374, MAPE: 31.34% Accuracy for Australia and Product 255: MAE: 31.300582117360648, MSE: 1085.375167146148, MAPE: 89.64% Accuracy for Australia and Product 256: MAE: 18.09689384770555, MSE: 392.4971608002396, MAPE: 46.07% Accuracy for Australia and Product 257: MAE: 10.93445481603025, MSE: 215.77334236384672, MAPE: 24.93% Accuracy for Australia and Product 258: MAE: 15.143044961918335, MSE: 378.0050963916136, MAPE: 37.16% Accuracy for Australia and Product 259: MAE: 11.878859587550352, MSE: 218.08201083338176, MAPE: 40.64% Accuracy for Australia and Product 260: MAE: 17.6893750439701, MSE: 469.29032028699896, MAPE: 50.40% Accuracy for Australia and Product 261: MAE: 6.393725528390751, MSE: 66.98489879486104, MAPE: 14.67% Accuracy for Australia and Product 262: MAE: 16.822284509648618, MSE: 570.452933719456, MAPE: 45.30% Accuracy for Australia and Product 263: MAE: 14.240193422180202, MSE: 268.91514301680854, MAPE: 49.31% Accuracy for Australia and Product 264: MAE: 15.44194932859869, MSE: 284.73636347331893, MAPE: 82.14% Accuracy for Australia and Product 265: MAE: 12.374699127243966, MSE: 229.4506401618765, MAPE: 37.24% Accuracy for Australia and Product 266: MAE: 9.134389192653627, MSE: 135.10509626331512, MAPE: 41.69% Accuracy for Australia and Product 267: MAE: 6.172880335521838, MSE: 42.315197946426444, MAPE: 22.95% Accuracy for Australia and Product 268: MAE: 14.758097119581095, MSE: 366.42460792477925, MAPE: 76.32% Accuracy for Australia and Product 269: MAE: 16.492640986720353, MSE: 325.7723255244249, MAPE: 59.89% Accuracy for Australia and Product 270: MAE: 11.96757573782213, MSE: 297.6361950063411, MAPE: 101.78% Accuracy for Australia and Product 271: MAE: 13.550629476958978, MSE: 321.6734973372339, MAPE: 59.97% Accuracy for Australia and Product 272: MAE: 14.606998697434857, MSE: 313.05853221861406, MAPE: 43.22% Accuracy for Australia and Product 273: MAE: 15.653526041965204, MSE: 303.0349560694, MAPE: 33.76% Accuracy for Australia and Product 274: MAE: 15.086504266431485, MSE: 300.54921827955434, MAPE: 43.02% Accuracy for Australia and Product 275: MAE: 11.440701199167504, MSE: 268.86921304070785, MAPE: 84.73% Accuracy for Australia and Product 276: MAE: 5.770999767397084, MSE: 44.55941943847646, MAPE: 14.16% Accuracy for Australia and Product 277: MAE: 11.01309357649895, MSE: 178.30764158975995, MAPE: 28.25% Accuracy for Australia and Product 278: MAE: 12.183798838389015, MSE: 186.26456892616133, MAPE: 35.90% Accuracy for Australia and Product 279: MAE: 13.857877194177501, MSE: 218.970578279435, MAPE: 37.29% Accuracy for Australia and Product 280: MAE: 10.738385958071376, MSE: 167.11541816033363, MAPE: 72.78% Accuracy for Australia and Product 281: MAE: 7.918561379582624, MSE: 79.54103782800578, MAPE: 33.56% Accuracy for Australia and Product 282: MAE: 10.611646383870248, MSE: 163.0222758252044, MAPE: 23.84% Accuracy for Australia and Product 283: MAE: 18.2234483087367, MSE: 585.6150595295278, MAPE: 133.94% Accuracy for Australia and Product 284: MAE: 15.660229194275491, MSE: 310.2738098020276, MAPE: 52.98% Accuracy for Australia and Product 285: MAE: 16.98489346634596, MSE: 491.5089935854477, MAPE: 31.72% Accuracy for Australia and Product 286: MAE: 20.267629962531895, MSE: 764.0872507293303, MAPE: 68.60% Accuracy for Australia and Product 287: MAE: 23.848063500522006, MSE: 658.6584292691875, MAPE: 100.93% Accuracy for Australia and Product 288: MAE: 9.567487707282085, MSE: 153.07118854302743, MAPE: 30.21% Accuracy for Australia and Product 289: MAE: 16.020692856828305, MSE: 460.3287673365412, MAPE: 61.23% Accuracy for Australia and Product 290: MAE: 14.268409452699746, MSE: 375.4858724709555, MAPE: 35.00% Accuracy for Australia and Product 291: MAE: 11.058325761550632, MSE: 179.0763164829607, MAPE: 35.36% Accuracy for Australia and Product 292: MAE: 14.204584436802595, MSE: 308.10970949987995, MAPE: 54.51% Accuracy for Australia and Product 293: MAE: 15.153159443176742, MSE: 282.3827301199252, MAPE: 43.03% Accuracy for Australia and Product 294: MAE: 22.45682708224391, MSE: 735.430071482196, MAPE: 42.13% Accuracy for Australia and Product 295: MAE: 11.807840162901785, MSE: 176.67349299413937, MAPE: 27.74% Accuracy for Australia and Product 296: MAE: 7.942770898744193, MSE: 159.17496054624672, MAPE: 15.08% Accuracy for Australia and Product 297: MAE: 11.423684911541962, MSE: 242.50342658577475, MAPE: 53.82% Accuracy for Australia and Product 298: MAE: 11.864781928585959, MSE: 195.23936470258235, MAPE: 34.43% Accuracy for Australia and Product 299: MAE: 17.918029393621964, MSE: 452.60449784889, MAPE: 65.34% Accuracy for Australia and Product 300: MAE: 7.244779080152202, MSE: 67.60931104969022, MAPE: 16.51% Accuracy for Australia and Product 301: MAE: 16.785411731043997, MSE: 478.8749909469242, MAPE: 25.29% Accuracy for Australia and Product 302: MAE: 10.107252308281616, MSE: 166.4515505298003, MAPE: 19.76% Accuracy for Australia and Product 303: MAE: 19.464289497291688, MSE: 554.5351120503283, MAPE: 54.29% Accuracy for Australia and Product 304: MAE: 12.632950387493052, MSE: 236.67561028284345, MAPE: 41.54% Accuracy for Australia and Product 305: MAE: 9.533365367037195, MSE: 134.51206679152932, MAPE: 42.90% Accuracy for Australia and Product 306: MAE: 19.71051844307914, MSE: 596.2998951160793, MAPE: 41.73% Accuracy for Australia and Product 307: MAE: 20.342825618156677, MSE: 564.1617632372311, MAPE: 68.25% Accuracy for Australia and Product 308: MAE: 9.35981724775706, MSE: 151.00326686125393, MAPE: 39.22% Accuracy for Australia and Product 309: MAE: 13.901373983647622, MSE: 245.6055436242806, MAPE: 49.45% Accuracy for Australia and Product 310: MAE: 9.306538922625329, MSE: 144.68924130423434, MAPE: 46.82% Accuracy for Australia and Product 311: MAE: 13.653127041660136, MSE: 239.613775014749, MAPE: 44.88% Accuracy for Australia and Product 312: MAE: 12.792736874218292, MSE: 254.65500412660282, MAPE: 24.60% Accuracy for Australia and Product 313: MAE: 3.5501327146960735, MSE: 18.859903897579933, MAPE: 8.62% Accuracy for Australia and Product 314: MAE: 20.854960802362605, MSE: 554.1922766756859, MAPE: 75.18% Accuracy for Australia and Product 315: MAE: 16.354665335163816, MSE: 352.7342385442743, MAPE: 46.59% Accuracy for Australia and Product 316: MAE: 10.665401128750789, MSE: 136.55469999608107, MAPE: 24.74% Accuracy for Australia and Product 317: MAE: 21.627454375607165, MSE: 586.386202943813, MAPE: 147.97% Accuracy for Australia and Product 318: MAE: 5.622128095714618, MSE: 49.28351311541289, MAPE: 14.52% Accuracy for Australia and Product 319: MAE: 9.911720505978888, MSE: 156.3300834183969, MAPE: 49.73% Accuracy for Australia and Product 320: MAE: 15.627262759914151, MSE: 331.64453009258284, MAPE: 33.70% Accuracy for Australia and Product 321: MAE: 19.144413760996642, MSE: 628.3618227468231, MAPE: 47.33% Accuracy for Australia and Product 322: MAE: 12.673136602534441, MSE: 206.91677701937382, MAPE: 66.53% Accuracy for Australia and Product 323: MAE: 17.806568574244057, MSE: 392.9796959507268, MAPE: 71.60% Accuracy for Australia and Product 324: MAE: 19.36849466266791, MSE: 530.0915491077807, MAPE: 46.14% Accuracy for Australia and Product 325: MAE: 7.4522309635669375, MSE: 66.65570807816538, MAPE: 27.33% Accuracy for Australia and Product 326: MAE: 10.726442829134214, MSE: 156.9313013834989, MAPE: 27.22% Accuracy for Australia and Product 327: MAE: 13.591527338505589, MSE: 191.60750910514577, MAPE: 43.29% Accuracy for Australia and Product 328: MAE: 5.366636893764391, MSE: 81.27417802694377, MAPE: 26.79% Accuracy for Australia and Product 329: MAE: 6.30950078374294, MSE: 63.93577962953016, MAPE: 17.31% Accuracy for Australia and Product 330: MAE: 12.115272021786748, MSE: 191.30112603346245, MAPE: 38.74% Accuracy for Australia and Product 331: MAE: 9.158180222420405, MSE: 124.12231330349678, MAPE: 28.57% Accuracy for Australia and Product 332: MAE: 20.96613661044725, MSE: 493.7471182918531, MAPE: 104.90% Accuracy for Australia and Product 333: MAE: 10.09236772962172, MSE: 116.12330518584085, MAPE: 26.02% Accuracy for Australia and Product 334: MAE: 12.38809768053278, MSE: 282.27527602533536, MAPE: 574.72% Accuracy for Australia and Product 335: MAE: 12.409824364418004, MSE: 194.44754403524516, MAPE: 39.51% Accuracy for Australia and Product 336: MAE: 20.876022405856524, MSE: 607.1730369858724, MAPE: 59.90% Accuracy for Australia and Product 337: MAE: 12.001812414933067, MSE: 223.63007790759676, MAPE: 30.03% Accuracy for Australia and Product 338: MAE: 19.464067198302693, MSE: 483.1017364541211, MAPE: 71.15% Accuracy for Australia and Product 339: MAE: 16.960715347062592, MSE: 574.8331061678302, MAPE: 66.98% Accuracy for Australia and Product 340: MAE: 15.516137961421435, MSE: 355.4944399314799, MAPE: 45.76% Accuracy for Australia and Product 341: MAE: 32.27369377271854, MSE: 1243.770412820903, MAPE: 179.51% Accuracy for Australia and Product 342: MAE: 15.908096488537405, MSE: 527.3717411545231, MAPE: 45.85% Accuracy for Australia and Product 343: MAE: 9.580149289596887, MSE: 121.33182843324407, MAPE: 26.77% Accuracy for Australia and Product 344: MAE: 5.476338016650153, MSE: 67.96918001125903, MAPE: 19.48% Accuracy for Australia and Product 345: MAE: 18.16775888551882, MSE: 486.7045039326505, MAPE: 70.36% Accuracy for Australia and Product 346: MAE: 12.458442474752978, MSE: 201.66079977604724, MAPE: 40.06% Accuracy for Australia and Product 347: MAE: 12.8635558817797, MSE: 270.94445363439115, MAPE: 30.08% Accuracy for Australia and Product 348: MAE: 2.161631066155164, MSE: 5.972292483039814, MAPE: 6.32% Accuracy for Australia and Product 349: MAE: 14.873188763549427, MSE: 384.17069898195757, MAPE: 52.77% Accuracy for Australia and Product 350: MAE: 16.293097457070765, MSE: 377.6486348981652, MAPE: 56.96% Accuracy for Australia and Product 351: MAE: 16.816335078608866, MSE: 427.5791425329645, MAPE: 84.23% Accuracy for Australia and Product 352: MAE: 6.699488749825757, MSE: 61.89723583323096, MAPE: 17.73% Accuracy for Australia and Product 353: MAE: 12.903251745576819, MSE: 226.08321167598768, MAPE: 38.12% Accuracy for Australia and Product 354: MAE: 14.558676225870746, MSE: 236.53522177561885, MAPE: 58.07% Accuracy for Australia and Product 355: MAE: 10.0017106692499, MSE: 130.6011112128072, MAPE: 29.65% Accuracy for Australia and Product 356: MAE: 11.508542014850976, MSE: 222.70865367476063, MAPE: 32.58% Accuracy for Australia and Product 357: MAE: 10.317434494003852, MSE: 190.21840263743024, MAPE: 23.21% Accuracy for Australia and Product 358: MAE: 9.086164514785148, MSE: 160.75807582090835, MAPE: 21.26% Accuracy for Australia and Product 359: MAE: 6.310073695127558, MSE: 70.93145275243651, MAPE: 26.87% Accuracy for Australia and Product 360: MAE: 13.360099768711626, MSE: 208.80906849212528, MAPE: 37.90% Accuracy for Australia and Product 361: MAE: 11.050029510418964, MSE: 144.16322207469508, MAPE: 32.04% Accuracy for Australia and Product 362: MAE: 13.981451615769412, MSE: 231.05205827733198, MAPE: 43.69% Accuracy for Australia and Product 363: MAE: 22.125449858679993, MSE: 636.7827603746817, MAPE: 60.95% Accuracy for Australia and Product 364: MAE: 15.28476761149444, MSE: 316.5521725569216, MAPE: 531.73% Accuracy for Australia and Product 365: MAE: 11.914205157530382, MSE: 159.83381034603707, MAPE: 29.69% Accuracy for Australia and Product 366: MAE: 11.755230404306548, MSE: 185.99533803546876, MAPE: 32.85% Accuracy for Australia and Product 367: MAE: 8.054578108425755, MSE: 107.86867878247949, MAPE: 19.64% Accuracy for Australia and Product 368: MAE: 11.663702353148622, MSE: 166.97471759011478, MAPE: 34.50% Accuracy for Australia and Product 369: MAE: 10.39186435786132, MSE: 127.2164490728995, MAPE: 56.14% Accuracy for Australia and Product 370: MAE: 8.42260650491853, MSE: 90.93301487277573, MAPE: 16.09% Accuracy for Australia and Product 371: MAE: 17.78957090454181, MSE: 475.15278170119325, MAPE: 143.87% Accuracy for Australia and Product 372: MAE: 7.356373881147836, MSE: 66.466032971901, MAPE: 20.30% Accuracy for Australia and Product 373: MAE: 12.59520315027111, MSE: 276.58458095678964, MAPE: 36.07% Accuracy for Australia and Product 374: MAE: 24.325248737757832, MSE: 760.4183373665858, MAPE: 85.43% Accuracy for Australia and Product 375: MAE: 15.439657158899156, MSE: 318.79963373826047, MAPE: 61.72% Accuracy for Australia and Product 376: MAE: 14.716848748845536, MSE: 234.30798836096466, MAPE: 41.90% Accuracy for Australia and Product 377: MAE: 19.304001191795532, MSE: 449.2182705195469, MAPE: 64.42% Accuracy for Australia and Product 378: MAE: 7.393693693328892, MSE: 94.97573044479925, MAPE: 36.11% Accuracy for Australia and Product 379: MAE: 11.082600266785565, MSE: 139.34646411684875, MAPE: 40.02% Accuracy for Australia and Product 380: MAE: 14.254001266740142, MSE: 300.3665381918102, MAPE: 52.25% Accuracy for Australia and Product 381: MAE: 11.01213654358045, MSE: 198.19478746560065, MAPE: 33.55% Accuracy for Australia and Product 382: MAE: 15.976296853405762, MSE: 417.07843107662046, MAPE: 32.40% Accuracy for Australia and Product 383: MAE: 9.005044858819797, MSE: 126.6641039359785, MAPE: 29.02% Accuracy for Australia and Product 384: MAE: 19.571772725037633, MSE: 466.89486545999017, MAPE: 49.19% Accuracy for Australia and Product 385: MAE: 9.514595802135812, MSE: 160.53550620350046, MAPE: 28.57% Accuracy for Australia and Product 386: MAE: 16.119742847975544, MSE: 309.8400626907102, MAPE: 37.64% Accuracy for Australia and Product 387: MAE: 22.987940401078028, MSE: 766.5900025499732, MAPE: 40.35% Accuracy for Australia and Product 388: MAE: 19.679658234505332, MSE: 455.124489544682, MAPE: 68.90% Accuracy for Australia and Product 389: MAE: 17.49258570912094, MSE: 329.33701381898857, MAPE: 63.91% Accuracy for Australia and Product 390: MAE: 15.273940618772093, MSE: 251.3420241224814, MAPE: 54.75% Accuracy for Australia and Product 391: MAE: 10.23603707435913, MSE: 218.66979081942947, MAPE: 30.30% Accuracy for Australia and Product 392: MAE: 16.03770936565812, MSE: 471.11595961721105, MAPE: 60.56% Accuracy for Australia and Product 393: MAE: 12.065380885280918, MSE: 166.98474718043644, MAPE: 38.35% Accuracy for Australia and Product 394: MAE: 4.529660581993202, MSE: 32.432955541898956, MAPE: 16.04% Accuracy for Australia and Product 395: MAE: 15.92958723364264, MSE: 312.96750002506883, MAPE: 62.11% Accuracy for Australia and Product 396: MAE: 13.756976649055654, MSE: 338.5189372956097, MAPE: 37.44% Accuracy for Australia and Product 397: MAE: 16.129674238366444, MSE: 337.3538815767612, MAPE: 44.61% Accuracy for Australia and Product 398: MAE: 11.699412247339666, MSE: 175.74944894939762, MAPE: 30.39% Accuracy for Australia and Product 399: MAE: 18.333465921663112, MSE: 523.7858069489209, MAPE: 33.28% Accuracy for Australia and Product 400: MAE: 12.680044271830576, MSE: 227.42602913929755, MAPE: 28.79% Accuracy for Australia and Product 401: MAE: 9.722514428407875, MSE: 131.7642561689219, MAPE: 19.84% Accuracy for Australia and Product 402: MAE: 8.584852752084622, MSE: 86.76175537479746, MAPE: 37.33% Accuracy for Australia and Product 403: MAE: 15.55377198918281, MSE: 370.2810071911905, MAPE: 53.47% Accuracy for Australia and Product 404: MAE: 5.11079628473359, MSE: 49.103296552196994, MAPE: 14.04% Accuracy for Australia and Product 405: MAE: 18.390247054196706, MSE: 365.15667174970025, MAPE: 47.55% Accuracy for Australia and Product 406: MAE: 12.909685733983457, MSE: 238.89238544899428, MAPE: 46.10% Accuracy for Australia and Product 407: MAE: 17.140283196713803, MSE: 450.56724705637737, MAPE: 34.42% Accuracy for Australia and Product 408: MAE: 2.5123001377961542, MSE: 9.920677425696553, MAPE: 5.01% Accuracy for Australia and Product 409: MAE: 9.05664138886885, MSE: 159.66937496042172, MAPE: 71.39% Accuracy for Australia and Product 410: MAE: 7.55891633450989, MSE: 88.58991824532953, MAPE: 29.47% Accuracy for Australia and Product 411: MAE: 8.61949949613018, MSE: 115.68352159457982, MAPE: 18.70% Accuracy for Australia and Product 412: MAE: 11.506570873334562, MSE: 185.72517028600947, MAPE: 26.28% Accuracy for Australia and Product 413: MAE: 9.71948591073063, MSE: 237.77683454870595, MAPE: 34.30% Accuracy for Australia and Product 414: MAE: 13.082355785449366, MSE: 235.56553534764035, MAPE: 44.29% Accuracy for Australia and Product 415: MAE: 18.47467047923595, MSE: 398.0369485269726, MAPE: 146.70% Accuracy for Australia and Product 416: MAE: 9.15947839489779, MSE: 123.04490239201793, MAPE: 27.72% Accuracy for Australia and Product 417: MAE: 14.21081484439107, MSE: 397.4190376641579, MAPE: 81.09% Accuracy for Australia and Product 418: MAE: 16.357197606309846, MSE: 437.5930124827929, MAPE: 31.35% Accuracy for Australia and Product 419: MAE: 13.483689279427953, MSE: 278.8901260773708, MAPE: 33.37% Accuracy for Australia and Product 420: MAE: 9.41523069100556, MSE: 106.3582958391609, MAPE: 24.32% Accuracy for Australia and Product 421: MAE: 12.233910647987479, MSE: 171.70631859821734, MAPE: 30.90% Accuracy for Australia and Product 422: MAE: 12.264865903886838, MSE: 274.5495322255312, MAPE: 51.25% Accuracy for Australia and Product 423: MAE: 11.114296705164582, MSE: 150.73530982461563, MAPE: 45.05% Accuracy for Australia and Product 424: MAE: 17.718323616262563, MSE: 333.1298493249104, MAPE: 59.44% Accuracy for Australia and Product 425: MAE: 13.644709702038494, MSE: 247.95710100546574, MAPE: 55.37% Accuracy for Australia and Product 426: MAE: 24.44757968440439, MSE: 916.5721328173465, MAPE: 332.73% Accuracy for Australia and Product 427: MAE: 10.847193590404956, MSE: 189.72916146571038, MAPE: 31.36% Accuracy for Australia and Product 428: MAE: 3.0119756728987057, MSE: 14.80113600852469, MAPE: 5.94% Accuracy for Australia and Product 429: MAE: 25.183315893917342, MSE: 755.4528038948786, MAPE: 459.30% Accuracy for Australia and Product 430: MAE: 14.566160688133825, MSE: 417.379273175913, MAPE: 57.01% Accuracy for Australia and Product 431: MAE: 12.265341172533978, MSE: 253.89063412086034, MAPE: 82.21% Accuracy for Australia and Product 432: MAE: 17.916771124674376, MSE: 433.9269615509, MAPE: 35.69% Accuracy for Australia and Product 433: MAE: 11.661444817025094, MSE: 270.64131487792093, MAPE: 48.36% Accuracy for Australia and Product 434: MAE: 16.14313359176171, MSE: 343.11169108959723, MAPE: 51.51% Accuracy for Australia and Product 435: MAE: 9.15057027096491, MSE: 102.02422540917419, MAPE: 32.87% Accuracy for Australia and Product 436: MAE: 15.36448976616648, MSE: 354.92062159494935, MAPE: 63.91% Accuracy for Australia and Product 437: MAE: 8.63424845654541, MSE: 98.96102633648793, MAPE: 19.75% Accuracy for Australia and Product 438: MAE: 18.992641297301365, MSE: 673.6760138638749, MAPE: 88.43% Accuracy for Australia and Product 439: MAE: 15.380105041317353, MSE: 313.83722765623514, MAPE: 58.62% Accuracy for Australia and Product 440: MAE: 11.729601939772923, MSE: 195.26192547560504, MAPE: 52.17% Accuracy for Australia and Product 441: MAE: 16.086525013050412, MSE: 320.94054054251626, MAPE: 569.83% Accuracy for Australia and Product 442: MAE: 4.876728268778974, MSE: 31.768679886005806, MAPE: 13.43% Accuracy for Australia and Product 443: MAE: 5.479990285109106, MSE: 37.635227148908925, MAPE: 12.68% Accuracy for Australia and Product 444: MAE: 11.173053117954124, MSE: 182.24361414919954, MAPE: 29.59% Accuracy for Australia and Product 445: MAE: 14.568068911223117, MSE: 287.98397558036964, MAPE: 113.72% Accuracy for Australia and Product 446: MAE: 23.600274484524913, MSE: 734.3827797642173, MAPE: 120.28% Accuracy for Australia and Product 447: MAE: 13.117619278227568, MSE: 239.40783026629575, MAPE: 61.09% Accuracy for Australia and Product 448: MAE: 24.79039284484001, MSE: 626.5944302359628, MAPE: 77.79% Accuracy for Australia and Product 449: MAE: 12.634255291454, MSE: 258.4524550751329, MAPE: 40.40% Accuracy for Australia and Product 450: MAE: 6.902231120732997, MSE: 51.77197781493199, MAPE: 23.44% Accuracy for Australia and Product 451: MAE: 14.27994159421722, MSE: 291.70265757609167, MAPE: 55.55% Accuracy for Australia and Product 452: MAE: 14.161527532495171, MSE: 224.23490237567177, MAPE: 73.14% Accuracy for Australia and Product 453: MAE: 11.906629806617804, MSE: 197.05728696077946, MAPE: 44.38% Accuracy for Australia and Product 454: MAE: 19.718104347342955, MSE: 406.02416947669735, MAPE: 68.73% Accuracy for Australia and Product 455: MAE: 9.232750755155058, MSE: 129.60902198914084, MAPE: 29.58% Accuracy for Australia and Product 456: MAE: 18.15954188730503, MSE: 427.8777473906086, MAPE: 56.55% Accuracy for Australia and Product 457: MAE: 14.095288227581836, MSE: 270.42049363824884, MAPE: 45.08% Accuracy for Australia and Product 458: MAE: 13.338738620188531, MSE: 221.88959547936338, MAPE: 30.58% Accuracy for Australia and Product 459: MAE: 6.4450304091606965, MSE: 62.09668393249062, MAPE: 23.10% Accuracy for Australia and Product 460: MAE: 9.156076791620814, MSE: 113.87231571107084, MAPE: 28.71% Accuracy for Australia and Product 461: MAE: 13.479997422842207, MSE: 209.21364727423807, MAPE: 34.57% Accuracy for Australia and Product 462: MAE: 7.935114391105675, MSE: 182.12291023965096, MAPE: 37.41% Accuracy for Australia and Product 463: MAE: 11.466501939648797, MSE: 191.87095261709203, MAPE: 47.01% Accuracy for Australia and Product 464: MAE: 6.17999022341416, MSE: 46.69381652080888, MAPE: 15.61% Accuracy for Australia and Product 465: MAE: 12.460314676125268, MSE: 255.43070203665548, MAPE: 70.57% Accuracy for Australia and Product 466: MAE: 12.220331903761686, MSE: 337.0664335896371, MAPE: 54.66% Accuracy for Australia and Product 467: MAE: 5.680561386298244, MSE: 54.42739311113777, MAPE: 25.72% Accuracy for Australia and Product 468: MAE: 9.247965102538936, MSE: 113.06903620245023, MAPE: 20.93% Accuracy for Australia and Product 469: MAE: 9.303021223208615, MSE: 151.3224964250323, MAPE: 16.98% Accuracy for Australia and Product 470: MAE: 11.880126877322205, MSE: 167.35897359166287, MAPE: 33.91% Accuracy for Australia and Product 471: MAE: 10.348286631306678, MSE: 152.6203331369341, MAPE: 47.53% Accuracy for Australia and Product 472: MAE: 5.757404427000184, MSE: 39.405402558919434, MAPE: 13.04% Accuracy for Australia and Product 473: MAE: 11.098066065335573, MSE: 242.81970262845329, MAPE: 60.45% Accuracy for Australia and Product 474: MAE: 12.55655157852704, MSE: 350.84960875267285, MAPE: 21.61% Accuracy for Australia and Product 475: MAE: 22.575280465196688, MSE: 650.1113264855134, MAPE: 111.21% Accuracy for Australia and Product 476: MAE: 5.266938849456382, MSE: 38.0621989028023, MAPE: 11.58% Accuracy for Australia and Product 477: MAE: 9.03020923714261, MSE: 122.3324712887418, MAPE: 28.33% Accuracy for Australia and Product 478: MAE: 11.018247350760287, MSE: 190.8454541486579, MAPE: 71.72% Accuracy for Australia and Product 479: MAE: 13.805237047693945, MSE: 275.0150021140812, MAPE: 44.65% Accuracy for Australia and Product 480: MAE: 5.273176773989476, MSE: 33.96997449378342, MAPE: 13.90% Accuracy for Australia and Product 481: MAE: 18.344247263966878, MSE: 375.11092581790064, MAPE: 63.74% Accuracy for Australia and Product 482: MAE: 14.756751084277886, MSE: 264.13330361672627, MAPE: 50.70% Accuracy for Australia and Product 483: MAE: 8.896457914770782, MSE: 108.9624028643286, MAPE: 26.56% Accuracy for Australia and Product 484: MAE: 8.144059640538439, MSE: 111.72928749705379, MAPE: 27.76% Accuracy for Australia and Product 485: MAE: 14.743593965776673, MSE: 267.24898438643464, MAPE: 32.80% Accuracy for Australia and Product 486: MAE: 9.54500267839977, MSE: 168.23834302178574, MAPE: 31.82% Accuracy for Australia and Product 487: MAE: 10.378645876714716, MSE: 139.53526684749787, MAPE: 24.27% Accuracy for Australia and Product 488: MAE: 10.664154542650406, MSE: 127.52396070781387, MAPE: 25.00% Accuracy for Australia and Product 489: MAE: 13.643088739127176, MSE: 305.5067553024545, MAPE: 35.58% Accuracy for Australia and Product 490: MAE: 10.994734682775944, MSE: 219.16683229068985, MAPE: 37.59% Accuracy for Australia and Product 491: MAE: 18.968390852843147, MSE: 470.7911369597068, MAPE: 746.19% Accuracy for Australia and Product 492: MAE: 8.139486395406506, MSE: 91.0448116719276, MAPE: 32.21% Accuracy for Australia and Product 493: MAE: 9.165033040568094, MSE: 167.0659505904628, MAPE: 22.74% Accuracy for Australia and Product 494: MAE: 8.206279937525537, MSE: 91.4689344110263, MAPE: 15.80% Accuracy for Australia and Product 495: MAE: 10.054482906996315, MSE: 151.56739889975236, MAPE: 22.71% Accuracy for Australia and Product 496: MAE: 7.115708708092353, MSE: 90.21431915195866, MAPE: 19.66% Accuracy for Australia and Product 497: MAE: 10.68945260055577, MSE: 170.01515610129215, MAPE: 30.16% Accuracy for Australia and Product 498: MAE: 13.249199636845484, MSE: 283.4936345834095, MAPE: 35.09% Accuracy for Australia and Product 499: MAE: 6.798769719155605, MSE: 62.36484885043196, MAPE: 24.53% Accuracy for Australia and Product 500: MAE: 10.991050179751182, MSE: 173.30255842878654, MAPE: 27.97% Accuracy for Australia and Product 501: MAE: 13.53680170113652, MSE: 227.31416555518632, MAPE: 49.12% Accuracy for Australia and Product 502: MAE: 11.309493938404724, MSE: 161.87879825371164, MAPE: 27.56% Accuracy for Australia and Product 503: MAE: 9.119328309013849, MSE: 122.67333449866373, MAPE: 20.35% Accuracy for Australia and Product 504: MAE: 12.25143036277126, MSE: 185.42951106775257, MAPE: 40.69% Accuracy for Australia and Product 505: MAE: 17.29153627672552, MSE: 413.26876866393303, MAPE: 32.53% Accuracy for Australia and Product 506: MAE: 10.729388324136332, MSE: 154.61372244135984, MAPE: 25.42% Accuracy for Australia and Product 507: MAE: 9.548083691860104, MSE: 163.27754220001484, MAPE: 39.17% Accuracy for Australia and Product 508: MAE: 17.770615693426855, MSE: 446.36083170580434, MAPE: 42.39% Accuracy for Australia and Product 509: MAE: 8.599218363429747, MSE: 162.86096214757586, MAPE: 17.81% Accuracy for Australia and Product 510: MAE: 11.754611416261389, MSE: 173.85650160715664, MAPE: 47.19% Accuracy for Australia and Product 511: MAE: 18.838302027512434, MSE: 411.7174227752388, MAPE: 53.33% Accuracy for Australia and Product 512: MAE: 10.733492690621961, MSE: 135.41192527566633, MAPE: 24.78% Accuracy for Australia and Product 513: MAE: 12.074402020955857, MSE: 157.49537487166157, MAPE: 29.95% Accuracy for Australia and Product 514: MAE: 13.996075796630228, MSE: 214.30987171584533, MAPE: 50.84% Accuracy for Australia and Product 515: MAE: 9.702324907898511, MSE: 115.23728898114965, MAPE: 24.18% Accuracy for Australia and Product 516: MAE: 11.894441900689737, MSE: 249.05089059198718, MAPE: 27.57% Accuracy for Australia and Product 517: MAE: 19.985073755348886, MSE: 537.2297660096898, MAPE: 759.94% Accuracy for Australia and Product 518: MAE: 13.393981525920955, MSE: 228.31898314211102, MAPE: 165.39% Accuracy for Australia and Product 519: MAE: 7.672351410883591, MSE: 103.9461411036056, MAPE: 24.94% Accuracy for Australia and Product 520: MAE: 12.916141418329241, MSE: 221.69404879480072, MAPE: 110.71% Accuracy for Australia and Product 521: MAE: 5.561838594606327, MSE: 38.905568445707935, MAPE: 13.15% Accuracy for Australia and Product 522: MAE: 17.65198085168715, MSE: 362.40613197891923, MAPE: 77.32% Accuracy for Australia and Product 523: MAE: 8.452769710977538, MSE: 96.97829828440601, MAPE: 24.62% Accuracy for Australia and Product 524: MAE: 17.992047302832088, MSE: 550.9465159231346, MAPE: 88.42% Accuracy for Australia and Product 525: MAE: 12.213026605812683, MSE: 226.64716910753373, MAPE: 58.19% Accuracy for Australia and Product 526: MAE: 11.642320257486146, MSE: 260.3985160432301, MAPE: 42.94% Accuracy for Australia and Product 527: MAE: 25.620565419023524, MSE: 792.8463143654393, MAPE: 84.34% Accuracy for Australia and Product 528: MAE: 14.898700085113234, MSE: 238.5594959593197, MAPE: 46.46% Accuracy for Australia and Product 529: MAE: 16.45829893549887, MSE: 372.4012950655097, MAPE: 55.26% Accuracy for Australia and Product 530: MAE: 18.553801190052734, MSE: 510.3916430151768, MAPE: 71.22% Accuracy for Australia and Product 531: MAE: 10.797830507257919, MSE: 166.69004615541184, MAPE: 24.47% Accuracy for Australia and Product 532: MAE: 8.25652579134782, MSE: 84.30563148408552, MAPE: 18.92% Accuracy for Australia and Product 533: MAE: 13.065282977132767, MSE: 212.92545085775518, MAPE: 27.23% Accuracy for Australia and Product 534: MAE: 19.455762241078624, MSE: 426.1791444127938, MAPE: 57.78% Accuracy for Australia and Product 535: MAE: 16.6413988093241, MSE: 443.932335149709, MAPE: 33.05% Accuracy for Australia and Product 536: MAE: 24.50126707179758, MSE: 871.0117504047372, MAPE: 56.00% Accuracy for Australia and Product 537: MAE: 8.660585411037118, MSE: 91.36649188428711, MAPE: 25.23% Accuracy for Australia and Product 538: MAE: 8.597271803340373, MSE: 88.43776281355059, MAPE: 27.93% Accuracy for Australia and Product 539: MAE: 17.6798426513987, MSE: 542.0255225544272, MAPE: 39.14% Accuracy for Australia and Product 540: MAE: 11.973142494252482, MSE: 252.88827008516714, MAPE: 36.69% Accuracy for Australia and Product 541: MAE: 11.807925626783094, MSE: 177.95382913572317, MAPE: 56.16% Accuracy for Australia and Product 542: MAE: 14.83878263660093, MSE: 316.3504059559617, MAPE: 36.62% Accuracy for Australia and Product 543: MAE: 18.71813059583413, MSE: 384.47973413294926, MAPE: 88.41% Accuracy for Australia and Product 544: MAE: 23.282141756429105, MSE: 898.7977704815883, MAPE: 260.63% Accuracy for Australia and Product 545: MAE: 8.597867583450034, MSE: 121.01057254301811, MAPE: 19.75% Accuracy for Australia and Product 546: MAE: 6.059699155619167, MSE: 50.39347322892585, MAPE: 19.94% Accuracy for Australia and Product 547: MAE: 14.458074318511432, MSE: 370.5589824320012, MAPE: 49.67% Accuracy for Australia and Product 548: MAE: 16.212420341531324, MSE: 406.2102485024705, MAPE: 45.27% Accuracy for Australia and Product 549: MAE: 6.488592392430055, MSE: 76.17915481809112, MAPE: 17.18% Accuracy for Australia and Product 550: MAE: 23.115945429620712, MSE: 605.7316628335888, MAPE: 88.96% Accuracy for Australia and Product 551: MAE: 9.751940840325876, MSE: 192.83564141593294, MAPE: 19.88% Accuracy for Australia and Product 552: MAE: 14.045767467123705, MSE: 293.6567957968583, MAPE: 54.16% Accuracy for Australia and Product 553: MAE: 6.484518938990784, MSE: 56.656686724007386, MAPE: 15.21% Accuracy for Australia and Product 554: MAE: 10.5554649536362, MSE: 124.48242921803401, MAPE: 24.10% Accuracy for Australia and Product 555: MAE: 11.68518160695911, MSE: 208.62630091133465, MAPE: 38.78% Accuracy for Australia and Product 556: MAE: 17.06908999141294, MSE: 392.652984678274, MAPE: 48.40% Accuracy for Australia and Product 557: MAE: 12.368637842916044, MSE: 199.09353269101888, MAPE: 85.80% Accuracy for Australia and Product 558: MAE: 10.858701424829185, MSE: 142.98832739400365, MAPE: 22.51% Accuracy for Australia and Product 559: MAE: 8.55883847323115, MSE: 105.61680752830253, MAPE: 25.75% Accuracy for Australia and Product 560: MAE: 8.357664310353039, MSE: 131.53084950793703, MAPE: 18.55% Accuracy for Australia and Product 561: MAE: 11.930358295384599, MSE: 156.45723394068304, MAPE: 29.61% Accuracy for Australia and Product 562: MAE: 11.08272395308761, MSE: 149.3267326816008, MAPE: 28.89% Accuracy for Australia and Product 563: MAE: 12.540613092921877, MSE: 243.33642580708275, MAPE: 33.77% Accuracy for Australia and Product 564: MAE: 12.114009022898566, MSE: 267.79433616871705, MAPE: 48.53% Accuracy for Australia and Product 565: MAE: 10.726708485967766, MSE: 122.77929837012903, MAPE: 38.49% Accuracy for Australia and Product 566: MAE: 14.028037302551477, MSE: 300.95531633753825, MAPE: 39.07% Accuracy for Australia and Product 567: MAE: 14.412257756669215, MSE: 236.44340650245445, MAPE: 35.98% Accuracy for Australia and Product 568: MAE: 13.0434495343159, MSE: 199.8697641732207, MAPE: 39.40% Accuracy for Australia and Product 569: MAE: 10.153425730948353, MSE: 125.29264959429875, MAPE: 24.52% Accuracy for Australia and Product 570: MAE: 11.729689897000332, MSE: 174.59044700800322, MAPE: 35.77% Accuracy for Australia and Product 571: MAE: 17.00128436259226, MSE: 361.0676679768443, MAPE: 51.87% Accuracy for Australia and Product 572: MAE: 12.84976150817493, MSE: 219.4937490477393, MAPE: 42.40% Accuracy for Australia and Product 573: MAE: 20.515652099227548, MSE: 545.1563471595277, MAPE: 57.91% Accuracy for Australia and Product 574: MAE: 16.11291045636351, MSE: 275.37164987737475, MAPE: 45.89% Accuracy for Australia and Product 575: MAE: 11.770279792161858, MSE: 201.51727323615054, MAPE: 31.23% Accuracy for Australia and Product 576: MAE: 9.792595128404495, MSE: 122.15902947381457, MAPE: 33.54% Accuracy for Australia and Product 577: MAE: 16.268668475555746, MSE: 403.06475215716443, MAPE: 141.00% Accuracy for Australia and Product 578: MAE: 10.648707519054723, MSE: 206.28125540880083, MAPE: 28.77% Accuracy for Australia and Product 579: MAE: 10.496121058613676, MSE: 135.24053611847023, MAPE: 29.05% Accuracy for Australia and Product 580: MAE: 19.528170458350694, MSE: 448.676843126366, MAPE: 82.71% Accuracy for Australia and Product 581: MAE: 10.12462663596723, MSE: 135.4674698144882, MAPE: 29.48% Accuracy for Australia and Product 582: MAE: 7.832365550146659, MSE: 77.65887748917983, MAPE: 27.01% Accuracy for Australia and Product 583: MAE: 13.330862810115018, MSE: 240.59582486320193, MAPE: 29.04% Accuracy for Australia and Product 584: MAE: 12.33565992711905, MSE: 207.65409993627932, MAPE: 41.83% Accuracy for Australia and Product 585: MAE: 11.343432341163565, MSE: 249.41546486182287, MAPE: 41.61% Accuracy for Australia and Product 586: MAE: 4.722491872933108, MSE: 37.026431327302696, MAPE: 13.76% Accuracy for Australia and Product 587: MAE: 14.634718932563862, MSE: 324.80673487111636, MAPE: 65.67% Accuracy for Australia and Product 588: MAE: 7.884298182665925, MSE: 157.60187923892644, MAPE: 15.99% Accuracy for Australia and Product 589: MAE: 9.094739601985333, MSE: 108.57262575583552, MAPE: 34.33% Accuracy for Australia and Product 590: MAE: 14.86087664523426, MSE: 291.93302527649195, MAPE: 40.46% Accuracy for Australia and Product 591: MAE: 22.598279244370968, MSE: 612.2413903471647, MAPE: 59.13% Accuracy for Australia and Product 592: MAE: 10.785969315002905, MSE: 184.2092878295638, MAPE: 43.06% Accuracy for Australia and Product 593: MAE: 12.14536065425646, MSE: 188.5507918728929, MAPE: 40.61% Accuracy for Australia and Product 594: MAE: 4.8328754022454605, MSE: 49.56458493727955, MAPE: 13.13% Accuracy for Australia and Product 595: MAE: 19.516027042736795, MSE: 548.3268817293576, MAPE: 88.37% Accuracy for Australia and Product 596: MAE: 10.249185482965018, MSE: 169.04377045051274, MAPE: 32.82% Accuracy for Australia and Product 597: MAE: 13.229375814593647, MSE: 213.18759859558344, MAPE: 28.93% Accuracy for Australia and Product 598: MAE: 12.921042470811912, MSE: 258.31149114857783, MAPE: 41.12% Accuracy for Australia and Product 599: MAE: 8.614761476625025, MSE: 116.0474502417384, MAPE: 22.39% Accuracy for Australia and Product 600: MAE: 12.386377708280092, MSE: 223.65483350094647, MAPE: 28.09% Accuracy for Australia and Product 601: MAE: 15.74177613894644, MSE: 298.85380397072333, MAPE: 54.90% Accuracy for Australia and Product 602: MAE: 11.826886379408794, MSE: 152.72269164323916, MAPE: 34.60% Accuracy for Australia and Product 603: MAE: 11.957887554727005, MSE: 179.01615630784923, MAPE: 53.00% Accuracy for Australia and Product 604: MAE: 7.970077884219738, MSE: 138.73577578007732, MAPE: 16.19% Accuracy for Australia and Product 605: MAE: 8.81647862761082, MSE: 128.81994543897366, MAPE: 18.52% Accuracy for Australia and Product 606: MAE: 20.16718778730263, MSE: 452.5092909449867, MAPE: 104.31% Accuracy for Australia and Product 607: MAE: 13.845784985515674, MSE: 295.59773809601705, MAPE: 51.46% Accuracy for Australia and Product 608: MAE: 5.889675196718244, MSE: 47.15825470384162, MAPE: 13.17% Accuracy for Australia and Product 609: MAE: 10.247293012600423, MSE: 136.73861530492172, MAPE: 31.14% Accuracy for Australia and Product 610: MAE: 19.335201658528046, MSE: 620.8490815290965, MAPE: 63.51% Accuracy for Australia and Product 611: MAE: 7.863015420333065, MSE: 142.16767459379693, MAPE: 23.22% Accuracy for Australia and Product 612: MAE: 8.551190364167457, MSE: 82.81576991274324, MAPE: 28.96% Accuracy for Australia and Product 613: MAE: 16.204370375481847, MSE: 359.9947242953366, MAPE: 38.05% Accuracy for Australia and Product 614: MAE: 19.745409060133483, MSE: 528.8577067480344, MAPE: 112.95% Accuracy for Australia and Product 615: MAE: 8.792687747500995, MSE: 147.90013167723362, MAPE: 39.59% Accuracy for Australia and Product 616: MAE: 14.655475629586823, MSE: 298.9032832803997, MAPE: 43.89% Accuracy for Australia and Product 617: MAE: 7.763508451994855, MSE: 74.8120449483097, MAPE: 32.27% Accuracy for Australia and Product 618: MAE: 16.58526551891044, MSE: 302.01596387686084, MAPE: 39.86% Accuracy for Australia and Product 619: MAE: 12.025239991634585, MSE: 176.75082629342083, MAPE: 36.44% Accuracy for Australia and Product 620: MAE: 16.102221963301606, MSE: 305.0632593322231, MAPE: 48.28% Accuracy for Australia and Product 621: MAE: 9.679656248813094, MSE: 158.44704896009998, MAPE: 26.33% Accuracy for Australia and Product 622: MAE: 17.71766830975987, MSE: 384.1563795612184, MAPE: 60.21% Accuracy for Australia and Product 623: MAE: 14.483777828993414, MSE: 505.83413941343895, MAPE: 22.86% Accuracy for Australia and Product 624: MAE: 15.848709167730679, MSE: 270.95628461286003, MAPE: 71.98% Accuracy for Australia and Product 625: MAE: 16.045729490685197, MSE: 271.1639466528571, MAPE: 41.38% Accuracy for Australia and Product 626: MAE: 14.820974695947701, MSE: 289.17072427331055, MAPE: 28.70% Accuracy for Australia and Product 627: MAE: 12.730012938907446, MSE: 221.51558092942952, MAPE: 38.64% Accuracy for Australia and Product 628: MAE: 17.055762233882216, MSE: 416.73044544300103, MAPE: 55.98% Accuracy for Australia and Product 629: MAE: 14.063823930358684, MSE: 239.84199211492174, MAPE: 40.80% Accuracy for Australia and Product 630: MAE: 7.762303886558415, MSE: 82.38637445274242, MAPE: 33.22% Accuracy for Australia and Product 631: MAE: 7.687367048060206, MSE: 79.31806654932262, MAPE: 18.50% Accuracy for Australia and Product 632: MAE: 11.658710179132742, MSE: 245.94081866778407, MAPE: 40.08% Accuracy for Australia and Product 633: MAE: 14.408183052494413, MSE: 258.26100282601806, MAPE: 32.93% Accuracy for Australia and Product 634: MAE: 12.57911504389787, MSE: 300.98482830274156, MAPE: 39.36% Accuracy for Australia and Product 635: MAE: 14.383745440459311, MSE: 295.873874206013, MAPE: 31.83% Accuracy for Australia and Product 636: MAE: 9.74598829978089, MSE: 165.2946992790963, MAPE: 31.02% Accuracy for Australia and Product 637: MAE: 12.697575259598676, MSE: 282.6099232922541, MAPE: 47.58% Accuracy for Australia and Product 638: MAE: 17.946042910193547, MSE: 401.61614894920746, MAPE: 126.94% Accuracy for Australia and Product 639: MAE: 17.802191240120386, MSE: 468.1069406629622, MAPE: 105.97% Accuracy for Australia and Product 640: MAE: 17.93925191145853, MSE: 803.2850541853488, MAPE: 80.52% Accuracy for Australia and Product 641: MAE: 8.69741558117822, MSE: 89.73793873144159, MAPE: 27.10% Accuracy for Australia and Product 642: MAE: 16.244995935926987, MSE: 419.91418416023225, MAPE: 41.52% Accuracy for Australia and Product 643: MAE: 17.0370786319008, MSE: 392.93524244381274, MAPE: 65.66% Accuracy for Australia and Product 644: MAE: 13.332931229543949, MSE: 238.78120693512733, MAPE: 27.45% Accuracy for Australia and Product 645: MAE: 12.631032813760921, MSE: 261.9697605304275, MAPE: 57.11% Accuracy for Australia and Product 646: MAE: 15.508195432937924, MSE: 251.46376152865076, MAPE: 29.02% Accuracy for Australia and Product 647: MAE: 6.007090638474201, MSE: 47.62477287491028, MAPE: 28.36% Accuracy for Australia and Product 648: MAE: 13.463341344273251, MSE: 301.7379973632551, MAPE: 70.70% Accuracy for Australia and Product 649: MAE: 19.58376488319821, MSE: 477.99537234596676, MAPE: 78.67% Accuracy for Australia and Product 650: MAE: 14.707113930643999, MSE: 310.4026164133054, MAPE: 43.05% Accuracy for Australia and Product 651: MAE: 7.965775499011369, MSE: 74.18120577222562, MAPE: 27.58% Accuracy for Australia and Product 652: MAE: 19.62314234321765, MSE: 580.8350115902929, MAPE: 68.82% Accuracy for Australia and Product 653: MAE: 13.55395463607876, MSE: 216.34319890151582, MAPE: 39.64% Accuracy for Australia and Product 654: MAE: 19.9892056609499, MSE: 499.4381834660252, MAPE: 64.60% Accuracy for Australia and Product 655: MAE: 17.862523088063796, MSE: 561.8377779574859, MAPE: 103.07% Accuracy for Australia and Product 656: MAE: 15.013137138234237, MSE: 433.9449286636889, MAPE: 39.16% Accuracy for Australia and Product 657: MAE: 7.824150844237377, MSE: 139.95663094592788, MAPE: 59.14% Accuracy for Australia and Product 658: MAE: 9.053343539835058, MSE: 123.81458036157987, MAPE: 16.82% Accuracy for Australia and Product 659: MAE: 13.05514765425691, MSE: 299.8496543166524, MAPE: 36.19% Accuracy for Australia and Product 660: MAE: 9.984001254233643, MSE: 121.95178452654345, MAPE: 50.07% Accuracy for Australia and Product 661: MAE: 20.167413488562392, MSE: 563.2258793738455, MAPE: 90.05% Accuracy for Australia and Product 662: MAE: 20.954516573836685, MSE: 562.6849328046073, MAPE: 66.91% Accuracy for Australia and Product 663: MAE: 6.09420865846391, MSE: 46.33319553841223, MAPE: 13.72% Accuracy for Australia and Product 664: MAE: 13.28901581282027, MSE: 226.95653392728363, MAPE: 29.29% Accuracy for Australia and Product 665: MAE: 11.219666659668915, MSE: 192.21630840868812, MAPE: 43.22% Accuracy for Australia and Product 666: MAE: 15.639705962085738, MSE: 343.734289176841, MAPE: 50.90% Accuracy for Australia and Product 667: MAE: 11.639260069127648, MSE: 257.55292589097155, MAPE: 37.39% Accuracy for Australia and Product 668: MAE: 12.086038210005556, MSE: 200.97369495925508, MAPE: 43.57% Accuracy for Australia and Product 669: MAE: 11.892654168749406, MSE: 191.87301210311722, MAPE: 74.15% Accuracy for Australia and Product 670: MAE: 11.018280201956253, MSE: 217.29084257530798, MAPE: 26.69% Accuracy for Australia and Product 671: MAE: 7.800027626747858, MSE: 156.46891669654923, MAPE: 41.18% Accuracy for Australia and Product 672: MAE: 20.831448978070096, MSE: 584.2486284730901, MAPE: 138.20% Accuracy for Australia and Product 673: MAE: 5.942502857482154, MSE: 50.30303735796274, MAPE: 13.04% Accuracy for Australia and Product 674: MAE: 17.36148098935261, MSE: 337.14260502366534, MAPE: 55.56% Accuracy for Australia and Product 675: MAE: 11.039219485005876, MSE: 243.0727376937838, MAPE: 27.86% Accuracy for Australia and Product 676: MAE: 14.413733752549494, MSE: 273.2372937752567, MAPE: 38.88% Accuracy for Australia and Product 677: MAE: 9.980000041159103, MSE: 164.5628175329828, MAPE: 32.80% Accuracy for Australia and Product 678: MAE: 14.86787200652733, MSE: 361.53851595640174, MAPE: 25.84% Accuracy for Australia and Product 679: MAE: 4.9571226932565535, MSE: 35.73415782208246, MAPE: 14.71% Accuracy for Australia and Product 680: MAE: 12.003764865705472, MSE: 199.91322311878872, MAPE: 44.81% Accuracy for Australia and Product 681: MAE: 15.001302967203548, MSE: 328.89092355328614, MAPE: 51.13% Accuracy for Australia and Product 682: MAE: 9.184524689567152, MSE: 139.97927366869595, MAPE: 41.10% Accuracy for Australia and Product 683: MAE: 13.83162571905664, MSE: 246.2660789026654, MAPE: 40.46% Accuracy for Australia and Product 684: MAE: 14.034357712630259, MSE: 272.5498145756923, MAPE: 30.85% Accuracy for Australia and Product 685: MAE: 5.165658353986066, MSE: 44.22725617074478, MAPE: 14.96% Accuracy for Australia and Product 686: MAE: 19.92203634265898, MSE: 623.3139985252272, MAPE: 38.11% Accuracy for Australia and Product 687: MAE: 14.8322042218418, MSE: 322.7859625047173, MAPE: 73.76% Accuracy for Australia and Product 688: MAE: 11.84627395844987, MSE: 171.05664767708595, MAPE: 33.51% Accuracy for Australia and Product 689: MAE: 17.10920838921663, MSE: 333.4296731624927, MAPE: 43.82% Accuracy for Australia and Product 690: MAE: 8.77626106810399, MSE: 99.57654214405537, MAPE: 38.19% Accuracy for Australia and Product 691: MAE: 11.188836602022159, MSE: 145.39768475824113, MAPE: 27.58% Accuracy for Australia and Product 692: MAE: 17.71847915985757, MSE: 435.14319416786384, MAPE: 91.36% Accuracy for Australia and Product 693: MAE: 9.241677261640577, MSE: 155.83726207459432, MAPE: 25.47% Accuracy for Australia and Product 694: MAE: 14.392375057573322, MSE: 263.05889715360644, MAPE: 35.78% Accuracy for Australia and Product 695: MAE: 17.070314579342046, MSE: 329.16134146746157, MAPE: 41.06% Accuracy for Australia and Product 696: MAE: 8.90354938426983, MSE: 131.50684945306114, MAPE: 22.34% Accuracy for Australia and Product 697: MAE: 12.306462293528963, MSE: 314.26457797889424, MAPE: 60.99% Accuracy for Australia and Product 698: MAE: 13.990895205133162, MSE: 256.9856283028935, MAPE: 49.94% Accuracy for Australia and Product 699: MAE: 9.068672498596126, MSE: 148.55498957100826, MAPE: 32.10% Accuracy for Australia and Product 700: MAE: 9.336437843152144, MSE: 92.189554733644, MAPE: 24.84% Accuracy for Australia and Product 701: MAE: 12.227602985550597, MSE: 323.1782223123047, MAPE: 35.14% Accuracy for Australia and Product 702: MAE: 9.38412919175082, MSE: 156.711521574678, MAPE: 41.42% Accuracy for Australia and Product 703: MAE: 7.438539058136506, MSE: 132.40373646645156, MAPE: 29.61% Accuracy for Australia and Product 704: MAE: 9.735545323708468, MSE: 112.50558607337578, MAPE: 32.69% Accuracy for Australia and Product 705: MAE: 20.57384957628009, MSE: 475.2974281053427, MAPE: 61.73% Accuracy for Australia and Product 706: MAE: 18.054889353995673, MSE: 427.7599329947061, MAPE: 58.25% Accuracy for Australia and Product 707: MAE: 21.43243023505396, MSE: 556.7232440372627, MAPE: 56.48% Accuracy for Australia and Product 708: MAE: 14.3416266504281, MSE: 266.789529825828, MAPE: 33.63% Accuracy for Australia and Product 709: MAE: 10.31680242895916, MSE: 139.86540467122913, MAPE: 25.98% Accuracy for Australia and Product 710: MAE: 13.837085869289485, MSE: 292.402725984435, MAPE: 40.11% Accuracy for Australia and Product 711: MAE: 9.199177332214363, MSE: 108.29633443506388, MAPE: 20.21% Accuracy for Australia and Product 712: MAE: 18.616537945335473, MSE: 536.1047878887802, MAPE: 55.60% Accuracy for Australia and Product 713: MAE: 16.434310697933416, MSE: 423.31119050805563, MAPE: 49.13% Accuracy for Australia and Product 714: MAE: 9.002828469026062, MSE: 136.87846429893995, MAPE: 19.58% Accuracy for Australia and Product 715: MAE: 14.660955886173983, MSE: 289.34172988581196, MAPE: 32.11% Accuracy for Australia and Product 716: MAE: 14.155129566324826, MSE: 271.5663585604184, MAPE: 47.82% Accuracy for Australia and Product 717: MAE: 15.884246079347147, MSE: 368.80102855049955, MAPE: 51.93% Accuracy for Australia and Product 718: MAE: 11.056469040819113, MSE: 210.22546039858767, MAPE: 28.31% Accuracy for Australia and Product 719: MAE: 14.170428859309999, MSE: 244.28392448115724, MAPE: 43.53% Accuracy for Australia and Product 720: MAE: 11.438383953324218, MSE: 217.7543548953222, MAPE: 58.44% Accuracy for Australia and Product 721: MAE: 5.063671380438025, MSE: 35.636852668078994, MAPE: 18.22% Accuracy for Australia and Product 722: MAE: 7.590675296120246, MSE: 72.05738419249084, MAPE: 18.17% Accuracy for Australia and Product 723: MAE: 7.741800294348778, MSE: 72.52105633810278, MAPE: 25.09% Accuracy for Australia and Product 724: MAE: 17.65411113666695, MSE: 398.06972113123777, MAPE: 76.50% Accuracy for Australia and Product 725: MAE: 10.300028499360556, MSE: 148.33012540931242, MAPE: 26.43% Accuracy for Australia and Product 726: MAE: 11.85672588648324, MSE: 263.2112303029406, MAPE: 34.55% Accuracy for Australia and Product 727: MAE: 3.9389061501619667, MSE: 18.564094289551306, MAPE: 11.14% Accuracy for Australia and Product 728: MAE: 12.556494746815362, MSE: 328.87815675271935, MAPE: 43.34% Accuracy for Australia and Product 729: MAE: 14.031249088908572, MSE: 336.78278315784274, MAPE: 59.46% Accuracy for Australia and Product 730: MAE: 14.027899125062302, MSE: 211.26526418916347, MAPE: 45.58% Accuracy for Australia and Product 731: MAE: 14.857423417544013, MSE: 408.81655478459845, MAPE: 27.05% Accuracy for Australia and Product 732: MAE: 6.755490801186594, MSE: 69.66389081870983, MAPE: 21.88% Accuracy for Australia and Product 733: MAE: 8.957296742493318, MSE: 208.58051169384635, MAPE: 17.75% Accuracy for Australia and Product 734: MAE: 10.10070617073073, MSE: 122.0606072810184, MAPE: 26.55% Accuracy for Australia and Product 735: MAE: 13.066940440715843, MSE: 260.0178853069872, MAPE: 55.97% Accuracy for Australia and Product 736: MAE: 18.58805049142778, MSE: 442.0957087464416, MAPE: 49.78% Accuracy for Australia and Product 737: MAE: 11.432757967535684, MSE: 253.39022772892585, MAPE: 17.31% Accuracy for Australia and Product 738: MAE: 12.233337998435061, MSE: 216.2010088453526, MAPE: 32.23% Accuracy for Australia and Product 739: MAE: 20.136180903530736, MSE: 553.3798715702779, MAPE: 54.55% Accuracy for Australia and Product 740: MAE: 13.810086584932094, MSE: 211.51146064631604, MAPE: 62.99% Accuracy for Australia and Product 741: MAE: 19.13288705902339, MSE: 537.6801154883634, MAPE: 72.18% Accuracy for Australia and Product 742: MAE: 18.663089565332207, MSE: 443.39682119622586, MAPE: 53.76% Accuracy for Australia and Product 743: MAE: 8.641716414488169, MSE: 83.13143353591087, MAPE: 23.79% Accuracy for Australia and Product 744: MAE: 17.177554447644713, MSE: 420.3668290272687, MAPE: 52.79% Accuracy for Australia and Product 745: MAE: 19.353228478030584, MSE: 530.8495974185473, MAPE: 45.59% Accuracy for Australia and Product 746: MAE: 19.080608480386644, MSE: 469.2989589457193, MAPE: 65.53% Accuracy for Australia and Product 747: MAE: 16.4239604961244, MSE: 435.941603350729, MAPE: 32.24% Accuracy for Australia and Product 748: MAE: 23.02403072776869, MSE: 770.4239714548441, MAPE: 43.11% Accuracy for Australia and Product 749: MAE: 15.723533473491482, MSE: 377.8303781966076, MAPE: 170.29% Accuracy for Australia and Product 750: MAE: 9.816603010092804, MSE: 111.76378702086063, MAPE: 23.85% Accuracy for Australia and Product 751: MAE: 12.732763033774608, MSE: 219.8515204054018, MAPE: 47.16% Accuracy for Australia and Product 752: MAE: 14.040836578089905, MSE: 213.85471643603424, MAPE: 68.00% Accuracy for Australia and Product 753: MAE: 18.871810626738053, MSE: 574.2695258148512, MAPE: 98.40% Accuracy for Australia and Product 754: MAE: 17.739953094310874, MSE: 430.53970461428787, MAPE: 40.27% Accuracy for Australia and Product 755: MAE: 13.85552632635887, MSE: 406.59132004577515, MAPE: 668.24% Accuracy for Australia and Product 756: MAE: 17.13810444125871, MSE: 346.44529253580464, MAPE: 45.05% Accuracy for Australia and Product 757: MAE: 14.581813189208003, MSE: 340.60987825494084, MAPE: 55.39% Accuracy for Australia and Product 758: MAE: 13.593861737353773, MSE: 251.44234796791744, MAPE: 67.12% Accuracy for Australia and Product 759: MAE: 6.620031296735031, MSE: 73.51918860878243, MAPE: 12.44% Accuracy for Australia and Product 760: MAE: 19.976931973879385, MSE: 762.2835616115415, MAPE: 84.38% Accuracy for Australia and Product 761: MAE: 22.28793625179773, MSE: 536.0886293615557, MAPE: 51.83% Accuracy for Australia and Product 762: MAE: 9.027694170979515, MSE: 154.36599901506082, MAPE: 30.59% Accuracy for Australia and Product 763: MAE: 12.935333609450021, MSE: 207.5216177825376, MAPE: 30.89% Accuracy for Australia and Product 764: MAE: 19.24033101092862, MSE: 497.633300093729, MAPE: 60.55% Accuracy for Australia and Product 765: MAE: 13.006003687887741, MSE: 227.16201621600038, MAPE: 34.48% Accuracy for Australia and Product 766: MAE: 12.48137794762624, MSE: 216.02917390341668, MAPE: 29.24% Accuracy for Australia and Product 767: MAE: 8.528310639505865, MSE: 91.68824019694266, MAPE: 27.09% Accuracy for Australia and Product 768: MAE: 12.626571891154999, MSE: 215.23376430496015, MAPE: 96.29% Accuracy for Australia and Product 769: MAE: 8.280787385563427, MSE: 179.33221610497043, MAPE: 33.81% Accuracy for Australia and Product 770: MAE: 13.882453750870445, MSE: 225.5602635309293, MAPE: 36.33% Accuracy for Australia and Product 771: MAE: 12.427315077657834, MSE: 287.1310614481947, MAPE: 56.60% Accuracy for Australia and Product 772: MAE: 13.8966579642503, MSE: 299.72729059159434, MAPE: 42.19% Accuracy for Australia and Product 773: MAE: 9.655794792869823, MSE: 146.85422441222067, MAPE: 21.35% Accuracy for Australia and Product 774: MAE: 20.08085414652351, MSE: 481.2598897317456, MAPE: 58.18% Accuracy for Australia and Product 775: MAE: 12.226966965539987, MSE: 165.82323913662316, MAPE: 38.99% Accuracy for Australia and Product 776: MAE: 21.14046087809636, MSE: 558.2961041033077, MAPE: 119.67% Accuracy for Australia and Product 777: MAE: 17.03662654424431, MSE: 378.4292908032372, MAPE: 47.35% Accuracy for Australia and Product 778: MAE: 12.387896066070027, MSE: 253.76802976708527, MAPE: 38.31% Accuracy for Australia and Product 779: MAE: 11.836884925961273, MSE: 184.64911367791416, MAPE: 30.76% Accuracy for Australia and Product 780: MAE: 16.721912498257705, MSE: 330.463723243441, MAPE: 37.54% Accuracy for Australia and Product 781: MAE: 12.303248340125723, MSE: 262.67828657713164, MAPE: 23.95% Accuracy for Australia and Product 782: MAE: 14.929476767368618, MSE: 253.81862270093717, MAPE: 49.90% Accuracy for Australia and Product 783: MAE: 15.334366602103454, MSE: 326.8676896460769, MAPE: 47.24% Accuracy for Australia and Product 784: MAE: 9.942532945721863, MSE: 128.63022489710576, MAPE: 25.15% Accuracy for Australia and Product 785: MAE: 13.91634468390744, MSE: 311.8616534188097, MAPE: 54.57% Accuracy for Australia and Product 786: MAE: 19.561138977624957, MSE: 431.3592309297921, MAPE: 89.67% Accuracy for Australia and Product 787: MAE: 16.276846666105932, MSE: 326.26265742935095, MAPE: 63.99% Accuracy for Australia and Product 788: MAE: 18.254001996284433, MSE: 574.5117713129566, MAPE: 38.19% Accuracy for Australia and Product 789: MAE: 14.951358851855446, MSE: 277.78535227931354, MAPE: 40.57% Accuracy for Australia and Product 790: MAE: 5.309912938053314, MSE: 45.4307363317199, MAPE: 22.29% Accuracy for Australia and Product 791: MAE: 22.05227389703567, MSE: 570.5723491400006, MAPE: 193.08% Accuracy for Australia and Product 792: MAE: 12.39328659254316, MSE: 258.76982282985483, MAPE: 84.66% Accuracy for Australia and Product 793: MAE: 15.4396204484058, MSE: 282.13267376756346, MAPE: 42.99% Accuracy for Australia and Product 794: MAE: 13.810604971743032, MSE: 251.24682042975843, MAPE: 56.18% Accuracy for Australia and Product 795: MAE: 15.450022233008585, MSE: 279.70409659260497, MAPE: 40.99% Accuracy for Australia and Product 796: MAE: 15.949795560065667, MSE: 292.4674356861885, MAPE: 54.57% Accuracy for Australia and Product 797: MAE: 12.62248542765289, MSE: 212.33642985620153, MAPE: 45.29% Accuracy for Australia and Product 798: MAE: 8.398040955871775, MSE: 110.32721807881077, MAPE: 33.79% Accuracy for Australia and Product 799: MAE: 7.70320371520032, MSE: 88.5941360268356, MAPE: 21.51% Accuracy for Australia and Product 800: MAE: 16.143992964158947, MSE: 343.02539822530684, MAPE: 62.46% Accuracy for Australia and Product 801: MAE: 17.889301776608512, MSE: 435.4690590004043, MAPE: 85.27% Accuracy for Australia and Product 802: MAE: 11.488752245299448, MSE: 141.43120584271188, MAPE: 33.54% Accuracy for Australia and Product 803: MAE: 6.681861184333201, MSE: 60.46393259175328, MAPE: 30.53% Accuracy for Australia and Product 804: MAE: 6.1747843047692825, MSE: 116.97907572059103, MAPE: 29.99% Accuracy for Australia and Product 805: MAE: 16.492989865554797, MSE: 451.04162277209497, MAPE: 60.56% Accuracy for Australia and Product 806: MAE: 10.811834371647642, MSE: 176.9640434298239, MAPE: 39.62% Accuracy for Australia and Product 807: MAE: 10.568380952110548, MSE: 122.56450137552906, MAPE: 56.25% Accuracy for Australia and Product 808: MAE: 12.431902824335712, MSE: 279.80140724569304, MAPE: 32.49% Accuracy for Australia and Product 809: MAE: 12.850476329435804, MSE: 229.88071323483874, MAPE: 31.34% Accuracy for Australia and Product 810: MAE: 9.562565647688439, MSE: 127.357407900056, MAPE: 31.22% Accuracy for Australia and Product 811: MAE: 7.252059279692442, MSE: 81.21167656921794, MAPE: 16.14% Accuracy for Australia and Product 812: MAE: 15.920010875207362, MSE: 391.31731869964733, MAPE: 66.07% Accuracy for Australia and Product 813: MAE: 5.364186725273814, MSE: 36.75942855840361, MAPE: 10.60% Accuracy for Australia and Product 814: MAE: 10.456407132428575, MSE: 144.19286837923522, MAPE: 36.84% Accuracy for Australia and Product 815: MAE: 16.201342375599456, MSE: 410.04271467734645, MAPE: 87.29% Accuracy for Australia and Product 816: MAE: 10.08299523027237, MSE: 118.36912863119014, MAPE: 23.40% Accuracy for Australia and Product 817: MAE: 18.76871181972666, MSE: 433.85873637532933, MAPE: 59.61% Accuracy for Australia and Product 818: MAE: 8.502749205508815, MSE: 90.80886346041787, MAPE: 44.14% Accuracy for Australia and Product 819: MAE: 9.468839981744498, MSE: 197.4357242769774, MAPE: 32.78% Accuracy for Australia and Product 820: MAE: 13.758456088161967, MSE: 314.62133869697004, MAPE: 62.27% Accuracy for Australia and Product 821: MAE: 13.335915406447322, MSE: 263.44637797526696, MAPE: 40.86% Accuracy for Australia and Product 822: MAE: 12.80459383683666, MSE: 309.0741118886225, MAPE: 24.56% Accuracy for Australia and Product 823: MAE: 17.70911677208833, MSE: 429.57024560630805, MAPE: 39.71% Accuracy for Australia and Product 824: MAE: 9.286504918041558, MSE: 135.4553129482545, MAPE: 21.31% Accuracy for Australia and Product 825: MAE: 16.636275421452936, MSE: 380.06456567870913, MAPE: 43.86% Accuracy for Australia and Product 826: MAE: 14.465310712451465, MSE: 475.50839366397685, MAPE: 29.56% Accuracy for Australia and Product 827: MAE: 19.51836781698771, MSE: 452.33431311255544, MAPE: 43.48% Accuracy for Australia and Product 828: MAE: 19.584509737284453, MSE: 822.9189500207871, MAPE: 48.49% Accuracy for Australia and Product 829: MAE: 9.37559358259711, MSE: 107.9842202227832, MAPE: 22.43% Accuracy for Australia and Product 830: MAE: 14.188911149837088, MSE: 425.28730594803784, MAPE: 25.76% Accuracy for Australia and Product 831: MAE: 7.79462708526182, MSE: 88.33269524813207, MAPE: 19.04% Accuracy for Australia and Product 832: MAE: 16.076194901211473, MSE: 309.23036737601285, MAPE: 68.46% Accuracy for Australia and Product 833: MAE: 11.413324030458757, MSE: 164.73990130676012, MAPE: 52.20% Accuracy for Australia and Product 834: MAE: 16.201501802500218, MSE: 364.81540115210163, MAPE: 38.79% Accuracy for Australia and Product 835: MAE: 11.464160946786015, MSE: 256.19241414151765, MAPE: 42.66% Accuracy for Australia and Product 836: MAE: 14.973473329657526, MSE: 355.44214977039115, MAPE: 24.67% Accuracy for Australia and Product 837: MAE: 7.5470835954306805, MSE: 87.71399574555612, MAPE: 27.80% Accuracy for Australia and Product 838: MAE: 7.06655412832678, MSE: 95.67890545928232, MAPE: 34.54% Accuracy for Australia and Product 839: MAE: 11.547725619090905, MSE: 170.92568062593767, MAPE: 31.98% Accuracy for Australia and Product 840: MAE: 11.766425938649547, MSE: 184.14158749928896, MAPE: 28.94% Accuracy for Australia and Product 841: MAE: 12.664992438358727, MSE: 186.12246807276887, MAPE: 55.15% Accuracy for Australia and Product 842: MAE: 12.3614212362294, MSE: 230.13361884092848, MAPE: 35.20% Accuracy for Australia and Product 843: MAE: 6.431940072333329, MSE: 50.703128694431975, MAPE: 18.23% Accuracy for Australia and Product 844: MAE: 14.852644004139801, MSE: 229.9197626368992, MAPE: 44.27% Accuracy for Australia and Product 845: MAE: 21.272187323354366, MSE: 655.8877253268939, MAPE: 89.72% Accuracy for Australia and Product 846: MAE: 21.27805566045165, MSE: 465.6535563858515, MAPE: 70.64% Accuracy for Australia and Product 847: MAE: 9.760080309826023, MSE: 104.96832585572542, MAPE: 37.69% Accuracy for Australia and Product 848: MAE: 16.942041850466556, MSE: 423.000464454914, MAPE: 46.16% Accuracy for Australia and Product 849: MAE: 13.172376089216026, MSE: 253.84227372567585, MAPE: 31.67% Accuracy for Australia and Product 850: MAE: 11.534817606183974, MSE: 268.82753856796654, MAPE: 44.05% Accuracy for Australia and Product 851: MAE: 12.262010536925546, MSE: 238.7464810330216, MAPE: 31.54% Accuracy for Australia and Product 852: MAE: 19.44476692761048, MSE: 414.5217795816441, MAPE: 53.36% Accuracy for Australia and Product 853: MAE: 12.217621203932186, MSE: 210.29810020514606, MAPE: 35.51% Accuracy for Australia and Product 854: MAE: 17.522242378616482, MSE: 409.2652336836185, MAPE: 35.34% Accuracy for Australia and Product 855: MAE: 26.17766684831522, MSE: 766.9874099199957, MAPE: 79.08% Accuracy for Australia and Product 856: MAE: 14.310300056527797, MSE: 242.71182257394648, MAPE: 35.44% Accuracy for Australia and Product 857: MAE: 4.419712427034014, MSE: 30.167782151894603, MAPE: 10.18% Accuracy for Australia and Product 858: MAE: 12.524501639086337, MSE: 197.30805453149452, MAPE: 32.11% Accuracy for Australia and Product 859: MAE: 10.692134351334348, MSE: 208.17389107748244, MAPE: 48.51% Accuracy for Australia and Product 860: MAE: 13.956535855084809, MSE: 300.7692362678877, MAPE: 41.08% Accuracy for Australia and Product 861: MAE: 13.257033238798574, MSE: 289.95515990126177, MAPE: 51.06% Accuracy for Australia and Product 862: MAE: 6.799446258278863, MSE: 59.70361827541966, MAPE: 21.25% Accuracy for Australia and Product 863: MAE: 24.443712508070163, MSE: 638.6122695808981, MAPE: 57.31% Accuracy for Australia and Product 864: MAE: 18.785600947460225, MSE: 429.83159223937344, MAPE: 62.58% Accuracy for Australia and Product 865: MAE: 17.021350338926034, MSE: 404.66731892797634, MAPE: 89.63% Accuracy for Australia and Product 866: MAE: 9.792736817488644, MSE: 148.70503855971572, MAPE: 36.24% Accuracy for Australia and Product 867: MAE: 8.691098131298922, MSE: 161.7082108874123, MAPE: 25.07% Accuracy for Australia and Product 868: MAE: 16.70672942981404, MSE: 327.138516477036, MAPE: 65.10% Accuracy for Australia and Product 869: MAE: 10.902782467659053, MSE: 179.07177132879346, MAPE: 26.42% Accuracy for Australia and Product 870: MAE: 13.640415291783464, MSE: 284.42983152402684, MAPE: 77.29% Accuracy for Australia and Product 871: MAE: 10.566665585168558, MSE: 186.95939223024146, MAPE: 25.24% Accuracy for Australia and Product 872: MAE: 16.09882770997386, MSE: 344.8894771985696, MAPE: 36.12% Accuracy for Australia and Product 873: MAE: 16.689420753007767, MSE: 369.0833592961391, MAPE: 42.68% Accuracy for Australia and Product 874: MAE: 8.947138344978834, MSE: 217.4646072752274, MAPE: 20.62% Accuracy for Australia and Product 875: MAE: 10.614085115131385, MSE: 267.9146735905649, MAPE: 184.40% Accuracy for Australia and Product 876: MAE: 15.989954276605138, MSE: 276.01361308630754, MAPE: 35.64% Accuracy for Australia and Product 877: MAE: 15.980306075353315, MSE: 361.06532701517784, MAPE: 38.45% Accuracy for Australia and Product 878: MAE: 10.489010444675523, MSE: 158.22690398988374, MAPE: 38.60% Accuracy for Australia and Product 879: MAE: 6.459482753341942, MSE: 82.72260867294389, MAPE: 13.59% Accuracy for Australia and Product 880: MAE: 17.296899241222924, MSE: 396.8035543472676, MAPE: 44.52% Accuracy for Australia and Product 881: MAE: 18.180327679453256, MSE: 475.6578193503249, MAPE: 57.77% Accuracy for Australia and Product 882: MAE: 17.75398100086108, MSE: 407.6968702875059, MAPE: 73.21% Accuracy for Australia and Product 883: MAE: 12.062320666882266, MSE: 188.2458991782356, MAPE: 32.48% Accuracy for Australia and Product 884: MAE: 11.778608803862436, MSE: 150.80315050925606, MAPE: 50.02% Accuracy for Australia and Product 885: MAE: 14.695468454643528, MSE: 305.4081883438736, MAPE: 25.61% Accuracy for Australia and Product 886: MAE: 9.244651556091496, MSE: 116.96560375820737, MAPE: 28.67% Accuracy for Australia and Product 887: MAE: 16.023385402317295, MSE: 344.2098683730737, MAPE: 152.46% Accuracy for Australia and Product 888: MAE: 21.319414329886293, MSE: 614.7362820942427, MAPE: 74.48% Accuracy for Australia and Product 889: MAE: 11.776346844725847, MSE: 200.77510883237693, MAPE: 25.56% Accuracy for Australia and Product 890: MAE: 16.60405355092219, MSE: 615.3908298899627, MAPE: 66.76% Accuracy for Australia and Product 891: MAE: 12.853975492542776, MSE: 322.42549016651884, MAPE: 145.90% Accuracy for Australia and Product 892: MAE: 10.932038224952986, MSE: 167.07047927793369, MAPE: 22.96% Accuracy for Australia and Product 893: MAE: 10.51702536416319, MSE: 181.37459185866788, MAPE: 22.43% Accuracy for Australia and Product 894: MAE: 12.288209871116122, MSE: 200.0839470349935, MAPE: 48.33% Accuracy for Australia and Product 895: MAE: 11.393187000056978, MSE: 258.8012355729444, MAPE: 23.94% Accuracy for Australia and Product 896: MAE: 13.299954523637183, MSE: 225.6219097916759, MAPE: 49.46% Accuracy for Australia and Product 897: MAE: 18.193256967274475, MSE: 421.8661682269241, MAPE: 59.65% Accuracy for Australia and Product 898: MAE: 9.295099820318047, MSE: 106.81568470195222, MAPE: 30.20% Accuracy for Australia and Product 899: MAE: 10.45135931017995, MSE: 126.30487819297028, MAPE: 31.01% Accuracy for Australia and Product 900: MAE: 13.457990075958723, MSE: 278.7765670488252, MAPE: 41.56% Accuracy for Australia and Product 901: MAE: 19.388150912137654, MSE: 525.1334437961432, MAPE: 60.78% Accuracy for Australia and Product 902: MAE: 14.72158405948672, MSE: 273.7427706630584, MAPE: 50.63% Accuracy for Australia and Product 903: MAE: 11.892081880023364, MSE: 201.50972604057478, MAPE: 58.11% Accuracy for Australia and Product 904: MAE: 5.74006229528585, MSE: 39.86917190842437, MAPE: 13.90% Accuracy for Australia and Product 905: MAE: 7.562943733246334, MSE: 91.91140658380252, MAPE: 32.34% Accuracy for Australia and Product 906: MAE: 12.007398395973626, MSE: 216.81014154591963, MAPE: 74.13% Accuracy for Australia and Product 907: MAE: 17.633955790821567, MSE: 349.31332526746303, MAPE: 85.61% Accuracy for Australia and Product 908: MAE: 16.74329309653165, MSE: 326.40740238661704, MAPE: 95.60% Accuracy for Australia and Product 909: MAE: 12.313431890339348, MSE: 175.01143791421387, MAPE: 32.05% Accuracy for Australia and Product 910: MAE: 15.40409029703651, MSE: 281.2823917435712, MAPE: 38.13% Accuracy for Australia and Product 911: MAE: 12.10868253214636, MSE: 291.5178717075097, MAPE: 25.22% Accuracy for Australia and Product 912: MAE: 9.726190036807857, MSE: 139.9562748761033, MAPE: 30.14% Accuracy for Australia and Product 913: MAE: 10.20306380467564, MSE: 159.61340604146048, MAPE: 23.33% Accuracy for Australia and Product 914: MAE: 9.621578223594884, MSE: 163.51244092815455, MAPE: 20.14% Accuracy for Australia and Product 915: MAE: 12.458750342776991, MSE: 225.554814359082, MAPE: 29.86% Accuracy for Australia and Product 916: MAE: 19.03464728618072, MSE: 431.28462671503775, MAPE: 84.22% Accuracy for Australia and Product 917: MAE: 7.580411258609348, MSE: 110.50214394617213, MAPE: 17.11% Accuracy for Australia and Product 918: MAE: 21.5476770315255, MSE: 569.2757677263013, MAPE: 99.20% Accuracy for Australia and Product 919: MAE: 17.428410496931104, MSE: 383.3343390258727, MAPE: 38.88% Accuracy for Australia and Product 920: MAE: 9.49124937270426, MSE: 136.29895547495383, MAPE: 23.93% Accuracy for Australia and Product 921: MAE: 14.878661494618248, MSE: 327.0161776857333, MAPE: 38.62% Accuracy for Australia and Product 922: MAE: 6.669307863089888, MSE: 74.06178913034343, MAPE: 19.50% Accuracy for Australia and Product 923: MAE: 18.86539706807485, MSE: 486.81085873510517, MAPE: 79.57% Accuracy for Australia and Product 924: MAE: 13.803526622757904, MSE: 219.76768646429704, MAPE: 41.48% Accuracy for Australia and Product 925: MAE: 8.690744205758836, MSE: 152.66196341362033, MAPE: 21.84% Accuracy for Australia and Product 926: MAE: 10.972931633275062, MSE: 248.8778993226997, MAPE: 25.69% Accuracy for Australia and Product 927: MAE: 13.675695350915328, MSE: 248.72541781870208, MAPE: 52.93% Accuracy for Australia and Product 928: MAE: 12.876099142126458, MSE: 203.2740104212331, MAPE: 25.14% Accuracy for Australia and Product 929: MAE: 6.243566407181655, MSE: 70.13651478931209, MAPE: 15.12% Accuracy for Australia and Product 930: MAE: 15.000569676444997, MSE: 411.67531708635545, MAPE: 34.29% Accuracy for Australia and Product 931: MAE: 10.987947629987003, MSE: 257.117216980508, MAPE: 24.77% Accuracy for Australia and Product 932: MAE: 15.811187758986204, MSE: 322.2562359418737, MAPE: 35.95% Accuracy for Australia and Product 933: MAE: 15.645132447152795, MSE: 309.58327464007755, MAPE: 91.15% Accuracy for Australia and Product 934: MAE: 15.52577050826503, MSE: 295.99391174552545, MAPE: 40.37% Accuracy for Australia and Product 935: MAE: 6.214004789949551, MSE: 73.0390911912896, MAPE: 22.72% Accuracy for Australia and Product 936: MAE: 19.78109080106869, MSE: 754.6974382570615, MAPE: 30.74% Accuracy for Australia and Product 937: MAE: 10.137164328507188, MSE: 153.84850884270412, MAPE: 26.76% Accuracy for Australia and Product 938: MAE: 10.172268840367485, MSE: 234.12218369572435, MAPE: 19.86% Accuracy for Australia and Product 939: MAE: 13.621487558852044, MSE: 300.9054823331674, MAPE: 78.04% Accuracy for Australia and Product 940: MAE: 8.608624129580425, MSE: 126.35389668767134, MAPE: 24.67% Accuracy for Australia and Product 941: MAE: 14.351878895866031, MSE: 225.4105711558572, MAPE: 46.80% Accuracy for Australia and Product 942: MAE: 10.670887010037024, MSE: 185.1317802754297, MAPE: 17.96% Accuracy for Australia and Product 943: MAE: 19.994446520453245, MSE: 460.29704573234886, MAPE: 114.87% Accuracy for Australia and Product 944: MAE: 14.530268947934326, MSE: 314.425336264735, MAPE: 59.08% Accuracy for Australia and Product 945: MAE: 11.113519189569454, MSE: 150.03029489558088, MAPE: 33.14% Accuracy for Australia and Product 946: MAE: 9.659946766404042, MSE: 114.43911570039083, MAPE: 29.25% Accuracy for Australia and Product 947: MAE: 19.82089697122365, MSE: 478.5089523339446, MAPE: 58.44% Accuracy for Australia and Product 948: MAE: 18.356065518270935, MSE: 369.64080547430586, MAPE: 58.29% Accuracy for Australia and Product 949: MAE: 11.05278224073644, MSE: 233.43300853832108, MAPE: 38.85% Accuracy for Australia and Product 950: MAE: 19.267223155982215, MSE: 533.1584128846192, MAPE: 59.89% Accuracy for Australia and Product 951: MAE: 10.449562351295235, MSE: 155.4679214215993, MAPE: 29.99% Accuracy for Australia and Product 952: MAE: 14.477130611971074, MSE: 302.59737267579993, MAPE: 127.81% Accuracy for Australia and Product 953: MAE: 17.298853648576983, MSE: 374.20951880209185, MAPE: 37.32% Accuracy for Australia and Product 954: MAE: 10.53199663779534, MSE: 147.41332473062647, MAPE: 35.52% Accuracy for Australia and Product 955: MAE: 6.694609436424011, MSE: 59.579911556282624, MAPE: 18.29% Accuracy for Australia and Product 956: MAE: 9.113347553172876, MSE: 116.65369229531063, MAPE: 28.14% Accuracy for Australia and Product 957: MAE: 12.104760744716206, MSE: 176.12327645204687, MAPE: 40.89% Accuracy for Australia and Product 958: MAE: 12.772172516384893, MSE: 237.65731438006324, MAPE: 59.86% Accuracy for Australia and Product 959: MAE: 4.002997030628967, MSE: 19.686802193746114, MAPE: 8.95% Accuracy for Australia and Product 960: MAE: 5.284623120202738, MSE: 47.44025453839954, MAPE: 15.18% Accuracy for Australia and Product 961: MAE: 11.77992033358734, MSE: 186.8532331859175, MAPE: 36.90% Accuracy for Australia and Product 962: MAE: 18.047879047719878, MSE: 407.48056481914955, MAPE: 55.91% Accuracy for Australia and Product 963: MAE: 12.491511441872706, MSE: 310.04306731961384, MAPE: 43.89% Accuracy for Australia and Product 964: MAE: 10.80072288414279, MSE: 191.27121695086893, MAPE: 29.27% Accuracy for Australia and Product 965: MAE: 9.117855491385402, MSE: 150.3559389774153, MAPE: 43.08% Accuracy for Australia and Product 966: MAE: 18.650550690019248, MSE: 501.20528969209573, MAPE: 67.17% Accuracy for Australia and Product 967: MAE: 20.048951644433792, MSE: 490.516338961978, MAPE: 58.76% Accuracy for Australia and Product 968: MAE: 9.724074947957083, MSE: 127.64857673941462, MAPE: 36.53% Accuracy for Australia and Product 969: MAE: 17.240471885028068, MSE: 429.2989628564684, MAPE: 38.76% Accuracy for Australia and Product 970: MAE: 8.193539105231583, MSE: 155.61870223922443, MAPE: 18.03% Accuracy for Australia and Product 971: MAE: 10.708067268812318, MSE: 162.616905201958, MAPE: 27.07% Accuracy for Australia and Product 972: MAE: 10.161642198185879, MSE: 173.86977832104682, MAPE: 41.51% Accuracy for Australia and Product 973: MAE: 6.253557985210395, MSE: 87.55452103762309, MAPE: 11.48% Accuracy for Australia and Product 974: MAE: 19.750534019839044, MSE: 805.8691810433966, MAPE: 94.56% Accuracy for Australia and Product 975: MAE: 13.862861608402278, MSE: 236.596914860003, MAPE: 39.44% Accuracy for Australia and Product 976: MAE: 12.752749389915309, MSE: 232.53995453094882, MAPE: 92.04% Accuracy for Australia and Product 977: MAE: 11.908058359990445, MSE: 179.70464568994552, MAPE: 28.14% Accuracy for Australia and Product 978: MAE: 14.27011271223933, MSE: 316.13381644343616, MAPE: 37.25% Accuracy for Australia and Product 979: MAE: 9.787616923282844, MSE: 242.7678821292083, MAPE: 19.15% Accuracy for Australia and Product 980: MAE: 11.162232594068824, MSE: 161.17046479495997, MAPE: 57.49% Accuracy for Australia and Product 981: MAE: 7.62919228706829, MSE: 118.71137957013175, MAPE: 19.24% Accuracy for Australia and Product 982: MAE: 11.93444581273241, MSE: 158.75234480710168, MAPE: 40.49% Accuracy for Australia and Product 983: MAE: 13.484086219765237, MSE: 249.37943770140387, MAPE: 57.31% Accuracy for Australia and Product 984: MAE: 15.912815845879361, MSE: 365.2533315936427, MAPE: 54.27% Accuracy for Australia and Product 985: MAE: 14.043193379742126, MSE: 245.5538659727622, MAPE: 51.99% Accuracy for Australia and Product 986: MAE: 10.313372796422094, MSE: 144.2531124761726, MAPE: 39.17% Accuracy for Australia and Product 987: MAE: 9.197352167436392, MSE: 117.95797096455499, MAPE: 21.59% Accuracy for Australia and Product 988: MAE: 11.278874925268235, MSE: 140.8294102900548, MAPE: 27.57% Accuracy for Australia and Product 989: MAE: 9.271978025751306, MSE: 129.36452852455744, MAPE: 22.32% Accuracy for Australia and Product 990: MAE: 17.971779193566086, MSE: 409.544191577811, MAPE: 60.31% Accuracy for Australia and Product 991: MAE: 7.5536626521653005, MSE: 91.13185673348596, MAPE: 25.34% Accuracy for Australia and Product 992: MAE: 11.583177619248334, MSE: 175.50372073718083, MAPE: 33.71% Accuracy for Australia and Product 993: MAE: 12.101819041873933, MSE: 187.83440296726576, MAPE: 44.14% Accuracy for Australia and Product 994: MAE: 10.244125079212221, MSE: 135.9902118105959, MAPE: 20.35% Accuracy for Australia and Product 995: MAE: 15.118904327539042, MSE: 372.9735978459616, MAPE: 48.42% Accuracy for Australia and Product 996: MAE: 6.854273210154005, MSE: 96.87963064533683, MAPE: 30.41% Accuracy for Australia and Product 997: MAE: 13.979924871166308, MSE: 220.34020891153045, MAPE: 42.34% Accuracy for Australia and Product 998: MAE: 13.929086049693655, MSE: 252.1838525914164, MAPE: 42.43% Accuracy for Australia and Product 999: MAE: 13.270612027312882, MSE: 226.62761591626798, MAPE: 44.21% Accuracy for Europe and Product 100: MAE: 13.562984598059256, MSE: 267.615416480421, MAPE: 33.86% Accuracy for Europe and Product 101: MAE: 11.13273930960849, MSE: 178.5777353624488, MAPE: 30.54% Accuracy for Europe and Product 102: MAE: 18.016960571149447, MSE: 489.1712197335613, MAPE: 96.54% Accuracy for Europe and Product 103: MAE: 19.7316229417924, MSE: 582.6958347846576, MAPE: 181.28% Accuracy for Europe and Product 104: MAE: 8.814019334111913, MSE: 124.38995310094438, MAPE: 31.27% Accuracy for Europe and Product 105: MAE: 13.727843924739199, MSE: 211.7718473828716, MAPE: 57.90% Accuracy for Europe and Product 106: MAE: 15.852838888420582, MSE: 310.37694708223745, MAPE: 41.68% Accuracy for Europe and Product 107: MAE: 7.752797856214519, MSE: 81.90178678996871, MAPE: 22.45% Accuracy for Europe and Product 108: MAE: 7.677905652920498, MSE: 70.85480655053527, MAPE: 22.04% Accuracy for Europe and Product 109: MAE: 6.476346371903522, MSE: 69.69580183540305, MAPE: 12.34% Accuracy for Europe and Product 110: MAE: 8.662260521699686, MSE: 80.47893542776615, MAPE: 20.33% Accuracy for Europe and Product 111: MAE: 8.504738320981152, MSE: 109.02834212800065, MAPE: 31.90% Accuracy for Europe and Product 112: MAE: 20.538017284469625, MSE: 769.4441128727482, MAPE: 38.55% Accuracy for Europe and Product 113: MAE: 10.036425478205995, MSE: 173.73906809348082, MAPE: 23.00% Accuracy for Europe and Product 114: MAE: 6.770357872658653, MSE: 61.39828727346114, MAPE: 15.23% Accuracy for Europe and Product 115: MAE: 14.351520414734527, MSE: 286.6515825064006, MAPE: 52.50% Accuracy for Europe and Product 116: MAE: 16.65135760573028, MSE: 392.3135551355933, MAPE: 45.29% Accuracy for Europe and Product 117: MAE: 14.451248774291454, MSE: 422.5459827886405, MAPE: 23.87% Accuracy for Europe and Product 118: MAE: 12.400064110059024, MSE: 226.80376059413788, MAPE: 31.70% Accuracy for Europe and Product 119: MAE: 10.56185625643154, MSE: 133.02296348027647, MAPE: 37.54% Accuracy for Europe and Product 120: MAE: 12.229040028704011, MSE: 216.08391890234287, MAPE: 29.05% Accuracy for Europe and Product 121: MAE: 12.834729622857557, MSE: 204.79890192011527, MAPE: 49.53% Accuracy for Europe and Product 122: MAE: 14.234805035967645, MSE: 265.1731374680532, MAPE: 38.97% Accuracy for Europe and Product 123: MAE: 13.306741224455047, MSE: 325.3915101597321, MAPE: 30.29% Accuracy for Europe and Product 124: MAE: 6.490842011615075, MSE: 55.7451816901034, MAPE: 12.50% Accuracy for Europe and Product 125: MAE: 21.515515961419485, MSE: 685.2313508470322, MAPE: 118.22% Accuracy for Europe and Product 126: MAE: 16.61768426905865, MSE: 322.133740095214, MAPE: 52.31% Accuracy for Europe and Product 127: MAE: 8.408544173726446, MSE: 121.48842182254114, MAPE: 15.41% Accuracy for Europe and Product 128: MAE: 8.5553417927114, MSE: 88.90978655829569, MAPE: 27.50% Accuracy for Europe and Product 129: MAE: 15.053344656589951, MSE: 289.4077333131922, MAPE: 50.83% Accuracy for Europe and Product 130: MAE: 12.229293531241012, MSE: 183.21060360711073, MAPE: 40.68% Accuracy for Europe and Product 131: MAE: 9.792705927627974, MSE: 101.90373323881707, MAPE: 27.15% Accuracy for Europe and Product 132: MAE: 7.9218658583247334, MSE: 73.55647627145704, MAPE: 19.83% Accuracy for Europe and Product 133: MAE: 10.227995083548812, MSE: 166.37996403757833, MAPE: 25.97% Accuracy for Europe and Product 134: MAE: 11.473846921304268, MSE: 160.96669098083555, MAPE: 26.29% Accuracy for Europe and Product 135: MAE: 18.55760326384244, MSE: 408.9344698159055, MAPE: 45.22% Accuracy for Europe and Product 136: MAE: 14.41767797331508, MSE: 298.2244717616641, MAPE: 59.84% Accuracy for Europe and Product 137: MAE: 12.078497769019874, MSE: 150.58581781177395, MAPE: 36.70% Accuracy for Europe and Product 138: MAE: 11.068027675683945, MSE: 183.36871474732615, MAPE: 29.73% Accuracy for Europe and Product 139: MAE: 17.02452282143424, MSE: 481.8379362024083, MAPE: 38.31% Accuracy for Europe and Product 140: MAE: 15.470924608890218, MSE: 350.62322549137724, MAPE: 34.34% Accuracy for Europe and Product 141: MAE: 17.59661778503868, MSE: 475.28150553929436, MAPE: 47.83% Accuracy for Europe and Product 142: MAE: 15.797424658145733, MSE: 344.17048001277755, MAPE: 38.07% Accuracy for Europe and Product 143: MAE: 19.201358331460682, MSE: 599.9124845165327, MAPE: 108.00% Accuracy for Europe and Product 144: MAE: 8.969205347486243, MSE: 112.68534726927405, MAPE: 36.54% Accuracy for Europe and Product 145: MAE: 16.071544720816746, MSE: 339.4247176288866, MAPE: 80.55% Accuracy for Europe and Product 146: MAE: 12.280906355226952, MSE: 161.70619917506224, MAPE: 38.06% Accuracy for Europe and Product 147: MAE: 9.913289638734698, MSE: 134.68862036239, MAPE: 25.12% Accuracy for Europe and Product 148: MAE: 11.53796452241491, MSE: 189.74630239379675, MAPE: 37.26% Accuracy for Europe and Product 149: MAE: 14.687095965897186, MSE: 350.6875065882299, MAPE: 81.34% Accuracy for Europe and Product 150: MAE: 17.59503635803221, MSE: 477.9822545137962, MAPE: 36.53% Accuracy for Europe and Product 151: MAE: 10.294273210241702, MSE: 119.36643369500575, MAPE: 32.38% Accuracy for Europe and Product 152: MAE: 8.246053338853875, MSE: 116.08374860470795, MAPE: 22.93% Accuracy for Europe and Product 153: MAE: 12.334499012595272, MSE: 222.26803423669367, MAPE: 35.77% Accuracy for Europe and Product 154: MAE: 10.568859762492625, MSE: 163.8620792434376, MAPE: 22.73% Accuracy for Europe and Product 155: MAE: 7.678075886325277, MSE: 63.78142299137748, MAPE: 23.07% Accuracy for Europe and Product 156: MAE: 6.806681127470266, MSE: 52.46849872897161, MAPE: 17.49% Accuracy for Europe and Product 157: MAE: 9.570779254601419, MSE: 133.20124613143452, MAPE: 27.12% Accuracy for Europe and Product 158: MAE: 20.975678753098872, MSE: 515.0920616075333, MAPE: 107.90% Accuracy for Europe and Product 159: MAE: 10.906070868721931, MSE: 161.80751134070124, MAPE: 25.53% Accuracy for Europe and Product 160: MAE: 16.257361909727358, MSE: 333.11071251936266, MAPE: 51.70% Accuracy for Europe and Product 161: MAE: 9.48589267198524, MSE: 247.1165579512927, MAPE: 25.85% Accuracy for Europe and Product 162: MAE: 9.409664189879424, MSE: 152.34655802526225, MAPE: 16.57% Accuracy for Europe and Product 163: MAE: 17.182534414384076, MSE: 532.1652476627123, MAPE: 52.49% Accuracy for Europe and Product 164: MAE: 7.45972926239129, MSE: 75.97817410758458, MAPE: 23.52% Accuracy for Europe and Product 165: MAE: 12.223988562508467, MSE: 251.69097851365996, MAPE: 29.53% Accuracy for Europe and Product 166: MAE: 12.265886563234217, MSE: 215.48044613182878, MAPE: 64.67% Accuracy for Europe and Product 167: MAE: 12.441858166428966, MSE: 238.58722072597143, MAPE: 65.86% Accuracy for Europe and Product 168: MAE: 13.060295634352332, MSE: 272.4712043320295, MAPE: 36.35% Accuracy for Europe and Product 169: MAE: 14.13425319501962, MSE: 318.9147158264781, MAPE: 37.83% Accuracy for Europe and Product 170: MAE: 15.35480147847773, MSE: 300.25660845706426, MAPE: 34.89% Accuracy for Europe and Product 171: MAE: 13.199542175220353, MSE: 253.97643865224057, MAPE: 46.31% Accuracy for Europe and Product 172: MAE: 8.728643373622528, MSE: 140.4768104467525, MAPE: 36.21% Accuracy for Europe and Product 173: MAE: 11.759026779902998, MSE: 198.73409365703137, MAPE: 34.02% Accuracy for Europe and Product 174: MAE: 6.702021951360594, MSE: 54.2448121093109, MAPE: 14.18% Accuracy for Europe and Product 175: MAE: 11.41948580869218, MSE: 158.94208155799316, MAPE: 34.34% Accuracy for Europe and Product 176: MAE: 14.08404700256662, MSE: 257.035497531708, MAPE: 32.94% Accuracy for Europe and Product 177: MAE: 10.370968722869057, MSE: 148.76140441117178, MAPE: 39.52% Accuracy for Europe and Product 178: MAE: 14.270716060055713, MSE: 253.24679393069314, MAPE: 45.73% Accuracy for Europe and Product 179: MAE: 7.992254277218807, MSE: 104.04915197488785, MAPE: 24.62% Accuracy for Europe and Product 180: MAE: 11.689221267917606, MSE: 161.11361364733392, MAPE: 20.55% Accuracy for Europe and Product 181: MAE: 15.32904699304579, MSE: 264.9039522200636, MAPE: 36.13% Accuracy for Europe and Product 182: MAE: 6.030027471022658, MSE: 65.2216597062415, MAPE: 14.10% Accuracy for Europe and Product 183: MAE: 8.356915422326598, MSE: 108.92001714207063, MAPE: 21.13% Accuracy for Europe and Product 184: MAE: 17.922158337312197, MSE: 436.1483615125718, MAPE: 52.02% Accuracy for Europe and Product 185: MAE: 15.325457466261748, MSE: 307.15799186564266, MAPE: 33.81% Accuracy for Europe and Product 186: MAE: 11.17110041643339, MSE: 202.0825194495049, MAPE: 23.89% Accuracy for Europe and Product 187: MAE: 20.995852222842, MSE: 549.4514437951207, MAPE: 71.16% Accuracy for Europe and Product 188: MAE: 13.82130374953113, MSE: 277.83399917450834, MAPE: 60.83% Accuracy for Europe and Product 189: MAE: 16.8104025578338, MSE: 355.358613320776, MAPE: 69.19% Accuracy for Europe and Product 190: MAE: 9.930796399480998, MSE: 198.19100868654564, MAPE: 21.85% Accuracy for Europe and Product 191: MAE: 13.181745690264714, MSE: 243.5313603724049, MAPE: 39.13% Accuracy for Europe and Product 192: MAE: 9.33122393724796, MSE: 142.13078352833273, MAPE: 26.96% Accuracy for Europe and Product 193: MAE: 12.99484002603766, MSE: 203.04726731868945, MAPE: 51.84% Accuracy for Europe and Product 194: MAE: 25.125548949142804, MSE: 801.5516938784629, MAPE: 73.89% Accuracy for Europe and Product 195: MAE: 15.444976066039436, MSE: 304.5682817859648, MAPE: 46.38% Accuracy for Europe and Product 196: MAE: 6.089687445883634, MSE: 65.01741662061369, MAPE: 16.23% Accuracy for Europe and Product 197: MAE: 14.887866162466434, MSE: 349.47263040152967, MAPE: 61.09% Accuracy for Europe and Product 198: MAE: 8.05854107724255, MSE: 98.49378622694458, MAPE: 19.02% Accuracy for Europe and Product 199: MAE: 11.393888759208528, MSE: 198.2738168034105, MAPE: 64.67% Accuracy for Europe and Product 200: MAE: 9.502982759789004, MSE: 164.3036540414633, MAPE: 41.51% Accuracy for Europe and Product 201: MAE: 8.197397569537413, MSE: 103.34565042775918, MAPE: 32.74% Accuracy for Europe and Product 202: MAE: 7.695219091990737, MSE: 67.95559446609562, MAPE: 22.47% Accuracy for Europe and Product 203: MAE: 17.86549160701121, MSE: 366.09630700525906, MAPE: 46.57% Accuracy for Europe and Product 204: MAE: 7.772596743147366, MSE: 101.60785889546672, MAPE: 27.32% Accuracy for Europe and Product 205: MAE: 10.984441584354585, MSE: 157.08404056741836, MAPE: 41.28% Accuracy for Europe and Product 206: MAE: 19.47989195907919, MSE: 512.2061254237067, MAPE: 38.84% Accuracy for Europe and Product 207: MAE: 13.885576746151756, MSE: 259.2445206791578, MAPE: 44.91% Accuracy for Europe and Product 208: MAE: 7.46840209205172, MSE: 69.92931166634635, MAPE: 24.90% Accuracy for Europe and Product 209: MAE: 13.300387187320144, MSE: 227.54268698203572, MAPE: 50.33% Accuracy for Europe and Product 210: MAE: 15.222153623871936, MSE: 301.8169344772403, MAPE: 25.43% Accuracy for Europe and Product 211: MAE: 8.95500426318089, MSE: 179.1881106038882, MAPE: 32.35% Accuracy for Europe and Product 212: MAE: 11.65222817264057, MSE: 157.03899324353307, MAPE: 30.95% Accuracy for Europe and Product 213: MAE: 14.087545824117864, MSE: 236.70356792281436, MAPE: 42.01% Accuracy for Europe and Product 214: MAE: 18.53716920295226, MSE: 365.9155462157963, MAPE: 83.37% Accuracy for Europe and Product 215: MAE: 14.946041623671452, MSE: 441.2912163669181, MAPE: 26.61% Accuracy for Europe and Product 216: MAE: 9.384890496359999, MSE: 117.13387118928613, MAPE: 19.48% Accuracy for Europe and Product 217: MAE: 20.938413067854263, MSE: 536.6364216461988, MAPE: 95.55% Accuracy for Europe and Product 218: MAE: 15.796250765312474, MSE: 563.13725915296, MAPE: 24.39% Accuracy for Europe and Product 219: MAE: 10.43173727929321, MSE: 217.16325066164913, MAPE: 28.35% Accuracy for Europe and Product 220: MAE: 6.274059416342267, MSE: 45.63065437372397, MAPE: 13.01% Accuracy for Europe and Product 221: MAE: 8.408499505465109, MSE: 163.557378996065, MAPE: 24.75% Accuracy for Europe and Product 222: MAE: 16.924722793043692, MSE: 401.6003526600367, MAPE: 92.93% Accuracy for Europe and Product 223: MAE: 9.972971762707548, MSE: 134.96297533012367, MAPE: 29.83% Accuracy for Europe and Product 224: MAE: 6.208881756112151, MSE: 55.52801111593313, MAPE: 13.70% Accuracy for Europe and Product 225: MAE: 5.75173828140363, MSE: 36.18684410696785, MAPE: 18.83% Accuracy for Europe and Product 226: MAE: 3.652766161919743, MSE: 18.07124117680447, MAPE: 11.09% Accuracy for Europe and Product 227: MAE: 9.198361845457665, MSE: 118.19929715008679, MAPE: 35.33% Accuracy for Europe and Product 228: MAE: 17.372159274863627, MSE: 341.0095323926044, MAPE: 35.77% Accuracy for Europe and Product 229: MAE: 14.959224408191227, MSE: 324.1476737828883, MAPE: 61.97% Accuracy for Europe and Product 230: MAE: 12.176023660589877, MSE: 291.7992859606619, MAPE: 24.71% Accuracy for Europe and Product 231: MAE: 8.582277536099838, MSE: 81.52981790456008, MAPE: 23.57% Accuracy for Europe and Product 232: MAE: 6.2172229791024884, MSE: 68.23229071152528, MAPE: 16.31% Accuracy for Europe and Product 233: MAE: 13.867280555316276, MSE: 310.06085388449014, MAPE: 29.13% Accuracy for Europe and Product 234: MAE: 14.724992405133758, MSE: 308.8278592602225, MAPE: 33.17% Accuracy for Europe and Product 235: MAE: 10.917605502185951, MSE: 195.28462226609022, MAPE: 188.87% Accuracy for Europe and Product 236: MAE: 13.265852141346329, MSE: 203.94537240343337, MAPE: 30.40% Accuracy for Europe and Product 237: MAE: 16.697230580726455, MSE: 479.9359931921078, MAPE: 32.36% Accuracy for Europe and Product 238: MAE: 15.80837432047752, MSE: 312.29080398072136, MAPE: 38.72% Accuracy for Europe and Product 239: MAE: 9.694257884755885, MSE: 143.92204671661725, MAPE: 42.01% Accuracy for Europe and Product 240: MAE: 6.106894116882574, MSE: 56.01407793473985, MAPE: 22.39% Accuracy for Europe and Product 241: MAE: 7.219630076474035, MSE: 80.08833390216161, MAPE: 20.68% Accuracy for Europe and Product 242: MAE: 14.002888361588393, MSE: 296.7961884808571, MAPE: 35.35% Accuracy for Europe and Product 243: MAE: 16.675190970836454, MSE: 467.9674219228906, MAPE: 48.17% Accuracy for Europe and Product 244: MAE: 12.642022682002763, MSE: 211.32544107081563, MAPE: 26.51% Accuracy for Europe and Product 245: MAE: 15.705826135082935, MSE: 290.51669509157466, MAPE: 40.23% Accuracy for Europe and Product 246: MAE: 8.021471660698126, MSE: 68.1121253554981, MAPE: 24.82% Accuracy for Europe and Product 247: MAE: 10.226922936665545, MSE: 132.56714956895493, MAPE: 23.94% Accuracy for Europe and Product 248: MAE: 16.72124928092817, MSE: 342.6878570172859, MAPE: 44.54% Accuracy for Europe and Product 249: MAE: 15.240376885078494, MSE: 275.32019068039074, MAPE: 40.30% Accuracy for Europe and Product 250: MAE: 9.089777197440982, MSE: 199.69636177486595, MAPE: 19.65% Accuracy for Europe and Product 251: MAE: 15.24594855992226, MSE: 352.4867875317601, MAPE: 36.46% Accuracy for Europe and Product 252: MAE: 12.784977267964896, MSE: 233.43007191607097, MAPE: 25.76% Accuracy for Europe and Product 253: MAE: 11.191753018703558, MSE: 177.79725823806976, MAPE: 21.74% Accuracy for Europe and Product 254: MAE: 10.18105256078671, MSE: 160.70079824796932, MAPE: 30.13% Accuracy for Europe and Product 255: MAE: 11.372956861656391, MSE: 192.21227052514726, MAPE: 40.65% Accuracy for Europe and Product 256: MAE: 15.875513582129226, MSE: 347.929434432864, MAPE: 82.60% Accuracy for Europe and Product 257: MAE: 15.042624649450698, MSE: 319.8796648119398, MAPE: 40.52% Accuracy for Europe and Product 258: MAE: 10.945016958479046, MSE: 176.1367807295391, MAPE: 23.72% Accuracy for Europe and Product 259: MAE: 10.968233266884301, MSE: 205.9390843719521, MAPE: 21.93% Accuracy for Europe and Product 260: MAE: 13.357745883660362, MSE: 208.3812978150806, MAPE: 28.92% Accuracy for Europe and Product 261: MAE: 16.753886073920086, MSE: 419.23994438956186, MAPE: 42.66% Accuracy for Europe and Product 262: MAE: 13.684172391606953, MSE: 231.84284191600273, MAPE: 42.90% Accuracy for Europe and Product 263: MAE: 9.249599715769895, MSE: 139.95596332259012, MAPE: 26.31% Accuracy for Europe and Product 264: MAE: 12.53529578385199, MSE: 264.9467508935181, MAPE: 84.96% Accuracy for Europe and Product 265: MAE: 12.987191214792944, MSE: 289.5328737282367, MAPE: 102.25% Accuracy for Europe and Product 266: MAE: 11.229910404546068, MSE: 205.14646534096613, MAPE: 40.24% Accuracy for Europe and Product 267: MAE: 10.264657632401555, MSE: 203.21090418191105, MAPE: 51.95% Accuracy for Europe and Product 268: MAE: 8.242686939853373, MSE: 143.86106558609498, MAPE: 20.23% Accuracy for Europe and Product 269: MAE: 16.27941579439006, MSE: 344.84197064220126, MAPE: 55.90% Accuracy for Europe and Product 270: MAE: 16.252962954737775, MSE: 318.4814845045086, MAPE: 56.34% Accuracy for Europe and Product 271: MAE: 14.324691716292222, MSE: 282.944889935559, MAPE: 46.36% Accuracy for Europe and Product 272: MAE: 12.580962917530545, MSE: 255.887399976914, MAPE: 25.58% Accuracy for Europe and Product 273: MAE: 4.030568365635368, MSE: 29.24746682719559, MAPE: 9.97% Accuracy for Europe and Product 274: MAE: 19.345556045150637, MSE: 619.1843216815546, MAPE: 36.53% Accuracy for Europe and Product 275: MAE: 15.321803824895838, MSE: 419.48067946935464, MAPE: 69.00% Accuracy for Europe and Product 276: MAE: 16.62699285926779, MSE: 316.8082879564323, MAPE: 58.38% Accuracy for Europe and Product 277: MAE: 11.16981792055579, MSE: 182.5814155758967, MAPE: 31.11% Accuracy for Europe and Product 278: MAE: 12.556498663449227, MSE: 237.18632672083845, MAPE: 42.86% Accuracy for Europe and Product 279: MAE: 18.881845649182118, MSE: 419.1816723120067, MAPE: 83.21% Accuracy for Europe and Product 280: MAE: 5.259430900370541, MSE: 47.290274556066, MAPE: 13.45% Accuracy for Europe and Product 281: MAE: 3.540832407152055, MSE: 20.71601402157717, MAPE: 7.07% Accuracy for Europe and Product 282: MAE: 12.440785091307585, MSE: 211.06702142821433, MAPE: 27.85% Accuracy for Europe and Product 283: MAE: 13.752894058925346, MSE: 234.02503035895688, MAPE: 38.11% Accuracy for Europe and Product 284: MAE: 21.1696458094328, MSE: 502.19350522953744, MAPE: 72.49% Accuracy for Europe and Product 285: MAE: 9.126428940988816, MSE: 113.08366761038312, MAPE: 24.24% Accuracy for Europe and Product 286: MAE: 43.29061607757323, MSE: 2207.704538970691, MAPE: 90.64% Accuracy for Europe and Product 287: MAE: 14.05987361579102, MSE: 352.5260216836907, MAPE: 45.59% Accuracy for Europe and Product 288: MAE: 12.424138483333431, MSE: 273.9785403783673, MAPE: 50.76% Accuracy for Europe and Product 289: MAE: 17.129071850672272, MSE: 455.54510923226354, MAPE: 49.40% Accuracy for Europe and Product 290: MAE: 9.28583929110339, MSE: 101.03946267597007, MAPE: 28.38% Accuracy for Europe and Product 291: MAE: 14.597440428755965, MSE: 259.10299404730796, MAPE: 84.18% Accuracy for Europe and Product 292: MAE: 9.444031285459392, MSE: 159.88334260053867, MAPE: 29.46% Accuracy for Europe and Product 293: MAE: 9.837614486033345, MSE: 121.73375581586463, MAPE: 25.18% Accuracy for Europe and Product 294: MAE: 12.525915992962748, MSE: 188.40373898896308, MAPE: 39.78% Accuracy for Europe and Product 295: MAE: 18.449722262384523, MSE: 357.1447307642963, MAPE: 74.41% Accuracy for Europe and Product 296: MAE: 15.490663015234043, MSE: 241.60123192744572, MAPE: 57.38% Accuracy for Europe and Product 297: MAE: 16.504626533622105, MSE: 419.6711094616072, MAPE: 57.78% Accuracy for Europe and Product 298: MAE: 21.3089288089763, MSE: 710.379757026067, MAPE: 112.27% Accuracy for Europe and Product 299: MAE: 9.082740948087006, MSE: 129.49469132389586, MAPE: 20.77% Accuracy for Europe and Product 300: MAE: 10.868077979244864, MSE: 149.78323541397646, MAPE: 27.04% Accuracy for Europe and Product 301: MAE: 15.138678835966042, MSE: 259.83242851195166, MAPE: 47.26% Accuracy for Europe and Product 302: MAE: 12.25095334308959, MSE: 192.4382966920038, MAPE: 33.90% Accuracy for Europe and Product 303: MAE: 9.809787112569172, MSE: 161.7500564639544, MAPE: 21.96% Accuracy for Europe and Product 304: MAE: 6.770583906341922, MSE: 50.66812052655746, MAPE: 13.45% Accuracy for Europe and Product 305: MAE: 17.71685648841352, MSE: 474.4221562110659, MAPE: 98.05% Accuracy for Europe and Product 306: MAE: 19.840254890740983, MSE: 521.6891191805256, MAPE: 51.04% Accuracy for Europe and Product 307: MAE: 13.202681673716455, MSE: 242.3086445164353, MAPE: 31.75% Accuracy for Europe and Product 308: MAE: 16.08640530684239, MSE: 346.7689200669064, MAPE: 44.30% Accuracy for Europe and Product 309: MAE: 16.76422107261536, MSE: 442.42178650812303, MAPE: 61.46% Accuracy for Europe and Product 310: MAE: 9.620321252215717, MSE: 149.97529017895812, MAPE: 31.98% Accuracy for Europe and Product 311: MAE: 7.168338329052697, MSE: 60.950178292297494, MAPE: 17.29% Accuracy for Europe and Product 312: MAE: 9.883314383569651, MSE: 144.60642979551662, MAPE: 34.42% Accuracy for Europe and Product 313: MAE: 9.498026216247222, MSE: 156.90569225640436, MAPE: 17.83% Accuracy for Europe and Product 314: MAE: 12.473773284382775, MSE: 218.95201752114343, MAPE: 22.62% Accuracy for Europe and Product 315: MAE: 15.482157997128457, MSE: 302.93847932832466, MAPE: 60.52% Accuracy for Europe and Product 316: MAE: 22.814794644737667, MSE: 666.2549910737002, MAPE: 69.72% Accuracy for Europe and Product 317: MAE: 12.576552383317438, MSE: 286.88099312987276, MAPE: 713.83% Accuracy for Europe and Product 318: MAE: 8.716758803751082, MSE: 83.94526446310984, MAPE: 26.38% Accuracy for Europe and Product 319: MAE: 13.320567162531484, MSE: 307.8565970973769, MAPE: 30.69% Accuracy for Europe and Product 320: MAE: 12.849215283957236, MSE: 170.16344881202795, MAPE: 36.84% Accuracy for Europe and Product 321: MAE: 17.670754762372884, MSE: 409.687084488918, MAPE: 67.11% Accuracy for Europe and Product 322: MAE: 9.296873360214065, MSE: 132.07912245135807, MAPE: 43.96% Accuracy for Europe and Product 323: MAE: 17.816163752809473, MSE: 509.28244632542817, MAPE: 82.02% Accuracy for Europe and Product 324: MAE: 14.114813284364908, MSE: 300.9495776074422, MAPE: 60.35% Accuracy for Europe and Product 325: MAE: 10.397035735307687, MSE: 243.48661997614104, MAPE: 26.43% Accuracy for Europe and Product 326: MAE: 19.37393539529048, MSE: 490.8706406650514, MAPE: 89.45% Accuracy for Europe and Product 327: MAE: 13.90143634471838, MSE: 244.1087089053398, MAPE: 33.71% Accuracy for Europe and Product 328: MAE: 14.147800429433667, MSE: 339.5134580856369, MAPE: 31.82% Accuracy for Europe and Product 329: MAE: 10.998479409934252, MSE: 148.05626028496692, MAPE: 34.72% Accuracy for Europe and Product 330: MAE: 21.166179610473705, MSE: 461.5105472957537, MAPE: 50.77% Accuracy for Europe and Product 331: MAE: 10.966986044776672, MSE: 201.74118231738703, MAPE: 26.21% Accuracy for Europe and Product 332: MAE: 7.803790623311265, MSE: 81.12322334075898, MAPE: 22.39% Accuracy for Europe and Product 333: MAE: 14.147698294751757, MSE: 208.46067498490612, MAPE: 78.63% Accuracy for Europe and Product 334: MAE: 18.014697715841283, MSE: 449.27548971429997, MAPE: 104.99% Accuracy for Europe and Product 335: MAE: 8.32050311373089, MSE: 121.46026974283136, MAPE: 35.12% Accuracy for Europe and Product 336: MAE: 12.860415838665649, MSE: 350.6291723970563, MAPE: 35.10% Accuracy for Europe and Product 337: MAE: 13.86132821350211, MSE: 224.71474672549311, MAPE: 122.96% Accuracy for Europe and Product 338: MAE: 10.550818194789617, MSE: 161.1225765142469, MAPE: 26.23% Accuracy for Europe and Product 339: MAE: 15.586442749266999, MSE: 474.34408504825694, MAPE: 47.11% Accuracy for Europe and Product 340: MAE: 9.367643899721944, MSE: 122.08309755760388, MAPE: 26.53% Accuracy for Europe and Product 341: MAE: 11.553885273926563, MSE: 179.39024913382067, MAPE: 34.83% Accuracy for Europe and Product 342: MAE: 22.415024723286926, MSE: 804.6941869685268, MAPE: 42.66% Accuracy for Europe and Product 343: MAE: 14.07292235358751, MSE: 233.09678714594014, MAPE: 29.32% Accuracy for Europe and Product 344: MAE: 8.719157921332975, MSE: 181.5357064455228, MAPE: 22.98% Accuracy for Europe and Product 345: MAE: 11.080479868481664, MSE: 141.33307482377296, MAPE: 31.14% Accuracy for Europe and Product 346: MAE: 9.877153758700647, MSE: 158.05268998016714, MAPE: 23.50% Accuracy for Europe and Product 347: MAE: 22.034727831815253, MSE: 622.7809979520504, MAPE: 412.78% Accuracy for Europe and Product 348: MAE: 7.587329616324058, MSE: 119.82867071824515, MAPE: 21.79% Accuracy for Europe and Product 349: MAE: 10.70970541883557, MSE: 136.062428682578, MAPE: 42.35% Accuracy for Europe and Product 350: MAE: 9.506715284162002, MSE: 127.8484194747246, MAPE: 25.86% Accuracy for Europe and Product 351: MAE: 13.752570925540514, MSE: 355.5067648823122, MAPE: 27.97% Accuracy for Europe and Product 352: MAE: 10.7824967689981, MSE: 235.629607454442, MAPE: 26.76% Accuracy for Europe and Product 353: MAE: 3.8591421637950205, MSE: 17.58797083727524, MAPE: 10.89% Accuracy for Europe and Product 354: MAE: 8.609498299014522, MSE: 109.48984502351058, MAPE: 20.93% Accuracy for Europe and Product 355: MAE: 16.875908080068122, MSE: 312.95152321156786, MAPE: 41.34% Accuracy for Europe and Product 356: MAE: 9.935757747146393, MSE: 140.39578798817016, MAPE: 31.71% Accuracy for Europe and Product 357: MAE: 9.233474720476051, MSE: 100.25730362613655, MAPE: 20.92% Accuracy for Europe and Product 358: MAE: 14.238189059904915, MSE: 332.0694913192125, MAPE: 89.92% Accuracy for Europe and Product 359: MAE: 20.197395635716312, MSE: 486.5785989040587, MAPE: 56.17% Accuracy for Europe and Product 360: MAE: 15.212018521620612, MSE: 338.6732721206047, MAPE: 33.40% Accuracy for Europe and Product 361: MAE: 16.02544330689914, MSE: 305.98056784684405, MAPE: 117.21% Accuracy for Europe and Product 362: MAE: 7.331791316130608, MSE: 91.1945448105995, MAPE: 22.21% Accuracy for Europe and Product 363: MAE: 19.90044450127413, MSE: 566.2034989305879, MAPE: 42.78% Accuracy for Europe and Product 364: MAE: 11.661002810469498, MSE: 160.1622117372877, MAPE: 46.43% Accuracy for Europe and Product 365: MAE: 15.844630605046007, MSE: 339.4904825965197, MAPE: 42.94% Accuracy for Europe and Product 366: MAE: 13.76624645703215, MSE: 345.9324751920568, MAPE: 31.63% Accuracy for Europe and Product 367: MAE: 16.744467082121695, MSE: 382.54529570149805, MAPE: 54.01% Accuracy for Europe and Product 368: MAE: 11.962581859665216, MSE: 166.5904137705137, MAPE: 38.30% Accuracy for Europe and Product 369: MAE: 17.04172357861534, MSE: 392.39807667027344, MAPE: 50.94% Accuracy for Europe and Product 370: MAE: 11.176379854136105, MSE: 180.97601850359496, MAPE: 29.77% Accuracy for Europe and Product 371: MAE: 21.50508567182194, MSE: 493.374845832171, MAPE: 59.05% Accuracy for Europe and Product 372: MAE: 11.720726886411034, MSE: 210.16873508033964, MAPE: 31.50% Accuracy for Europe and Product 373: MAE: 10.017916201339412, MSE: 117.22961837270027, MAPE: 39.62% Accuracy for Europe and Product 374: MAE: 13.302227243370357, MSE: 237.79380635951102, MAPE: 53.15% Accuracy for Europe and Product 375: MAE: 13.636689132300535, MSE: 382.00654795120647, MAPE: 30.92% Accuracy for Europe and Product 376: MAE: 19.306797824050413, MSE: 642.9043301799842, MAPE: 43.66% Accuracy for Europe and Product 377: MAE: 7.333150615544568, MSE: 94.80143668151842, MAPE: 22.33% Accuracy for Europe and Product 378: MAE: 12.576979929447594, MSE: 187.5944333413504, MAPE: 38.44% Accuracy for Europe and Product 379: MAE: 18.586886394236437, MSE: 390.72470031334814, MAPE: 47.26% Accuracy for Europe and Product 380: MAE: 13.395849039514593, MSE: 315.1508702746522, MAPE: 53.00% Accuracy for Europe and Product 381: MAE: 17.067787926350796, MSE: 418.3386972018494, MAPE: 56.85% Accuracy for Europe and Product 382: MAE: 5.6114625503519, MSE: 41.91486613922392, MAPE: 19.75% Accuracy for Europe and Product 383: MAE: 17.937415469977587, MSE: 447.66996344803493, MAPE: 45.47% Accuracy for Europe and Product 384: MAE: 14.082044631652973, MSE: 301.6217878861956, MAPE: 50.65% Accuracy for Europe and Product 385: MAE: 16.79403090992347, MSE: 326.05969022039125, MAPE: 62.99% Accuracy for Europe and Product 386: MAE: 17.154363431474618, MSE: 465.2232025417262, MAPE: 77.92% Accuracy for Europe and Product 387: MAE: 10.836856842415324, MSE: 188.25316884159844, MAPE: 26.04% Accuracy for Europe and Product 388: MAE: 15.46461591283754, MSE: 307.7438180782108, MAPE: 51.28% Accuracy for Europe and Product 389: MAE: 10.967861878426879, MSE: 126.40961957596835, MAPE: 33.48% Accuracy for Europe and Product 390: MAE: 18.856316260370807, MSE: 518.8730101640818, MAPE: 61.37% Accuracy for Europe and Product 391: MAE: 13.503387643913992, MSE: 302.81903155299614, MAPE: 40.45% Accuracy for Europe and Product 392: MAE: 10.631490182337114, MSE: 143.69202454776922, MAPE: 27.18% Accuracy for Europe and Product 393: MAE: 9.099453540705486, MSE: 185.2663416521711, MAPE: 24.02% Accuracy for Europe and Product 394: MAE: 10.164959299322332, MSE: 143.02712903506315, MAPE: 28.56% Accuracy for Europe and Product 395: MAE: 14.954208724008861, MSE: 274.9403969456036, MAPE: 55.01% Accuracy for Europe and Product 396: MAE: 13.300419210733281, MSE: 298.98499688520974, MAPE: 35.00% Accuracy for Europe and Product 397: MAE: 23.696800870599464, MSE: 608.3844119335101, MAPE: 99.51% Accuracy for Europe and Product 398: MAE: 17.19763108281681, MSE: 408.2168880821635, MAPE: 55.08% Accuracy for Europe and Product 399: MAE: 12.38930759868014, MSE: 297.197572883873, MAPE: 58.00% Accuracy for Europe and Product 400: MAE: 11.713447595700064, MSE: 167.3575356898945, MAPE: 39.48% Accuracy for Europe and Product 401: MAE: 11.14517295331594, MSE: 141.9768052356359, MAPE: 65.27% Accuracy for Europe and Product 402: MAE: 17.34382193117523, MSE: 406.3689551774517, MAPE: 27.98% Accuracy for Europe and Product 403: MAE: 13.257099041825743, MSE: 313.1651813712014, MAPE: 38.16% Accuracy for Europe and Product 404: MAE: 16.512929874498468, MSE: 335.2503161481935, MAPE: 76.52% Accuracy for Europe and Product 405: MAE: 19.05742243716262, MSE: 401.24287799552343, MAPE: 50.01% Accuracy for Europe and Product 406: MAE: 7.587231859262414, MSE: 134.83220662832858, MAPE: 46.00% Accuracy for Europe and Product 407: MAE: 8.106109955758757, MSE: 127.7488808468709, MAPE: 18.15% Accuracy for Europe and Product 408: MAE: 16.042530381311927, MSE: 423.0004408213299, MAPE: 57.20% Accuracy for Europe and Product 409: MAE: 4.410834747649406, MSE: 23.98854415171284, MAPE: 10.89% Accuracy for Europe and Product 410: MAE: 10.115697647270913, MSE: 181.3666952067739, MAPE: 39.24% Accuracy for Europe and Product 411: MAE: 11.851637205780339, MSE: 216.70023350962433, MAPE: 41.44% Accuracy for Europe and Product 412: MAE: 5.402252950454608, MSE: 44.68244685246398, MAPE: 18.07% Accuracy for Europe and Product 413: MAE: 13.456724216079072, MSE: 305.4892735671268, MAPE: 43.60% Accuracy for Europe and Product 414: MAE: 14.994402629488366, MSE: 285.5042615250264, MAPE: 35.45% Accuracy for Europe and Product 415: MAE: 22.24016140972561, MSE: 808.0455806009325, MAPE: 107.94% Accuracy for Europe and Product 416: MAE: 17.336062979597283, MSE: 410.3129033383217, MAPE: 42.02% Accuracy for Europe and Product 417: MAE: 11.19455123484807, MSE: 151.85098520735227, MAPE: 23.44% Accuracy for Europe and Product 418: MAE: 13.472105888343066, MSE: 227.37576109368015, MAPE: 64.49% Accuracy for Europe and Product 419: MAE: 7.828168452584064, MSE: 93.64778629718643, MAPE: 25.04% Accuracy for Europe and Product 420: MAE: 13.929640648305025, MSE: 211.65137585657152, MAPE: 42.88% Accuracy for Europe and Product 421: MAE: 8.56747880660133, MSE: 91.0052484810823, MAPE: 21.82% Accuracy for Europe and Product 422: MAE: 5.565503740610971, MSE: 36.87120716597546, MAPE: 13.71% Accuracy for Europe and Product 423: MAE: 7.120278430619263, MSE: 165.87940664919628, MAPE: 55.58% Accuracy for Europe and Product 424: MAE: 9.716586790041585, MSE: 100.56145896786022, MAPE: 19.61% Accuracy for Europe and Product 425: MAE: 15.614434736214665, MSE: 293.0730231743561, MAPE: 41.69% Accuracy for Europe and Product 426: MAE: 20.5745177111314, MSE: 466.9671633934002, MAPE: 54.97% Accuracy for Europe and Product 427: MAE: 10.82606108632088, MSE: 226.4958045240985, MAPE: 25.58% Accuracy for Europe and Product 428: MAE: 14.754456598719951, MSE: 276.5766303907203, MAPE: 55.11% Accuracy for Europe and Product 429: MAE: 13.572688665912802, MSE: 233.86800531994368, MAPE: 43.54% Accuracy for Europe and Product 430: MAE: 10.677750813769489, MSE: 136.11850166484035, MAPE: 23.99% Accuracy for Europe and Product 431: MAE: 4.770661154675947, MSE: 51.24568058153393, MAPE: 11.68% Accuracy for Europe and Product 432: MAE: 12.033033526802841, MSE: 192.94495091545372, MAPE: 23.29% Accuracy for Europe and Product 433: MAE: 10.123818305673192, MSE: 119.10413422402078, MAPE: 40.69% Accuracy for Europe and Product 434: MAE: 11.410147151407537, MSE: 149.0855345813623, MAPE: 51.29% Accuracy for Europe and Product 435: MAE: 9.627788094972164, MSE: 165.52732864740497, MAPE: 37.15% Accuracy for Europe and Product 436: MAE: 12.305131996606432, MSE: 221.72201243812052, MAPE: 51.74% Accuracy for Europe and Product 437: MAE: 19.22466653395186, MSE: 503.6186204731647, MAPE: 39.43% Accuracy for Europe and Product 438: MAE: 14.857206829654348, MSE: 282.36292005063143, MAPE: 70.51% Accuracy for Europe and Product 439: MAE: 8.031489250997533, MSE: 84.26055315822725, MAPE: 50.90% Accuracy for Europe and Product 440: MAE: 4.609068303819347, MSE: 36.11198354857871, MAPE: 16.79% Accuracy for Europe and Product 441: MAE: 18.945969712745054, MSE: 409.4137559817533, MAPE: 52.99% Accuracy for Europe and Product 442: MAE: 11.876115939941183, MSE: 211.3125288585063, MAPE: 22.57% Accuracy for Europe and Product 443: MAE: 11.263935756694597, MSE: 227.9397690355254, MAPE: 33.23% Accuracy for Europe and Product 444: MAE: 17.7066687600619, MSE: 354.5651216096755, MAPE: 46.77% Accuracy for Europe and Product 445: MAE: 10.293972187051052, MSE: 166.73464805096984, MAPE: 30.83% Accuracy for Europe and Product 446: MAE: 10.64603269667939, MSE: 213.545364090757, MAPE: 37.37% Accuracy for Europe and Product 447: MAE: 16.14243929314323, MSE: 279.5241841178349, MAPE: 39.94% Accuracy for Europe and Product 448: MAE: 12.602344518158878, MSE: 297.6400757437017, MAPE: 22.83% Accuracy for Europe and Product 449: MAE: 14.697940929685052, MSE: 232.64697526058862, MAPE: 48.79% Accuracy for Europe and Product 450: MAE: 7.0096113197630086, MSE: 74.60346239135279, MAPE: 23.25% Accuracy for Europe and Product 451: MAE: 4.689984130654686, MSE: 34.34029775137846, MAPE: 11.95% Accuracy for Europe and Product 452: MAE: 11.055795811847805, MSE: 161.10524762412086, MAPE: 43.68% Accuracy for Europe and Product 453: MAE: 12.321393399466954, MSE: 180.86245436754558, MAPE: 37.29% Accuracy for Europe and Product 454: MAE: 11.02786378906411, MSE: 148.5423545429265, MAPE: 34.07% Accuracy for Europe and Product 455: MAE: 15.528823633439895, MSE: 305.32763586328196, MAPE: 48.62% Accuracy for Europe and Product 456: MAE: 11.469051041326676, MSE: 234.87610606650279, MAPE: 26.08% Accuracy for Europe and Product 457: MAE: 11.633303067710214, MSE: 182.16159811067806, MAPE: 28.08% Accuracy for Europe and Product 458: MAE: 13.341271686266785, MSE: 237.96010993006888, MAPE: 30.11% Accuracy for Europe and Product 459: MAE: 17.162809713420295, MSE: 306.2247184862234, MAPE: 53.44% Accuracy for Europe and Product 460: MAE: 17.374802757750164, MSE: 366.18563264493963, MAPE: 108.62% Accuracy for Europe and Product 461: MAE: 10.826582566027469, MSE: 167.99601728629426, MAPE: 27.59% Accuracy for Europe and Product 462: MAE: 14.028168938082484, MSE: 267.19254116234634, MAPE: 55.25% Accuracy for Europe and Product 463: MAE: 16.043952802533187, MSE: 326.1870946392455, MAPE: 46.38% Accuracy for Europe and Product 464: MAE: 18.496865483792234, MSE: 396.2805812341632, MAPE: 63.68% Accuracy for Europe and Product 465: MAE: 18.22904777118047, MSE: 419.5793920872661, MAPE: 67.70% Accuracy for Europe and Product 466: MAE: 10.564630143201274, MSE: 161.19695039436087, MAPE: 27.51% Accuracy for Europe and Product 467: MAE: 13.395460840157233, MSE: 211.37758237635126, MAPE: 45.63% Accuracy for Europe and Product 468: MAE: 21.90522710632906, MSE: 488.50679332720983, MAPE: 54.46% Accuracy for Europe and Product 469: MAE: 12.971419338175252, MSE: 218.55550650155237, MAPE: 45.05% Accuracy for Europe and Product 470: MAE: 6.379610469266707, MSE: 70.06035563214432, MAPE: 22.88% Accuracy for Europe and Product 471: MAE: 18.93873775449901, MSE: 408.11558849827213, MAPE: 63.80% Accuracy for Europe and Product 472: MAE: 6.532105874414169, MSE: 60.30366485623968, MAPE: 16.92% Accuracy for Europe and Product 473: MAE: 9.479077826134235, MSE: 182.58776566610155, MAPE: 19.11% Accuracy for Europe and Product 474: MAE: 20.298678116941176, MSE: 531.3866452371507, MAPE: 138.60% Accuracy for Europe and Product 475: MAE: 12.532563839503402, MSE: 280.64524706114344, MAPE: 32.64% Accuracy for Europe and Product 476: MAE: 8.226139111292293, MSE: 123.83340899862549, MAPE: 21.01% Accuracy for Europe and Product 477: MAE: 5.822668346364753, MSE: 39.93791701135355, MAPE: 13.50% Accuracy for Europe and Product 478: MAE: 19.472122896419116, MSE: 498.4305026153558, MAPE: 54.42% Accuracy for Europe and Product 479: MAE: 17.55374065233648, MSE: 407.26525342116537, MAPE: 29.67% Accuracy for Europe and Product 480: MAE: 8.152524328062587, MSE: 149.51454453901104, MAPE: 19.80% Accuracy for Europe and Product 481: MAE: 6.758969202842389, MSE: 103.548465576722, MAPE: 14.42% Accuracy for Europe and Product 482: MAE: 12.419334601548602, MSE: 260.5241578167455, MAPE: 68.40% Accuracy for Europe and Product 483: MAE: 11.903778047955305, MSE: 205.0582219534353, MAPE: 34.49% Accuracy for Europe and Product 484: MAE: 7.602245151158447, MSE: 101.38317550253471, MAPE: 23.44% Accuracy for Europe and Product 485: MAE: 7.0064548225272585, MSE: 55.96417432949617, MAPE: 18.56% Accuracy for Europe and Product 486: MAE: 15.28046452257188, MSE: 274.83332606625584, MAPE: 65.47% Accuracy for Europe and Product 487: MAE: 14.657456541507354, MSE: 379.13524981445903, MAPE: 36.61% Accuracy for Europe and Product 488: MAE: 14.160193656455771, MSE: 356.1067790683898, MAPE: 62.30% Accuracy for Europe and Product 489: MAE: 18.04697781319639, MSE: 406.7471772616931, MAPE: 170.04% Accuracy for Europe and Product 490: MAE: 13.43893942074395, MSE: 187.5077618578211, MAPE: 92.16% Accuracy for Europe and Product 491: MAE: 12.241877790578792, MSE: 268.0400808433117, MAPE: 29.27% Accuracy for Europe and Product 492: MAE: 6.48006362997525, MSE: 57.313607274694576, MAPE: 13.20% Accuracy for Europe and Product 493: MAE: 11.79034857290904, MSE: 380.87176402741414, MAPE: 34.09% Accuracy for Europe and Product 494: MAE: 7.619250719019196, MSE: 84.4900642647258, MAPE: 25.81% Accuracy for Europe and Product 495: MAE: 13.959478287301195, MSE: 287.7437995650204, MAPE: 42.28% Accuracy for Europe and Product 496: MAE: 8.452654872378071, MSE: 122.81076179919744, MAPE: 23.15% Accuracy for Europe and Product 497: MAE: 13.371641356856907, MSE: 225.87497006622016, MAPE: 56.94% Accuracy for Europe and Product 498: MAE: 11.977078536249504, MSE: 196.86523279753447, MAPE: 34.18% Accuracy for Europe and Product 499: MAE: 17.354900096256404, MSE: 364.0893696076335, MAPE: 101.23% Accuracy for Europe and Product 500: MAE: 15.321460678854729, MSE: 306.4917452167764, MAPE: 48.84% Accuracy for Europe and Product 501: MAE: 8.840391683844976, MSE: 104.56322404458555, MAPE: 26.32% Accuracy for Europe and Product 502: MAE: 16.15571858832473, MSE: 362.5759524937663, MAPE: 46.09% Accuracy for Europe and Product 503: MAE: 15.007089835992804, MSE: 497.69930309080047, MAPE: 54.60% Accuracy for Europe and Product 504: MAE: 19.103234713917704, MSE: 400.72035426346173, MAPE: 34.52% Accuracy for Europe and Product 505: MAE: 15.471821633403673, MSE: 281.90054226001064, MAPE: 48.57% Accuracy for Europe and Product 506: MAE: 20.409478193123025, MSE: 622.2880887655745, MAPE: 71.88% Accuracy for Europe and Product 507: MAE: 10.522636977160769, MSE: 209.19127001744727, MAPE: 20.34% Accuracy for Europe and Product 508: MAE: 9.238298151712609, MSE: 162.41631712531293, MAPE: 43.77% Accuracy for Europe and Product 509: MAE: 14.809771712551392, MSE: 246.3587087698526, MAPE: 43.28% Accuracy for Europe and Product 510: MAE: 8.116611944064298, MSE: 114.99773715868173, MAPE: 25.03% Accuracy for Europe and Product 511: MAE: 20.61044063969025, MSE: 560.3354051330414, MAPE: 133.15% Accuracy for Europe and Product 512: MAE: 8.291307495453925, MSE: 83.65948123008172, MAPE: 24.47% Accuracy for Europe and Product 513: MAE: 8.110783247358842, MSE: 92.95429574616303, MAPE: 24.65% Accuracy for Europe and Product 514: MAE: 13.539106417952713, MSE: 277.6974558867664, MAPE: 204.34% Accuracy for Europe and Product 515: MAE: 19.604663686112126, MSE: 805.3317432948052, MAPE: 48.34% Accuracy for Europe and Product 516: MAE: 10.591073393004704, MSE: 122.38808893579055, MAPE: 72.23% Accuracy for Europe and Product 517: MAE: 20.16391400871937, MSE: 514.4625167105078, MAPE: 50.05% Accuracy for Europe and Product 518: MAE: 9.164427176441297, MSE: 141.12122791973067, MAPE: 16.50% Accuracy for Europe and Product 519: MAE: 12.685999784717831, MSE: 232.30866858713034, MAPE: 50.44% Accuracy for Europe and Product 520: MAE: 14.137480661567627, MSE: 288.97467742863853, MAPE: 74.99% Accuracy for Europe and Product 521: MAE: 8.23374357655531, MSE: 90.69303633735232, MAPE: 22.21% Accuracy for Europe and Product 522: MAE: 12.083277746962725, MSE: 178.94845886282917, MAPE: 26.14% Accuracy for Europe and Product 523: MAE: 19.341096561422138, MSE: 527.0257934542802, MAPE: 48.28% Accuracy for Europe and Product 524: MAE: 17.79823592009827, MSE: 447.1177279021289, MAPE: 37.36% Accuracy for Europe and Product 525: MAE: 10.527968492981987, MSE: 176.6471576342107, MAPE: 46.11% Accuracy for Europe and Product 526: MAE: 7.008088031489716, MSE: 109.69807279559168, MAPE: 11.56% Accuracy for Europe and Product 527: MAE: 9.06707302755368, MSE: 93.3307310867436, MAPE: 29.74% Accuracy for Europe and Product 528: MAE: 10.214131103944649, MSE: 242.59859866713387, MAPE: 20.98% Accuracy for Europe and Product 529: MAE: 10.13557175489619, MSE: 145.97158374713516, MAPE: 32.33% Accuracy for Europe and Product 530: MAE: 12.61244697971177, MSE: 197.87639233710377, MAPE: 36.36% Accuracy for Europe and Product 531: MAE: 15.860541641787313, MSE: 384.05433115342987, MAPE: 33.64% Accuracy for Europe and Product 532: MAE: 12.463387356418261, MSE: 231.39967486572982, MAPE: 99.90% Accuracy for Europe and Product 533: MAE: 11.857467834005979, MSE: 155.21399337454494, MAPE: 32.96% Accuracy for Europe and Product 534: MAE: 14.844359538292007, MSE: 249.9050379640841, MAPE: 52.84% Accuracy for Europe and Product 535: MAE: 10.840438648326307, MSE: 133.06374528609854, MAPE: 41.51% Accuracy for Europe and Product 536: MAE: 16.511610613672463, MSE: 309.6049354750004, MAPE: 49.27% Accuracy for Europe and Product 537: MAE: 19.84324484376775, MSE: 511.68581466039586, MAPE: 48.97% Accuracy for Europe and Product 538: MAE: 13.480165854025003, MSE: 273.7273898683559, MAPE: 28.18% Accuracy for Europe and Product 539: MAE: 16.404814768071777, MSE: 466.6850817326802, MAPE: 48.99% Accuracy for Europe and Product 540: MAE: 11.652291697980944, MSE: 149.8374781117006, MAPE: 33.69% Accuracy for Europe and Product 541: MAE: 7.829694082517001, MSE: 91.63711142967477, MAPE: 23.44% Accuracy for Europe and Product 542: MAE: 14.923012439794054, MSE: 384.9416360863762, MAPE: 36.34% Accuracy for Europe and Product 543: MAE: 17.108781710955007, MSE: 331.56057401445116, MAPE: 521.86% Accuracy for Europe and Product 544: MAE: 18.727513963721638, MSE: 541.8469221929697, MAPE: 37.20% Accuracy for Europe and Product 545: MAE: 8.668098466235522, MSE: 118.40380559018426, MAPE: 28.12% Accuracy for Europe and Product 546: MAE: 9.524263359692906, MSE: 128.25985905667315, MAPE: 28.37% Accuracy for Europe and Product 547: MAE: 12.648205427356524, MSE: 189.4518145130608, MAPE: 43.51% Accuracy for Europe and Product 548: MAE: 11.932099794382363, MSE: 176.69071550758602, MAPE: 42.94% Accuracy for Europe and Product 549: MAE: 12.241613503253797, MSE: 231.37153286052936, MAPE: 43.45% Accuracy for Europe and Product 550: MAE: 14.531794751457904, MSE: 351.4245051661338, MAPE: 29.47% Accuracy for Europe and Product 551: MAE: 4.283449986806454, MSE: 30.563119895248843, MAPE: 11.30% Accuracy for Europe and Product 552: MAE: 14.824911829972617, MSE: 260.12729178298264, MAPE: 74.35% Accuracy for Europe and Product 553: MAE: 13.048789498079378, MSE: 294.104821453789, MAPE: 90.13% Accuracy for Europe and Product 554: MAE: 4.374895697425415, MSE: 21.50272677956277, MAPE: 16.81% Accuracy for Europe and Product 555: MAE: 13.841231946216885, MSE: 252.72976424869995, MAPE: 48.66% Accuracy for Europe and Product 556: MAE: 6.7481986801462455, MSE: 80.36504039591836, MAPE: 23.83% Accuracy for Europe and Product 557: MAE: 16.70435354205287, MSE: 471.65504071299875, MAPE: 46.39% Accuracy for Europe and Product 558: MAE: 17.374514983913645, MSE: 331.3795259554171, MAPE: 62.92% Accuracy for Europe and Product 559: MAE: 13.51792713628397, MSE: 204.09195731901, MAPE: 38.24% Accuracy for Europe and Product 560: MAE: 11.590642530129745, MSE: 201.23592048530858, MAPE: 26.59% Accuracy for Europe and Product 561: MAE: 13.075391514931994, MSE: 242.49254142731115, MAPE: 52.20% Accuracy for Europe and Product 562: MAE: 9.757370951457585, MSE: 160.73342550770073, MAPE: 31.66% Accuracy for Europe and Product 563: MAE: 22.685526385355708, MSE: 569.6218070061063, MAPE: 65.18% Accuracy for Europe and Product 564: MAE: 9.796492655368407, MSE: 113.65611198257552, MAPE: 24.83% Accuracy for Europe and Product 565: MAE: 2.120402349553804, MSE: 5.271798986644275, MAPE: 6.29% Accuracy for Europe and Product 566: MAE: 10.599216687489823, MSE: 156.15334474241627, MAPE: 35.01% Accuracy for Europe and Product 567: MAE: 14.087994298751834, MSE: 319.22928630691234, MAPE: 37.72% Accuracy for Europe and Product 568: MAE: 6.674199355610571, MSE: 62.718734536137184, MAPE: 15.99% Accuracy for Europe and Product 569: MAE: 10.227211159277434, MSE: 152.48992714845392, MAPE: 33.49% Accuracy for Europe and Product 570: MAE: 7.956849014208325, MSE: 71.45280292065101, MAPE: 20.04% Accuracy for Europe and Product 571: MAE: 12.314287618052623, MSE: 212.31051629483073, MAPE: 85.50% Accuracy for Europe and Product 572: MAE: 3.447508991912811, MSE: 20.352772581090402, MAPE: 9.75% Accuracy for Europe and Product 573: MAE: 11.68827773200392, MSE: 216.43536943516855, MAPE: 21.64% Accuracy for Europe and Product 574: MAE: 3.5480115816335513, MSE: 21.28637473425203, MAPE: 11.47% Accuracy for Europe and Product 575: MAE: 11.894322843795118, MSE: 182.38314897486748, MAPE: 42.32% Accuracy for Europe and Product 576: MAE: 13.65573803356653, MSE: 330.16162396262416, MAPE: 37.31% Accuracy for Europe and Product 577: MAE: 12.001646753532388, MSE: 147.59372614359316, MAPE: 36.64% Accuracy for Europe and Product 578: MAE: 13.004511770484811, MSE: 202.5369976694016, MAPE: 48.79% Accuracy for Europe and Product 579: MAE: 20.212762721777256, MSE: 527.1145323551012, MAPE: 48.56% Accuracy for Europe and Product 580: MAE: 13.110164365758767, MSE: 196.70893367325093, MAPE: 47.73% Accuracy for Europe and Product 581: MAE: 9.945256121532037, MSE: 164.2565435034134, MAPE: 23.82% Accuracy for Europe and Product 582: MAE: 5.200040193082562, MSE: 39.358522523984036, MAPE: 15.88% Accuracy for Europe and Product 583: MAE: 10.82362828519253, MSE: 163.38612763611997, MAPE: 29.97% Accuracy for Europe and Product 584: MAE: 19.51707447329817, MSE: 486.28448476553086, MAPE: 73.51% Accuracy for Europe and Product 585: MAE: 8.335658024948321, MSE: 88.61364548235188, MAPE: 21.12% Accuracy for Europe and Product 586: MAE: 11.213562234584723, MSE: 196.52405373988364, MAPE: 30.58% Accuracy for Europe and Product 587: MAE: 11.81677511083404, MSE: 209.56374932196886, MAPE: 48.42% Accuracy for Europe and Product 588: MAE: 11.067052881898684, MSE: 166.2084682798333, MAPE: 27.28% Accuracy for Europe and Product 589: MAE: 5.271389994022154, MSE: 47.78259187182565, MAPE: 12.06% Accuracy for Europe and Product 590: MAE: 16.22103411592899, MSE: 513.416424275896, MAPE: 29.21% Accuracy for Europe and Product 591: MAE: 18.393124253023494, MSE: 428.6555760163239, MAPE: 73.47% Accuracy for Europe and Product 592: MAE: 6.658551231195932, MSE: 75.09382479443289, MAPE: 16.09% Accuracy for Europe and Product 593: MAE: 12.140850786753086, MSE: 243.96222312943914, MAPE: 55.70% Accuracy for Europe and Product 594: MAE: 13.216692241689737, MSE: 178.70514354693668, MAPE: 31.12% Accuracy for Europe and Product 595: MAE: 23.236026004712702, MSE: 590.8452590461501, MAPE: 173.81% Accuracy for Europe and Product 596: MAE: 11.667420766657361, MSE: 154.7716215670461, MAPE: 39.99% Accuracy for Europe and Product 597: MAE: 9.74596798248324, MSE: 203.27758199408854, MAPE: 36.95% Accuracy for Europe and Product 598: MAE: 12.799214832969836, MSE: 173.37627712405202, MAPE: 40.77% Accuracy for Europe and Product 599: MAE: 8.148989090284212, MSE: 90.02405191195207, MAPE: 48.29% Accuracy for Europe and Product 600: MAE: 6.604447001306127, MSE: 104.21966131429785, MAPE: 17.56% Accuracy for Europe and Product 601: MAE: 10.655331045695382, MSE: 129.71871376904173, MAPE: 26.23% Accuracy for Europe and Product 602: MAE: 14.42366789584172, MSE: 227.12640938452546, MAPE: 51.55% Accuracy for Europe and Product 603: MAE: 12.009444497860796, MSE: 187.94622981227212, MAPE: 37.36% Accuracy for Europe and Product 604: MAE: 10.223457116218594, MSE: 140.19361722887723, MAPE: 45.17% Accuracy for Europe and Product 605: MAE: 21.252155294796086, MSE: 1136.3591773961439, MAPE: 42.77% Accuracy for Europe and Product 606: MAE: 13.427899463708854, MSE: 213.3628249009038, MAPE: 42.00% Accuracy for Europe and Product 607: MAE: 11.240483550456517, MSE: 178.73793020732268, MAPE: 39.43% Accuracy for Europe and Product 608: MAE: 12.826303235313372, MSE: 240.6418002877495, MAPE: 29.67% Accuracy for Europe and Product 609: MAE: 15.246424058413561, MSE: 418.31935771553, MAPE: 78.55% Accuracy for Europe and Product 610: MAE: 13.918890479705746, MSE: 223.61898059372442, MAPE: 38.78% Accuracy for Europe and Product 611: MAE: 9.005381164683495, MSE: 98.65777344342646, MAPE: 25.35% Accuracy for Europe and Product 612: MAE: 18.867500195041195, MSE: 662.5107879202158, MAPE: 47.67% Accuracy for Europe and Product 613: MAE: 19.557463847006453, MSE: 450.2197725676048, MAPE: 68.66% Accuracy for Europe and Product 614: MAE: 19.01464463694339, MSE: 413.9342262742842, MAPE: 50.02% Accuracy for Europe and Product 615: MAE: 9.611984470575056, MSE: 131.4955790462296, MAPE: 29.59% Accuracy for Europe and Product 616: MAE: 11.25977634217297, MSE: 246.8442104126697, MAPE: 19.46% Accuracy for Europe and Product 617: MAE: 10.375694389760406, MSE: 186.11299834012985, MAPE: 24.66% Accuracy for Europe and Product 618: MAE: 18.260926015286934, MSE: 468.3897890093987, MAPE: 34.13% Accuracy for Europe and Product 619: MAE: 11.461716369712892, MSE: 218.4415547457123, MAPE: 31.51% Accuracy for Europe and Product 620: MAE: 11.633107086300273, MSE: 183.30480096756273, MAPE: 36.67% Accuracy for Europe and Product 621: MAE: 5.981192464014443, MSE: 48.87789020486421, MAPE: 15.63% Accuracy for Europe and Product 622: MAE: 12.534808464017274, MSE: 245.1929102724135, MAPE: 35.26% Accuracy for Europe and Product 623: MAE: 13.331020089164564, MSE: 260.42861369258674, MAPE: 54.02% Accuracy for Europe and Product 624: MAE: 17.724316468669297, MSE: 394.3183453847391, MAPE: 58.73% Accuracy for Europe and Product 625: MAE: 13.571656488413705, MSE: 369.9303135184982, MAPE: 61.42% Accuracy for Europe and Product 626: MAE: 6.446518802517469, MSE: 55.83405653132227, MAPE: 20.84% Accuracy for Europe and Product 627: MAE: 11.327047755625419, MSE: 303.07977785534683, MAPE: 25.75% Accuracy for Europe and Product 628: MAE: 4.4273359071006855, MSE: 26.096016313824144, MAPE: 10.89% Accuracy for Europe and Product 629: MAE: 11.107109732190686, MSE: 166.73471381005214, MAPE: 27.49% Accuracy for Europe and Product 630: MAE: 15.197415213662817, MSE: 288.94134010793334, MAPE: 44.39% Accuracy for Europe and Product 631: MAE: 7.734596657256422, MSE: 101.28974983754173, MAPE: 13.07% Accuracy for Europe and Product 632: MAE: 10.348082047564882, MSE: 168.4019649389292, MAPE: 24.56% Accuracy for Europe and Product 633: MAE: 25.713204521746377, MSE: 732.4765756576056, MAPE: 192.87% Accuracy for Europe and Product 634: MAE: 10.993886056265989, MSE: 176.2548938808775, MAPE: 35.59% Accuracy for Europe and Product 635: MAE: 10.070109742563606, MSE: 151.52205382303777, MAPE: 29.99% Accuracy for Europe and Product 636: MAE: 18.296072959081744, MSE: 522.0821009605776, MAPE: 55.44% Accuracy for Europe and Product 637: MAE: 12.619846949375415, MSE: 258.97026785893394, MAPE: 46.86% Accuracy for Europe and Product 638: MAE: 12.455811080767264, MSE: 207.06535508928147, MAPE: 42.46% Accuracy for Europe and Product 639: MAE: 14.34819526536756, MSE: 236.33824994787796, MAPE: 30.56% Accuracy for Europe and Product 640: MAE: 20.20824012068706, MSE: 559.2206886588418, MAPE: 49.81% Accuracy for Europe and Product 641: MAE: 25.413750449644105, MSE: 1043.4422338195377, MAPE: 54.40% Accuracy for Europe and Product 642: MAE: 14.99356313424251, MSE: 381.7741026648217, MAPE: 92.56% Accuracy for Europe and Product 643: MAE: 12.569394425363972, MSE: 182.42623971987027, MAPE: 24.67% Accuracy for Europe and Product 644: MAE: 4.853413755960998, MSE: 39.14835877386851, MAPE: 14.46% Accuracy for Europe and Product 645: MAE: 19.724269796361405, MSE: 493.5106619342017, MAPE: 105.64% Accuracy for Europe and Product 646: MAE: 10.40425980096808, MSE: 166.24881196826317, MAPE: 25.20% Accuracy for Europe and Product 647: MAE: 9.757109480985255, MSE: 156.46456265985051, MAPE: 33.62% Accuracy for Europe and Product 648: MAE: 14.925302136685456, MSE: 374.05173713622906, MAPE: 36.89% Accuracy for Europe and Product 649: MAE: 7.399822226531912, MSE: 103.39749188998906, MAPE: 16.71% Accuracy for Europe and Product 650: MAE: 16.317977004196173, MSE: 320.3826195264138, MAPE: 48.58% Accuracy for Europe and Product 651: MAE: 16.366598877504156, MSE: 288.6805200879422, MAPE: 43.74% Accuracy for Europe and Product 652: MAE: 19.61431863938625, MSE: 486.28741815558334, MAPE: 76.88% Accuracy for Europe and Product 653: MAE: 6.402351753893754, MSE: 57.378914312456324, MAPE: 17.32% Accuracy for Europe and Product 654: MAE: 20.021596214496626, MSE: 562.9937426277287, MAPE: 74.15% Accuracy for Europe and Product 655: MAE: 13.171419597185027, MSE: 329.9075456902161, MAPE: 29.73% Accuracy for Europe and Product 656: MAE: 15.063390909958603, MSE: 317.78807021391515, MAPE: 47.45% Accuracy for Europe and Product 657: MAE: 15.44137417045954, MSE: 302.7436423999728, MAPE: 37.52% Accuracy for Europe and Product 658: MAE: 13.989399031654603, MSE: 262.0057684669349, MAPE: 46.64% Accuracy for Europe and Product 659: MAE: 7.418611256332165, MSE: 71.85174163464691, MAPE: 23.31% Accuracy for Europe and Product 660: MAE: 10.675399691050073, MSE: 155.39130905748686, MAPE: 25.81% Accuracy for Europe and Product 661: MAE: 24.27760838862334, MSE: 725.5593225553172, MAPE: 56.96% Accuracy for Europe and Product 662: MAE: 9.152505850062768, MSE: 116.54281927020108, MAPE: 37.92% Accuracy for Europe and Product 663: MAE: 12.397573544135707, MSE: 213.0431185344744, MAPE: 47.23% Accuracy for Europe and Product 664: MAE: 9.18577070682252, MSE: 111.90494284808226, MAPE: 31.26% Accuracy for Europe and Product 665: MAE: 10.718832174006865, MSE: 140.58289635990667, MAPE: 24.40% Accuracy for Europe and Product 666: MAE: 12.091246448785732, MSE: 249.63217696416206, MAPE: 35.74% Accuracy for Europe and Product 667: MAE: 7.647236396856785, MSE: 100.03261603432163, MAPE: 22.52% Accuracy for Europe and Product 668: MAE: 4.320167541882706, MSE: 34.281521367364725, MAPE: 11.86% Accuracy for Europe and Product 669: MAE: 15.602557693738188, MSE: 294.1856567031635, MAPE: 58.44% Accuracy for Europe and Product 670: MAE: 14.04437355705349, MSE: 217.1981936182877, MAPE: 43.24% Accuracy for Europe and Product 671: MAE: 7.400634998138298, MSE: 78.38303494295546, MAPE: 24.11% Accuracy for Europe and Product 672: MAE: 17.505743609090196, MSE: 415.83547900031374, MAPE: 59.67% Accuracy for Europe and Product 673: MAE: 18.84834702065956, MSE: 453.9080376172973, MAPE: 88.79% Accuracy for Europe and Product 674: MAE: 16.745906463769796, MSE: 361.57232797886587, MAPE: 40.51% Accuracy for Europe and Product 675: MAE: 11.412688596441878, MSE: 149.485000950462, MAPE: 37.02% Accuracy for Europe and Product 676: MAE: 13.817223956116436, MSE: 257.6350307145325, MAPE: 47.51% Accuracy for Europe and Product 677: MAE: 7.498872803361261, MSE: 66.85181869312312, MAPE: 21.11% Accuracy for Europe and Product 678: MAE: 8.877697998561525, MSE: 129.18628503820304, MAPE: 22.06% Accuracy for Europe and Product 679: MAE: 19.529581558942454, MSE: 527.3875091057513, MAPE: 83.44% Accuracy for Europe and Product 680: MAE: 7.131553255979067, MSE: 70.9031390999516, MAPE: 17.78% Accuracy for Europe and Product 681: MAE: 16.20602764578647, MSE: 305.2561445316995, MAPE: 54.38% Accuracy for Europe and Product 682: MAE: 11.67150878465452, MSE: 215.1005764269925, MAPE: 44.06% Accuracy for Europe and Product 683: MAE: 10.170042456046867, MSE: 190.61975259456864, MAPE: 24.38% Accuracy for Europe and Product 684: MAE: 16.481598785922735, MSE: 324.25194776253306, MAPE: 39.01% Accuracy for Europe and Product 685: MAE: 12.54936408691816, MSE: 285.03428169164624, MAPE: 30.04% Accuracy for Europe and Product 686: MAE: 17.706515938347923, MSE: 383.53889750260635, MAPE: 50.38% Accuracy for Europe and Product 687: MAE: 7.056608872216032, MSE: 66.85431302281854, MAPE: 30.24% Accuracy for Europe and Product 688: MAE: 8.079480867598253, MSE: 106.03978044926642, MAPE: 20.38% Accuracy for Europe and Product 689: MAE: 11.939488518130597, MSE: 233.74046214864242, MAPE: 58.27% Accuracy for Europe and Product 690: MAE: 6.521829945674568, MSE: 81.39506705933482, MAPE: 16.17% Accuracy for Europe and Product 691: MAE: 12.84821085670328, MSE: 218.74339551230008, MAPE: 49.14% Accuracy for Europe and Product 692: MAE: 18.954759268795765, MSE: 393.2937976120831, MAPE: 62.23% Accuracy for Europe and Product 693: MAE: 4.581233326900312, MSE: 37.12912741178256, MAPE: 17.79% Accuracy for Europe and Product 694: MAE: 17.419532490813136, MSE: 391.16875069730605, MAPE: 115.37% Accuracy for Europe and Product 695: MAE: 8.955689089304261, MSE: 122.17738249330009, MAPE: 25.32% Accuracy for Europe and Product 696: MAE: 12.91396972281295, MSE: 233.83363817581548, MAPE: 29.03% Accuracy for Europe and Product 697: MAE: 12.83907712072039, MSE: 202.5035556819994, MAPE: 43.34% Accuracy for Europe and Product 698: MAE: 10.826324141281315, MSE: 157.5172416583492, MAPE: 38.15% Accuracy for Europe and Product 699: MAE: 9.365378175475298, MSE: 111.83203561479579, MAPE: 41.85% Accuracy for Europe and Product 700: MAE: 13.875560113851748, MSE: 316.17583442389343, MAPE: 325.30% Accuracy for Europe and Product 701: MAE: 18.79284686284305, MSE: 420.2601309495866, MAPE: 73.20% Accuracy for Europe and Product 702: MAE: 8.481813637664077, MSE: 162.07624794313537, MAPE: 45.31% Accuracy for Europe and Product 703: MAE: 9.873474076573299, MSE: 136.42607934251782, MAPE: 30.12% Accuracy for Europe and Product 704: MAE: 13.927756318402505, MSE: 237.79787858291053, MAPE: 42.72% Accuracy for Europe and Product 705: MAE: 15.915554340710097, MSE: 573.7501181073982, MAPE: 35.79% Accuracy for Europe and Product 706: MAE: 14.139156578177642, MSE: 550.9916625211916, MAPE: 24.69% Accuracy for Europe and Product 707: MAE: 15.080773746120087, MSE: 321.95065771465204, MAPE: 47.74% Accuracy for Europe and Product 708: MAE: 18.59989902705435, MSE: 398.15164355065724, MAPE: 51.40% Accuracy for Europe and Product 709: MAE: 6.708722439768602, MSE: 67.50744777292238, MAPE: 20.69% Accuracy for Europe and Product 710: MAE: 13.113083106793937, MSE: 256.29829317825397, MAPE: 50.78% Accuracy for Europe and Product 711: MAE: 8.281319543046136, MSE: 95.19713762849196, MAPE: 17.41% Accuracy for Europe and Product 712: MAE: 11.035151316924777, MSE: 154.39960030372703, MAPE: 24.90% Accuracy for Europe and Product 713: MAE: 8.806569235772196, MSE: 139.94118696997006, MAPE: 33.07% Accuracy for Europe and Product 714: MAE: 11.310938690525617, MSE: 230.4617843229765, MAPE: 25.86% Accuracy for Europe and Product 715: MAE: 21.48704901172137, MSE: 525.9706316681429, MAPE: 56.65% Accuracy for Europe and Product 716: MAE: 11.233007156957424, MSE: 298.8679254216692, MAPE: 35.17% Accuracy for Europe and Product 717: MAE: 6.207322831493272, MSE: 75.75225123065451, MAPE: 15.73% Accuracy for Europe and Product 718: MAE: 9.96281922354567, MSE: 120.25287479085732, MAPE: 34.76% Accuracy for Europe and Product 719: MAE: 6.830393247199102, MSE: 81.68937832505188, MAPE: 13.54% Accuracy for Europe and Product 720: MAE: 15.779381980494781, MSE: 325.0016368734679, MAPE: 44.67% Accuracy for Europe and Product 721: MAE: 12.576290203539164, MSE: 245.79850175932015, MAPE: 32.29% Accuracy for Europe and Product 722: MAE: 8.992221612575008, MSE: 138.24302718207912, MAPE: 34.12% Accuracy for Europe and Product 723: MAE: 10.093066905019503, MSE: 143.4244839897545, MAPE: 31.63% Accuracy for Europe and Product 724: MAE: 14.948166327459045, MSE: 274.25783224476464, MAPE: 40.08% Accuracy for Europe and Product 725: MAE: 12.362400884817172, MSE: 183.97613545966232, MAPE: 39.03% Accuracy for Europe and Product 726: MAE: 22.51257374042196, MSE: 552.0125556564412, MAPE: 64.30% Accuracy for Europe and Product 727: MAE: 9.991315688008905, MSE: 118.02427227950757, MAPE: 27.57% Accuracy for Europe and Product 728: MAE: 21.420140466519413, MSE: 635.226213305211, MAPE: 45.79% Accuracy for Europe and Product 729: MAE: 9.57643483980571, MSE: 164.90446828355485, MAPE: 33.39% Accuracy for Europe and Product 730: MAE: 16.742633668153985, MSE: 402.3466427220988, MAPE: 42.12% Accuracy for Europe and Product 731: MAE: 13.251169987129936, MSE: 378.32672140435824, MAPE: 27.81% Accuracy for Europe and Product 732: MAE: 9.603169993758106, MSE: 199.35801937745214, MAPE: 23.58% Accuracy for Europe and Product 733: MAE: 18.502943761273535, MSE: 422.8298681113952, MAPE: 84.15% Accuracy for Europe and Product 734: MAE: 15.854509742346213, MSE: 465.19900278563046, MAPE: 68.82% Accuracy for Europe and Product 735: MAE: 17.90015724698824, MSE: 398.91711933406634, MAPE: 173.72% Accuracy for Europe and Product 736: MAE: 8.4240408567715, MSE: 115.55680891953776, MAPE: 24.90% Accuracy for Europe and Product 737: MAE: 19.545597649909233, MSE: 490.8080284617894, MAPE: 47.22% Accuracy for Europe and Product 738: MAE: 3.347006860508133, MSE: 21.782345110187975, MAPE: 13.25% Accuracy for Europe and Product 739: MAE: 12.16337736865361, MSE: 180.73584565520514, MAPE: 46.80% Accuracy for Europe and Product 740: MAE: 12.054351826297621, MSE: 169.57238776512463, MAPE: 44.40% Accuracy for Europe and Product 741: MAE: 7.795769516578064, MSE: 78.5262489322877, MAPE: 31.55% Accuracy for Europe and Product 742: MAE: 16.51303081424025, MSE: 328.526113172118, MAPE: 56.50% Accuracy for Europe and Product 743: MAE: 7.7886384893070755, MSE: 78.99442652036412, MAPE: 36.23% Accuracy for Europe and Product 744: MAE: 10.31133225778414, MSE: 136.99168581809937, MAPE: 60.30% Accuracy for Europe and Product 745: MAE: 15.16781338218556, MSE: 253.6589355534949, MAPE: 64.80% Accuracy for Europe and Product 746: MAE: 11.177981497961815, MSE: 194.65162979933615, MAPE: 37.47% Accuracy for Europe and Product 747: MAE: 12.91664669567373, MSE: 220.35269267297903, MAPE: 113.82% Accuracy for Europe and Product 748: MAE: 11.763137029515999, MSE: 217.15613182140936, MAPE: 30.85% Accuracy for Europe and Product 749: MAE: 16.695851832079438, MSE: 497.42620873452125, MAPE: 58.86% Accuracy for Europe and Product 750: MAE: 12.03847228455084, MSE: 179.14699058150023, MAPE: 32.85% Accuracy for Europe and Product 751: MAE: 12.607947062833608, MSE: 363.6684858898388, MAPE: 34.04% Accuracy for Europe and Product 752: MAE: 14.050690149833613, MSE: 296.8657758490363, MAPE: 45.07% Accuracy for Europe and Product 753: MAE: 14.950282552663037, MSE: 252.36521104809344, MAPE: 38.86% Accuracy for Europe and Product 754: MAE: 14.352844791045175, MSE: 293.1034381918205, MAPE: 41.68% Accuracy for Europe and Product 755: MAE: 13.233170768806104, MSE: 276.2916205385254, MAPE: 28.06% Accuracy for Europe and Product 756: MAE: 15.266213187407203, MSE: 365.08343912844936, MAPE: 49.68% Accuracy for Europe and Product 757: MAE: 10.142918389211683, MSE: 138.07169533172774, MAPE: 28.22% Accuracy for Europe and Product 758: MAE: 10.858019381254653, MSE: 160.94182855233146, MAPE: 30.25% Accuracy for Europe and Product 759: MAE: 10.908902237869166, MSE: 155.93326570852656, MAPE: 30.40% Accuracy for Europe and Product 760: MAE: 9.97951869588174, MSE: 140.47860423755623, MAPE: 29.48% Accuracy for Europe and Product 761: MAE: 10.81495723786939, MSE: 143.29015294614277, MAPE: 43.95% Accuracy for Europe and Product 762: MAE: 24.738546781447013, MSE: 845.2073619516608, MAPE: 70.20% Accuracy for Europe and Product 763: MAE: 15.638898582430008, MSE: 400.0775142692758, MAPE: 84.69% Accuracy for Europe and Product 764: MAE: 12.723242424313172, MSE: 198.47900707644357, MAPE: 25.08% Accuracy for Europe and Product 765: MAE: 11.957002460528575, MSE: 244.40810590632344, MAPE: 87.67% Accuracy for Europe and Product 766: MAE: 8.869249444123378, MSE: 105.58944753573806, MAPE: 28.78% Accuracy for Europe and Product 767: MAE: 13.401779174744338, MSE: 288.39636846257326, MAPE: 113.78% Accuracy for Europe and Product 768: MAE: 13.22796615304116, MSE: 230.81816653620317, MAPE: 29.77% Accuracy for Europe and Product 769: MAE: 10.762118755147881, MSE: 150.43176792112467, MAPE: 31.57% Accuracy for Europe and Product 770: MAE: 15.020844686020984, MSE: 371.8657035800595, MAPE: 31.32% Accuracy for Europe and Product 771: MAE: 10.473110085193408, MSE: 208.22291515900156, MAPE: 29.14% Accuracy for Europe and Product 772: MAE: 12.682779932253862, MSE: 279.13195097461664, MAPE: 556.14% Accuracy for Europe and Product 773: MAE: 27.943625773909776, MSE: 818.7091148215807, MAPE: 74.53% Accuracy for Europe and Product 774: MAE: 2.949726479477171, MSE: 11.472714961176312, MAPE: 8.32% Accuracy for Europe and Product 775: MAE: 17.376205026342735, MSE: 443.4796957849562, MAPE: 48.72% Accuracy for Europe and Product 776: MAE: 14.583360852271724, MSE: 284.56694568048687, MAPE: 45.42% Accuracy for Europe and Product 777: MAE: 9.198405787801269, MSE: 124.12369598999297, MAPE: 22.46% Accuracy for Europe and Product 778: MAE: 5.934804217970964, MSE: 58.97090007636605, MAPE: 12.43% Accuracy for Europe and Product 779: MAE: 10.723120666288258, MSE: 156.49778787031374, MAPE: 29.00% Accuracy for Europe and Product 780: MAE: 12.01987961390282, MSE: 234.57983270444498, MAPE: 45.11% Accuracy for Europe and Product 781: MAE: 11.73097705964041, MSE: 181.59789040153424, MAPE: 34.30% Accuracy for Europe and Product 782: MAE: 5.4969949627812245, MSE: 49.541808542776586, MAPE: 13.42% Accuracy for Europe and Product 783: MAE: 10.581005139306445, MSE: 195.65593493194643, MAPE: 29.03% Accuracy for Europe and Product 784: MAE: 7.622604693250873, MSE: 87.38563646081195, MAPE: 32.72% Accuracy for Europe and Product 785: MAE: 8.232345828641364, MSE: 144.35582193799178, MAPE: 23.79% Accuracy for Europe and Product 786: MAE: 11.723120897857873, MSE: 178.01743988319876, MAPE: 30.02% Accuracy for Europe and Product 787: MAE: 11.174264100227173, MSE: 305.026465736094, MAPE: 31.30% Accuracy for Europe and Product 788: MAE: 12.196696510985046, MSE: 197.34579820660207, MAPE: 47.79% Accuracy for Europe and Product 789: MAE: 6.323519306461996, MSE: 45.776116389065464, MAPE: 16.69% Accuracy for Europe and Product 790: MAE: 14.06516370095439, MSE: 295.0984364841043, MAPE: 78.97% Accuracy for Europe and Product 791: MAE: 18.13579646425598, MSE: 343.6602112490033, MAPE: 49.75% Accuracy for Europe and Product 792: MAE: 16.601818191941426, MSE: 376.0813778880585, MAPE: 43.96% Accuracy for Europe and Product 793: MAE: 20.295203768628102, MSE: 547.9157540680601, MAPE: 187.25% Accuracy for Europe and Product 794: MAE: 15.207735647455644, MSE: 347.78620574512814, MAPE: 40.46% Accuracy for Europe and Product 795: MAE: 7.557072558237579, MSE: 80.5624734530011, MAPE: 13.38% Accuracy for Europe and Product 796: MAE: 8.524997888879168, MSE: 102.9676217693046, MAPE: 21.62% Accuracy for Europe and Product 797: MAE: 21.81335825725222, MSE: 543.6419452702515, MAPE: 68.20% Accuracy for Europe and Product 798: MAE: 14.332767193894204, MSE: 287.8822848627842, MAPE: 35.23% Accuracy for Europe and Product 799: MAE: 18.3218685865844, MSE: 390.39557042375543, MAPE: 54.99% Accuracy for Europe and Product 800: MAE: 15.646851807445861, MSE: 326.4711192259477, MAPE: 55.94% Accuracy for Europe and Product 801: MAE: 24.82319999934012, MSE: 661.9822611725704, MAPE: 96.83% Accuracy for Europe and Product 802: MAE: 14.53515523006999, MSE: 350.17690083868376, MAPE: 43.29% Accuracy for Europe and Product 803: MAE: 13.953833291134321, MSE: 236.53398418560428, MAPE: 38.02% Accuracy for Europe and Product 804: MAE: 9.59328967915917, MSE: 138.19889379402645, MAPE: 21.11% Accuracy for Europe and Product 805: MAE: 15.800653835242661, MSE: 331.3792211181426, MAPE: 44.61% Accuracy for Europe and Product 806: MAE: 13.985731193093056, MSE: 297.41013872081703, MAPE: 38.17% Accuracy for Europe and Product 807: MAE: 10.149754233638092, MSE: 121.28549530092116, MAPE: 56.39% Accuracy for Europe and Product 808: MAE: 20.675041301342883, MSE: 766.2389875359045, MAPE: 92.63% Accuracy for Europe and Product 809: MAE: 15.914487517723714, MSE: 442.42630438777513, MAPE: 37.93% Accuracy for Europe and Product 810: MAE: 15.856665202362702, MSE: 311.12124660924366, MAPE: 41.37% Accuracy for Europe and Product 811: MAE: 10.354629123626745, MSE: 168.3548333139725, MAPE: 44.89% Accuracy for Europe and Product 812: MAE: 14.219203383035932, MSE: 347.64580361107653, MAPE: 42.33% Accuracy for Europe and Product 813: MAE: 13.394549240488505, MSE: 226.08931038982973, MAPE: 57.73% Accuracy for Europe and Product 814: MAE: 8.14813588474184, MSE: 87.13593633600307, MAPE: 18.71% Accuracy for Europe and Product 815: MAE: 16.96711388545349, MSE: 367.63810406318726, MAPE: 73.79% Accuracy for Europe and Product 816: MAE: 16.759429135237244, MSE: 452.47567929240665, MAPE: 70.25% Accuracy for Europe and Product 817: MAE: 20.803749057930446, MSE: 665.2756527367035, MAPE: 86.39% Accuracy for Europe and Product 818: MAE: 15.95298200476366, MSE: 361.62722257597403, MAPE: 38.73% Accuracy for Europe and Product 819: MAE: 7.396171568594616, MSE: 73.22396905567608, MAPE: 18.67% Accuracy for Europe and Product 820: MAE: 7.525312069845704, MSE: 89.09751818259113, MAPE: 17.23% Accuracy for Europe and Product 821: MAE: 13.248475569274415, MSE: 190.3358117677579, MAPE: 43.49% Accuracy for Europe and Product 822: MAE: 14.01304590522949, MSE: 249.32580966820956, MAPE: 30.68% Accuracy for Europe and Product 823: MAE: 10.687513852240242, MSE: 130.306786752788, MAPE: 26.05% Accuracy for Europe and Product 824: MAE: 10.546002076018045, MSE: 177.21659221822918, MAPE: 48.63% Accuracy for Europe and Product 825: MAE: 12.384895459058885, MSE: 180.91075306485737, MAPE: 25.98% Accuracy for Europe and Product 826: MAE: 16.9813847915455, MSE: 556.8966843013065, MAPE: 40.30% Accuracy for Europe and Product 827: MAE: 13.256929099958716, MSE: 233.0571473645307, MAPE: 39.96% Accuracy for Europe and Product 828: MAE: 11.619000357172677, MSE: 148.64438914013138, MAPE: 35.08% Accuracy for Europe and Product 829: MAE: 10.696025101982707, MSE: 140.7289538999157, MAPE: 29.10% Accuracy for Europe and Product 830: MAE: 6.902657006520331, MSE: 60.897796464817645, MAPE: 18.16% Accuracy for Europe and Product 831: MAE: 9.972746010121714, MSE: 160.85463407967808, MAPE: 15.51% Accuracy for Europe and Product 832: MAE: 19.53787694058378, MSE: 458.97672744223667, MAPE: 67.66% Accuracy for Europe and Product 833: MAE: 13.924676490869956, MSE: 320.8184297932945, MAPE: 66.37% Accuracy for Europe and Product 834: MAE: 15.01086427138036, MSE: 338.9189545132957, MAPE: 55.64% Accuracy for Europe and Product 835: MAE: 19.204593697647617, MSE: 433.8224260832355, MAPE: 39.06% Accuracy for Europe and Product 836: MAE: 19.042020257296418, MSE: 474.4002333264678, MAPE: 92.47% Accuracy for Europe and Product 837: MAE: 14.886759519857112, MSE: 298.13183873811874, MAPE: 38.53% Accuracy for Europe and Product 838: MAE: 13.718776032821546, MSE: 209.8321274415163, MAPE: 42.05% Accuracy for Europe and Product 839: MAE: 12.310493268449216, MSE: 200.65161548634586, MAPE: 51.28% Accuracy for Europe and Product 840: MAE: 12.472079067531192, MSE: 225.45607108689472, MAPE: 44.48% Accuracy for Europe and Product 841: MAE: 21.18438402922062, MSE: 460.8156424991777, MAPE: 66.59% Accuracy for Europe and Product 842: MAE: 10.884851551135931, MSE: 138.2679852403542, MAPE: 24.07% Accuracy for Europe and Product 843: MAE: 7.32607835484262, MSE: 59.784922611700075, MAPE: 19.72% Accuracy for Europe and Product 844: MAE: 12.45197721352714, MSE: 163.4365624937256, MAPE: 29.51% Accuracy for Europe and Product 845: MAE: 11.69682379942526, MSE: 194.33888344672553, MAPE: 30.13% Accuracy for Europe and Product 846: MAE: 16.000078075302973, MSE: 325.45840278615265, MAPE: 45.42% Accuracy for Europe and Product 847: MAE: 13.061250546039819, MSE: 259.7102492370671, MAPE: 27.19% Accuracy for Europe and Product 848: MAE: 10.314062595742104, MSE: 162.02881280604396, MAPE: 29.78% Accuracy for Europe and Product 849: MAE: 14.875924807720537, MSE: 253.36876729956808, MAPE: 45.48% Accuracy for Europe and Product 850: MAE: 11.385882094846368, MSE: 354.8134126337151, MAPE: 55.64% Accuracy for Europe and Product 851: MAE: 9.326504168750244, MSE: 139.19758763286615, MAPE: 43.53% Accuracy for Europe and Product 852: MAE: 15.309330592238265, MSE: 299.69273331446885, MAPE: 49.10% Accuracy for Europe and Product 853: MAE: 13.758530298815526, MSE: 243.73628613540168, MAPE: 37.07% Accuracy for Europe and Product 854: MAE: 15.148981269884368, MSE: 322.33516303754, MAPE: 39.77% Accuracy for Europe and Product 855: MAE: 14.750475128922782, MSE: 264.00464236852247, MAPE: 36.83% Accuracy for Europe and Product 856: MAE: 6.404601068036317, MSE: 54.54016642673398, MAPE: 16.32% Accuracy for Europe and Product 857: MAE: 18.663138648649188, MSE: 653.7759986014086, MAPE: 61.78% Accuracy for Europe and Product 858: MAE: 14.390595292737236, MSE: 354.5348306983069, MAPE: 160.17% Accuracy for Europe and Product 859: MAE: 16.021496353251845, MSE: 309.4468781380095, MAPE: 43.55% Accuracy for Europe and Product 860: MAE: 9.314382033456537, MSE: 125.9448556129513, MAPE: 24.06% Accuracy for Europe and Product 861: MAE: 11.27123275591404, MSE: 304.8872719295513, MAPE: 19.81% Accuracy for Europe and Product 862: MAE: 10.909053411924502, MSE: 127.18738250439453, MAPE: 20.80% Accuracy for Europe and Product 863: MAE: 12.749470486000384, MSE: 233.14664936458294, MAPE: 45.17% Accuracy for Europe and Product 864: MAE: 7.335451660300045, MSE: 67.38538017373591, MAPE: 20.57% Accuracy for Europe and Product 865: MAE: 11.48077846945155, MSE: 265.00681307370826, MAPE: 27.20% Accuracy for Europe and Product 866: MAE: 16.29017517840175, MSE: 504.0875854209133, MAPE: 248.86% Accuracy for Europe and Product 867: MAE: 11.71840613985322, MSE: 202.63957126765231, MAPE: 39.35% Accuracy for Europe and Product 868: MAE: 14.36975034308997, MSE: 251.42871406222383, MAPE: 48.39% Accuracy for Europe and Product 869: MAE: 22.078598508601, MSE: 704.523002699945, MAPE: 52.07% Accuracy for Europe and Product 870: MAE: 14.116434881013566, MSE: 271.79360627288645, MAPE: 96.94% Accuracy for Europe and Product 871: MAE: 23.617137680713775, MSE: 821.2447997619672, MAPE: 77.94% Accuracy for Europe and Product 872: MAE: 12.819732647486557, MSE: 298.5798598043189, MAPE: 73.33% Accuracy for Europe and Product 873: MAE: 13.726659434228457, MSE: 217.90471124665117, MAPE: 34.07% Accuracy for Europe and Product 874: MAE: 2.562670074327582, MSE: 9.691916101069136, MAPE: 8.26% Accuracy for Europe and Product 875: MAE: 13.664137954602845, MSE: 329.47954120279473, MAPE: 33.73% Accuracy for Europe and Product 876: MAE: 14.646839549625753, MSE: 320.10986103789566, MAPE: 30.38% Accuracy for Europe and Product 877: MAE: 14.368931392125205, MSE: 377.113508322972, MAPE: 27.39% Accuracy for Europe and Product 878: MAE: 8.540913298731812, MSE: 96.09638536506085, MAPE: 25.61% Accuracy for Europe and Product 879: MAE: 16.05184880117894, MSE: 320.70844567223696, MAPE: 40.19% Accuracy for Europe and Product 880: MAE: 17.415343322320293, MSE: 477.9155574630155, MAPE: 56.53% Accuracy for Europe and Product 881: MAE: 16.801678413673624, MSE: 346.68974099505175, MAPE: 52.49% Accuracy for Europe and Product 882: MAE: 13.85331328926598, MSE: 344.93147360026273, MAPE: 61.67% Accuracy for Europe and Product 883: MAE: 15.130448481255632, MSE: 360.48564734498115, MAPE: 60.77% Accuracy for Europe and Product 884: MAE: 16.657999681100264, MSE: 315.4366423232812, MAPE: 57.16% Accuracy for Europe and Product 885: MAE: 10.836644431662648, MSE: 178.70227461465382, MAPE: 39.91% Accuracy for Europe and Product 886: MAE: 10.971936471203827, MSE: 169.03305192915462, MAPE: 45.30% Accuracy for Europe and Product 887: MAE: 15.185110218652436, MSE: 304.4014523088728, MAPE: 100.77% Accuracy for Europe and Product 888: MAE: 10.441622429949172, MSE: 123.65244022125657, MAPE: 35.24% Accuracy for Europe and Product 889: MAE: 6.062510064677776, MSE: 47.11997954563186, MAPE: 20.32% Accuracy for Europe and Product 890: MAE: 19.888275811169432, MSE: 459.20523294777684, MAPE: 63.54% Accuracy for Europe and Product 891: MAE: 6.787979588261332, MSE: 75.49463463007314, MAPE: 17.49% Accuracy for Europe and Product 892: MAE: 14.520165294515271, MSE: 437.4646503940785, MAPE: 28.41% Accuracy for Europe and Product 893: MAE: 10.469422853808735, MSE: 218.1828751901247, MAPE: 18.75% Accuracy for Europe and Product 894: MAE: 15.804428186703685, MSE: 291.50438958454464, MAPE: 45.27% Accuracy for Europe and Product 895: MAE: 13.162695565635925, MSE: 205.29647987093009, MAPE: 42.92% Accuracy for Europe and Product 896: MAE: 17.99895687918977, MSE: 453.6911791614413, MAPE: 48.68% Accuracy for Europe and Product 897: MAE: 16.058015609009146, MSE: 335.68484290288484, MAPE: 79.92% Accuracy for Europe and Product 898: MAE: 11.739803530101419, MSE: 249.3520584136695, MAPE: 31.55% Accuracy for Europe and Product 899: MAE: 14.099756570032923, MSE: 312.7511891788424, MAPE: 38.10% Accuracy for Europe and Product 900: MAE: 18.736850733353954, MSE: 472.9123001322503, MAPE: 77.94% Accuracy for Europe and Product 901: MAE: 6.075077172367919, MSE: 99.62798357651798, MAPE: 25.58% Accuracy for Europe and Product 902: MAE: 16.489426373782088, MSE: 602.8600275813492, MAPE: 37.98% Accuracy for Europe and Product 903: MAE: 12.580257539200868, MSE: 259.51918256072884, MAPE: 42.59% Accuracy for Europe and Product 904: MAE: 12.369746010961276, MSE: 202.21889582735437, MAPE: 31.82% Accuracy for Europe and Product 905: MAE: 10.472943953671676, MSE: 155.36196324168753, MAPE: 20.71% Accuracy for Europe and Product 906: MAE: 4.735494031100442, MSE: 30.9927017958481, MAPE: 14.23% Accuracy for Europe and Product 907: MAE: 19.151398107635984, MSE: 469.98192815775644, MAPE: 41.44% Accuracy for Europe and Product 908: MAE: 11.685139409604982, MSE: 229.37339633301085, MAPE: 25.91% Accuracy for Europe and Product 909: MAE: 12.552796693231517, MSE: 306.9729017385081, MAPE: 56.81% Accuracy for Europe and Product 910: MAE: 13.571751047482909, MSE: 298.4147092960483, MAPE: 47.57% Accuracy for Europe and Product 911: MAE: 15.02699767386926, MSE: 295.8305134818513, MAPE: 52.19% Accuracy for Europe and Product 912: MAE: 11.194871502835907, MSE: 202.95259069317356, MAPE: 46.75% Accuracy for Europe and Product 913: MAE: 11.55935734239426, MSE: 223.40338082240092, MAPE: 26.18% Accuracy for Europe and Product 914: MAE: 4.332139657004122, MSE: 25.365564056783576, MAPE: 23.43% Accuracy for Europe and Product 915: MAE: 22.65413748164259, MSE: 750.4238545174265, MAPE: 214.57% Accuracy for Europe and Product 916: MAE: 20.084131830689955, MSE: 549.8173560103729, MAPE: 112.30% Accuracy for Europe and Product 917: MAE: 8.90007368651655, MSE: 121.1829430634347, MAPE: 48.36% Accuracy for Europe and Product 918: MAE: 16.853275840157785, MSE: 424.4129031664652, MAPE: 51.64% Accuracy for Europe and Product 919: MAE: 21.778806052709403, MSE: 671.2601843531428, MAPE: 63.91% Accuracy for Europe and Product 920: MAE: 15.626963482097455, MSE: 328.55283129442194, MAPE: 38.92% Accuracy for Europe and Product 921: MAE: 9.24507143069778, MSE: 101.51348030872505, MAPE: 28.29% Accuracy for Europe and Product 922: MAE: 12.025969397445136, MSE: 197.37862941985333, MAPE: 36.27% Accuracy for Europe and Product 923: MAE: 10.708143317320822, MSE: 178.7390409094554, MAPE: 46.51% Accuracy for Europe and Product 924: MAE: 8.110251996104946, MSE: 99.15198155034804, MAPE: 23.74% Accuracy for Europe and Product 925: MAE: 7.246576981978707, MSE: 73.55623662896906, MAPE: 25.60% Accuracy for Europe and Product 926: MAE: 28.873650881583977, MSE: 1000.5127178683817, MAPE: 98.32% Accuracy for Europe and Product 927: MAE: 12.089864476909089, MSE: 200.82728119711027, MAPE: 29.85% Accuracy for Europe and Product 928: MAE: 14.61674353483543, MSE: 310.8952675878563, MAPE: 68.01% Accuracy for Europe and Product 929: MAE: 8.79071368891607, MSE: 140.5103843668888, MAPE: 21.99% Accuracy for Europe and Product 930: MAE: 14.051626856232408, MSE: 257.18718428958266, MAPE: 99.50% Accuracy for Europe and Product 931: MAE: 10.31103821160917, MSE: 156.30667731593033, MAPE: 41.41% Accuracy for Europe and Product 932: MAE: 10.292337692530047, MSE: 186.290029475805, MAPE: 43.78% Accuracy for Europe and Product 933: MAE: 10.078500494060131, MSE: 130.64983342861166, MAPE: 25.70% Accuracy for Europe and Product 934: MAE: 12.057836238260714, MSE: 288.47058246356426, MAPE: 72.68% Accuracy for Europe and Product 935: MAE: 11.589096143709401, MSE: 151.42059455150599, MAPE: 33.49% Accuracy for Europe and Product 936: MAE: 19.3139156748475, MSE: 635.9482988877754, MAPE: 71.25% Accuracy for Europe and Product 937: MAE: 11.248974377684524, MSE: 164.30514041957787, MAPE: 32.80% Accuracy for Europe and Product 938: MAE: 13.461656976415785, MSE: 245.72331089605981, MAPE: 54.76% Accuracy for Europe and Product 939: MAE: 16.636591427969627, MSE: 683.1376200801748, MAPE: 35.26% Accuracy for Europe and Product 940: MAE: 17.417056260649154, MSE: 352.30998654179456, MAPE: 45.75% Accuracy for Europe and Product 941: MAE: 11.853531294137529, MSE: 180.43965624641626, MAPE: 28.35% Accuracy for Europe and Product 942: MAE: 8.526612183334992, MSE: 98.60225927058883, MAPE: 15.17% Accuracy for Europe and Product 943: MAE: 13.53622584856808, MSE: 195.0031615210168, MAPE: 37.87% Accuracy for Europe and Product 944: MAE: 9.628161950923618, MSE: 122.21345152731234, MAPE: 23.54% Accuracy for Europe and Product 945: MAE: 10.884466465818452, MSE: 207.282846701628, MAPE: 40.21% Accuracy for Europe and Product 946: MAE: 18.924084258528808, MSE: 549.5762229021642, MAPE: 63.34% Accuracy for Europe and Product 947: MAE: 8.20541930726136, MSE: 111.7515113849269, MAPE: 22.95% Accuracy for Europe and Product 948: MAE: 9.830018753907314, MSE: 121.26363036300877, MAPE: 31.16% Accuracy for Europe and Product 949: MAE: 20.127733772879534, MSE: 687.668386215582, MAPE: 44.34% Accuracy for Europe and Product 950: MAE: 6.38547483073246, MSE: 58.61210360144635, MAPE: 16.19% Accuracy for Europe and Product 951: MAE: 7.374192284487894, MSE: 56.853621210803375, MAPE: 19.31% Accuracy for Europe and Product 952: MAE: 12.312054519087027, MSE: 199.0058692808389, MAPE: 38.92% Accuracy for Europe and Product 953: MAE: 13.318278944259754, MSE: 211.30918348445556, MAPE: 36.71% Accuracy for Europe and Product 954: MAE: 15.51822118616941, MSE: 305.6128321533727, MAPE: 43.66% Accuracy for Europe and Product 955: MAE: 2.614944944689552, MSE: 12.64027924919394, MAPE: 6.45% Accuracy for Europe and Product 956: MAE: 11.228150162314863, MSE: 210.204731820793, MAPE: 23.07% Accuracy for Europe and Product 957: MAE: 11.687035149332765, MSE: 213.89660532961685, MAPE: 30.30% Accuracy for Europe and Product 958: MAE: 10.423285016993383, MSE: 147.9940909418794, MAPE: 35.93% Accuracy for Europe and Product 959: MAE: 10.272265717739113, MSE: 250.8990863213124, MAPE: 143.82% Accuracy for Europe and Product 960: MAE: 24.10518661978304, MSE: 697.4496994500084, MAPE: 78.22% Accuracy for Europe and Product 961: MAE: 11.80736982738836, MSE: 175.89274330787242, MAPE: 33.51% Accuracy for Europe and Product 962: MAE: 15.926761604984529, MSE: 403.26008840266, MAPE: 29.57% Accuracy for Europe and Product 963: MAE: 16.463795344029723, MSE: 447.6922972486174, MAPE: 95.89% Accuracy for Europe and Product 964: MAE: 13.53722935228501, MSE: 240.0309267931337, MAPE: 39.13% Accuracy for Europe and Product 965: MAE: 13.035783293015786, MSE: 206.0724824932873, MAPE: 46.65% Accuracy for Europe and Product 966: MAE: 23.691070454264274, MSE: 659.9159951987842, MAPE: 101.39% Accuracy for Europe and Product 967: MAE: 10.041506142385817, MSE: 103.4009827710026, MAPE: 34.48% Accuracy for Europe and Product 968: MAE: 8.63171627144057, MSE: 87.61857562949756, MAPE: 20.28% Accuracy for Europe and Product 969: MAE: 9.15451740274863, MSE: 148.79786957263963, MAPE: 25.07% Accuracy for Europe and Product 970: MAE: 18.672240111540937, MSE: 524.9221628011634, MAPE: 74.15% Accuracy for Europe and Product 971: MAE: 14.176762143797841, MSE: 297.8982257905135, MAPE: 36.38% Accuracy for Europe and Product 972: MAE: 17.284757560851425, MSE: 380.9328365889219, MAPE: 48.19% Accuracy for Europe and Product 973: MAE: 14.365505006048044, MSE: 264.32640375618746, MAPE: 40.81% Accuracy for Europe and Product 974: MAE: 11.351510857979044, MSE: 223.78039096222955, MAPE: 62.80% Accuracy for Europe and Product 975: MAE: 9.329273774793432, MSE: 159.77232676501987, MAPE: 20.96% Accuracy for Europe and Product 976: MAE: 16.58614478530394, MSE: 344.49775830976034, MAPE: 123.42% Accuracy for Europe and Product 977: MAE: 12.164978947276353, MSE: 211.0707974164231, MAPE: 25.90% Accuracy for Europe and Product 978: MAE: 16.138264902585963, MSE: 334.81693764803174, MAPE: 53.80% Accuracy for Europe and Product 979: MAE: 15.329936658202787, MSE: 387.17908395755506, MAPE: 36.37% Accuracy for Europe and Product 980: MAE: 15.557779708844674, MSE: 352.712896374612, MAPE: 53.22% Accuracy for Europe and Product 981: MAE: 17.54220437328928, MSE: 437.1723775678018, MAPE: 111.97% Accuracy for Europe and Product 982: MAE: 11.00188252063071, MSE: 218.94684662146724, MAPE: 32.21% Accuracy for Europe and Product 983: MAE: 16.245652679576285, MSE: 332.2794683813303, MAPE: 43.39% Accuracy for Europe and Product 984: MAE: 9.035248931323462, MSE: 117.54072541452578, MAPE: 17.49% Accuracy for Europe and Product 985: MAE: 12.09539387769826, MSE: 154.09163324074154, MAPE: 55.44% Accuracy for Europe and Product 986: MAE: 8.994101651948714, MSE: 88.74799712178825, MAPE: 23.41% Accuracy for Europe and Product 987: MAE: 19.271618031628243, MSE: 465.1886495183615, MAPE: 55.08% Accuracy for Europe and Product 988: MAE: 17.95699259431712, MSE: 469.19694649174926, MAPE: 48.88% Accuracy for Europe and Product 989: MAE: 12.44472556367177, MSE: 173.86552137957153, MAPE: 30.48% Accuracy for Europe and Product 990: MAE: 18.055090761565776, MSE: 420.53290324100317, MAPE: 57.46% Accuracy for Europe and Product 991: MAE: 7.211514580130265, MSE: 111.4278845798608, MAPE: 19.92% Accuracy for Europe and Product 992: MAE: 6.224521673713828, MSE: 60.64967503263408, MAPE: 18.51% Accuracy for Europe and Product 993: MAE: 7.812423106033916, MSE: 104.10385586398233, MAPE: 18.28% Accuracy for Europe and Product 994: MAE: 10.69102608409342, MSE: 138.89039630886256, MAPE: 30.96% Accuracy for Europe and Product 995: MAE: 19.060796522460475, MSE: 484.5604810118426, MAPE: 186.51% Accuracy for Europe and Product 996: MAE: 16.25039340893826, MSE: 501.51213775354455, MAPE: 101.41% Accuracy for Europe and Product 997: MAE: 6.3400714265680485, MSE: 45.20666469609801, MAPE: 17.19% Accuracy for Europe and Product 998: MAE: 15.237511805393742, MSE: 284.7912371476669, MAPE: 46.32% Accuracy for Europe and Product 999: MAE: 10.365994028319282, MSE: 176.9629257677636, MAPE: 44.31% Accuracy for North America and Product 100: MAE: 22.403873521433283, MSE: 657.4230584023076, MAPE: 83.80% Accuracy for North America and Product 101: MAE: 17.50645368225198, MSE: 383.1803838536954, MAPE: 41.96% Accuracy for North America and Product 102: MAE: 12.351090053202572, MSE: 205.50514934234553, MAPE: 22.58% Accuracy for North America and Product 103: MAE: 8.481840551971183, MSE: 132.060899110109, MAPE: 28.76% Accuracy for North America and Product 104: MAE: 7.5623173930581675, MSE: 81.454294534199, MAPE: 25.37% Accuracy for North America and Product 105: MAE: 14.675041222057013, MSE: 272.4124765775171, MAPE: 43.00% Accuracy for North America and Product 106: MAE: 18.41249665756236, MSE: 380.96418453051535, MAPE: 56.42% Accuracy for North America and Product 107: MAE: 10.428869768816831, MSE: 146.06055380634592, MAPE: 23.40% Accuracy for North America and Product 108: MAE: 16.217176053048426, MSE: 295.9922847758661, MAPE: 41.17% Accuracy for North America and Product 109: MAE: 10.73304521291583, MSE: 212.87233044919498, MAPE: 40.77% Accuracy for North America and Product 110: MAE: 9.89890147346164, MSE: 107.00622882878338, MAPE: 33.73% Accuracy for North America and Product 111: MAE: 19.483800577823395, MSE: 582.329294609877, MAPE: 91.60% Accuracy for North America and Product 112: MAE: 11.805238202280776, MSE: 164.2727861949148, MAPE: 36.16% Accuracy for North America and Product 113: MAE: 10.767616407493032, MSE: 206.3730501840202, MAPE: 35.76% Accuracy for North America and Product 114: MAE: 19.86100753172331, MSE: 527.5586722863652, MAPE: 94.23% Accuracy for North America and Product 115: MAE: 12.934663989863964, MSE: 252.20734514087025, MAPE: 36.44% Accuracy for North America and Product 116: MAE: 6.2708879942913685, MSE: 61.74989888434463, MAPE: 14.91% Accuracy for North America and Product 117: MAE: 9.254856435053219, MSE: 189.11305399295932, MAPE: 34.82% Accuracy for North America and Product 118: MAE: 18.830032921754498, MSE: 542.7066724288725, MAPE: 56.78% Accuracy for North America and Product 119: MAE: 20.101828697368397, MSE: 598.340531748781, MAPE: 41.49% Accuracy for North America and Product 120: MAE: 10.395284835598137, MSE: 258.77785748274687, MAPE: 24.14% Accuracy for North America and Product 121: MAE: 12.149517658717487, MSE: 207.85320543453963, MAPE: 33.70% Accuracy for North America and Product 122: MAE: 13.561326987321896, MSE: 245.12975393359397, MAPE: 38.18% Accuracy for North America and Product 123: MAE: 9.674554511293334, MSE: 167.9657611949818, MAPE: 21.14% Accuracy for North America and Product 124: MAE: 7.585074451885807, MSE: 107.21635129338142, MAPE: 16.59% Accuracy for North America and Product 125: MAE: 15.7006550144827, MSE: 497.07453559157085, MAPE: 27.02% Accuracy for North America and Product 126: MAE: 17.113602001808886, MSE: 343.88966870558994, MAPE: 35.65% Accuracy for North America and Product 127: MAE: 21.16352515035496, MSE: 697.3360182023996, MAPE: 74.99% Accuracy for North America and Product 128: MAE: 15.096022569135794, MSE: 281.1031164905962, MAPE: 77.52% Accuracy for North America and Product 129: MAE: 20.92624639236787, MSE: 571.439752785083, MAPE: 63.81% Accuracy for North America and Product 130: MAE: 12.805986169240963, MSE: 212.8401559607073, MAPE: 51.21% Accuracy for North America and Product 131: MAE: 12.456806097994777, MSE: 180.1723881951599, MAPE: 24.93% Accuracy for North America and Product 132: MAE: 13.821471229226386, MSE: 282.26162875366265, MAPE: 41.97% Accuracy for North America and Product 133: MAE: 8.000800867966621, MSE: 72.74660972310357, MAPE: 18.77% Accuracy for North America and Product 134: MAE: 11.768100331143227, MSE: 159.31391476289394, MAPE: 39.12% Accuracy for North America and Product 135: MAE: 10.225101556984745, MSE: 144.750865891174, MAPE: 34.62% Accuracy for North America and Product 136: MAE: 10.660498753990158, MSE: 173.21730008835578, MAPE: 35.21% Accuracy for North America and Product 137: MAE: 10.115289440787635, MSE: 197.47803651584456, MAPE: 27.82% Accuracy for North America and Product 138: MAE: 11.19644386266098, MSE: 143.12353029629352, MAPE: 23.29% Accuracy for North America and Product 139: MAE: 7.544784650949739, MSE: 89.51148083437332, MAPE: 19.68% Accuracy for North America and Product 140: MAE: 18.925676915761592, MSE: 395.9366084756287, MAPE: 43.92% Accuracy for North America and Product 141: MAE: 15.8318464661432, MSE: 291.05162154465125, MAPE: 55.52% Accuracy for North America and Product 142: MAE: 8.460405067261462, MSE: 88.37744436014225, MAPE: 19.46% Accuracy for North America and Product 143: MAE: 9.799600804259388, MSE: 136.2847134763137, MAPE: 31.94% Accuracy for North America and Product 144: MAE: 11.703277996759216, MSE: 257.8050051229376, MAPE: 108.17% Accuracy for North America and Product 145: MAE: 21.126864454725844, MSE: 470.0005429030376, MAPE: 43.88% Accuracy for North America and Product 146: MAE: 15.501343137250823, MSE: 470.0808340102205, MAPE: 40.30% Accuracy for North America and Product 147: MAE: 6.798414840829511, MSE: 77.45498850448453, MAPE: 31.97% Accuracy for North America and Product 148: MAE: 7.887738198538604, MSE: 94.68423795537129, MAPE: 22.40% Accuracy for North America and Product 149: MAE: 14.357283800818667, MSE: 248.3483618589133, MAPE: 96.17% Accuracy for North America and Product 150: MAE: 13.06024509977272, MSE: 252.42682768679666, MAPE: 32.41% Accuracy for North America and Product 151: MAE: 12.538027635112378, MSE: 228.03858036824204, MAPE: 57.54% Accuracy for North America and Product 152: MAE: 15.300788640030031, MSE: 254.01084243130043, MAPE: 62.58% Accuracy for North America and Product 153: MAE: 5.204620542830141, MSE: 34.82802134781471, MAPE: 20.26% Accuracy for North America and Product 154: MAE: 16.569664194599234, MSE: 347.03518474014106, MAPE: 48.30% Accuracy for North America and Product 155: MAE: 3.2856126185066543, MSE: 17.07894374201569, MAPE: 8.21% Accuracy for North America and Product 156: MAE: 15.419181322905057, MSE: 340.39850725319815, MAPE: 72.36% Accuracy for North America and Product 157: MAE: 20.27851635527454, MSE: 558.6177613277569, MAPE: 76.11% Accuracy for North America and Product 158: MAE: 11.471545152112622, MSE: 144.26240537241173, MAPE: 26.96% Accuracy for North America and Product 159: MAE: 14.626447626525835, MSE: 334.82334490799286, MAPE: 54.45% Accuracy for North America and Product 160: MAE: 17.10762822675874, MSE: 396.54488280760626, MAPE: 37.41% Accuracy for North America and Product 161: MAE: 3.804999393674774, MSE: 29.51733759900798, MAPE: 10.99% Accuracy for North America and Product 162: MAE: 14.844090479066, MSE: 375.3522055300265, MAPE: 64.23% Accuracy for North America and Product 163: MAE: 10.336583809352692, MSE: 163.26544090045496, MAPE: 23.90% Accuracy for North America and Product 164: MAE: 13.738994829360184, MSE: 474.4375385689347, MAPE: 45.16% Accuracy for North America and Product 165: MAE: 8.497642378328614, MSE: 83.15382538594581, MAPE: 24.40% Accuracy for North America and Product 166: MAE: 9.955609938473621, MSE: 164.76484155169356, MAPE: 33.70% Accuracy for North America and Product 167: MAE: 12.093504148195233, MSE: 170.05028516998482, MAPE: 43.10% Accuracy for North America and Product 168: MAE: 15.497592358946207, MSE: 330.60400529565976, MAPE: 43.31% Accuracy for North America and Product 169: MAE: 15.98166629339766, MSE: 367.6503714660893, MAPE: 52.58% Accuracy for North America and Product 170: MAE: 13.821736866488274, MSE: 219.73080052518293, MAPE: 65.96% Accuracy for North America and Product 171: MAE: 14.744639028133756, MSE: 279.34324042124064, MAPE: 25.99% Accuracy for North America and Product 172: MAE: 13.05276880142859, MSE: 196.46835564861527, MAPE: 46.80% Accuracy for North America and Product 173: MAE: 12.036935861490672, MSE: 220.60247310820236, MAPE: 28.06% Accuracy for North America and Product 174: MAE: 13.134931918897673, MSE: 213.52421358799546, MAPE: 37.73% Accuracy for North America and Product 175: MAE: 11.356758612609593, MSE: 144.39694381555802, MAPE: 33.18% Accuracy for North America and Product 176: MAE: 24.043755128456915, MSE: 675.2961630327319, MAPE: 71.72% Accuracy for North America and Product 177: MAE: 11.497141417384292, MSE: 255.53217797926231, MAPE: 26.40% Accuracy for North America and Product 178: MAE: 11.081079270524691, MSE: 162.93802448917018, MAPE: 28.32% Accuracy for North America and Product 179: MAE: 15.400163006633488, MSE: 492.1742322197633, MAPE: 33.92% Accuracy for North America and Product 180: MAE: 13.1770149958536, MSE: 268.86764002980857, MAPE: 27.75% Accuracy for North America and Product 181: MAE: 13.78069253809376, MSE: 259.12499330893087, MAPE: 40.68% Accuracy for North America and Product 182: MAE: 8.59596207284657, MSE: 108.89419721517007, MAPE: 24.69% Accuracy for North America and Product 183: MAE: 6.589846112822625, MSE: 86.99838092942329, MAPE: 25.95% Accuracy for North America and Product 184: MAE: 13.119071602896758, MSE: 268.884220625799, MAPE: 39.49% Accuracy for North America and Product 185: MAE: 15.418479034454185, MSE: 328.06745767690967, MAPE: 50.96% Accuracy for North America and Product 186: MAE: 9.779079089895896, MSE: 105.30296981850972, MAPE: 56.04% Accuracy for North America and Product 187: MAE: 8.91288735455474, MSE: 173.13008310060493, MAPE: 20.11% Accuracy for North America and Product 188: MAE: 10.441430062493463, MSE: 178.68842919071588, MAPE: 72.59% Accuracy for North America and Product 189: MAE: 10.835217168528576, MSE: 173.77300565005586, MAPE: 25.91% Accuracy for North America and Product 190: MAE: 11.285051051592404, MSE: 318.5845561763914, MAPE: 21.55% Accuracy for North America and Product 191: MAE: 20.402745869354657, MSE: 507.11835413500756, MAPE: 72.30% Accuracy for North America and Product 192: MAE: 5.570825479373598, MSE: 54.22418340621506, MAPE: 14.55% Accuracy for North America and Product 193: MAE: 16.31565617560589, MSE: 296.00180900998464, MAPE: 50.50% Accuracy for North America and Product 194: MAE: 6.645993494428611, MSE: 56.390732186875255, MAPE: 20.81% Accuracy for North America and Product 195: MAE: 24.342932252572506, MSE: 930.5419443571946, MAPE: 138.35% Accuracy for North America and Product 196: MAE: 10.56261089826008, MSE: 333.34505822451973, MAPE: 14.89% Accuracy for North America and Product 197: MAE: 31.7329583885818, MSE: 1228.4316023902227, MAPE: 384.38% Accuracy for North America and Product 198: MAE: 9.240560437923602, MSE: 101.18914571437294, MAPE: 24.14% Accuracy for North America and Product 199: MAE: 17.61167609038308, MSE: 400.21036878950116, MAPE: 94.92% Accuracy for North America and Product 200: MAE: 10.631451653854391, MSE: 179.2018967484875, MAPE: 28.81% Accuracy for North America and Product 201: MAE: 11.207025742217743, MSE: 173.39564650003973, MAPE: 30.51% Accuracy for North America and Product 202: MAE: 7.963600535764084, MSE: 150.36647570620443, MAPE: 17.14% Accuracy for North America and Product 203: MAE: 10.37610416885497, MSE: 198.48660638122607, MAPE: 26.03% Accuracy for North America and Product 204: MAE: 10.843295693622272, MSE: 173.73928705790544, MAPE: 32.01% Accuracy for North America and Product 205: MAE: 7.650186768737278, MSE: 72.93709013995971, MAPE: 19.20% Accuracy for North America and Product 206: MAE: 7.941368044814017, MSE: 76.45566153854523, MAPE: 24.82% Accuracy for North America and Product 207: MAE: 8.839591984641254, MSE: 116.22841473774811, MAPE: 34.47% Accuracy for North America and Product 208: MAE: 9.725294204518677, MSE: 150.94169335604732, MAPE: 15.98% Accuracy for North America and Product 209: MAE: 22.36049140174226, MSE: 850.0595106303233, MAPE: 43.39% Accuracy for North America and Product 210: MAE: 11.210323112049887, MSE: 185.01300916304427, MAPE: 24.63% Accuracy for North America and Product 211: MAE: 17.163531948153338, MSE: 407.6428006534362, MAPE: 55.73% Accuracy for North America and Product 212: MAE: 16.024168879958676, MSE: 287.525552184261, MAPE: 46.12% Accuracy for North America and Product 213: MAE: 14.71004783527116, MSE: 283.7470210433315, MAPE: 50.28% Accuracy for North America and Product 214: MAE: 21.865458330574352, MSE: 683.0614847094786, MAPE: 73.67% Accuracy for North America and Product 215: MAE: 10.924558206446399, MSE: 169.33747799896344, MAPE: 38.18% Accuracy for North America and Product 216: MAE: 11.080324730678312, MSE: 249.9238691448275, MAPE: 39.52% Accuracy for North America and Product 217: MAE: 17.561770515695287, MSE: 432.0498388199966, MAPE: 83.70% Accuracy for North America and Product 218: MAE: 8.796130967107207, MSE: 104.82269837947028, MAPE: 31.49% Accuracy for North America and Product 219: MAE: 18.426831132011237, MSE: 354.70147279652514, MAPE: 65.73% Accuracy for North America and Product 220: MAE: 11.764844226513386, MSE: 288.7971979308266, MAPE: 28.24% Accuracy for North America and Product 221: MAE: 15.10955386182054, MSE: 245.55873026547334, MAPE: 41.55% Accuracy for North America and Product 222: MAE: 6.8454073463596306, MSE: 68.1330410534742, MAPE: 16.23% Accuracy for North America and Product 223: MAE: 18.071746801490843, MSE: 589.2343524105338, MAPE: 42.06% Accuracy for North America and Product 224: MAE: 12.117100110603474, MSE: 199.75073275322788, MAPE: 30.34% Accuracy for North America and Product 225: MAE: 6.813180109488579, MSE: 76.36207998321728, MAPE: 15.80% Accuracy for North America and Product 226: MAE: 12.266262132717163, MSE: 208.58815424056462, MAPE: 40.95% Accuracy for North America and Product 227: MAE: 3.6600477605583555, MSE: 20.99973664434977, MAPE: 10.95% Accuracy for North America and Product 228: MAE: 9.30148818443539, MSE: 116.1753736824769, MAPE: 30.67% Accuracy for North America and Product 229: MAE: 9.826121427855565, MSE: 112.71059829923084, MAPE: 31.16% Accuracy for North America and Product 230: MAE: 16.634249188044425, MSE: 367.3787638565169, MAPE: 39.37% Accuracy for North America and Product 231: MAE: 13.754909709995982, MSE: 204.9030186689296, MAPE: 58.94% Accuracy for North America and Product 232: MAE: 14.425735138086253, MSE: 382.60743136433655, MAPE: 64.73% Accuracy for North America and Product 233: MAE: 10.763931191609805, MSE: 154.7713886674765, MAPE: 26.19% Accuracy for North America and Product 234: MAE: 11.622669860963565, MSE: 216.99303524277298, MAPE: 32.27% Accuracy for North America and Product 235: MAE: 6.806122503118523, MSE: 102.80668856678972, MAPE: 39.49% Accuracy for North America and Product 236: MAE: 18.895325595567957, MSE: 408.1877214572334, MAPE: 87.37% Accuracy for North America and Product 237: MAE: 14.731946675934296, MSE: 262.8608210619519, MAPE: 96.59% Accuracy for North America and Product 238: MAE: 12.975294093701285, MSE: 273.5981864672816, MAPE: 27.41% Accuracy for North America and Product 239: MAE: 11.004281278079127, MSE: 229.35533861231102, MAPE: 23.82% Accuracy for North America and Product 240: MAE: 16.92993916896678, MSE: 402.93819944009175, MAPE: 33.21% Accuracy for North America and Product 241: MAE: 15.490877811174574, MSE: 295.95019246202276, MAPE: 29.86% Accuracy for North America and Product 242: MAE: 10.672670926799743, MSE: 178.7114536095721, MAPE: 36.83% Accuracy for North America and Product 243: MAE: 14.695076108371978, MSE: 246.52483508281813, MAPE: 30.56% Accuracy for North America and Product 244: MAE: 6.16185537249774, MSE: 63.74129073698841, MAPE: 23.42% Accuracy for North America and Product 245: MAE: 4.143955115360699, MSE: 27.5162401812644, MAPE: 13.40% Accuracy for North America and Product 246: MAE: 11.998224230168837, MSE: 172.4805500577884, MAPE: 38.13% Accuracy for North America and Product 247: MAE: 10.691070631702763, MSE: 147.00216708747263, MAPE: 57.73% Accuracy for North America and Product 248: MAE: 12.659189554633398, MSE: 215.66389097077735, MAPE: 30.24% Accuracy for North America and Product 249: MAE: 11.18383109318405, MSE: 179.50000735950638, MAPE: 30.68% Accuracy for North America and Product 250: MAE: 26.249018038869202, MSE: 968.8388089530196, MAPE: 90.84% Accuracy for North America and Product 251: MAE: 14.009626159937557, MSE: 274.1094976932719, MAPE: 28.99% Accuracy for North America and Product 252: MAE: 18.76287611651019, MSE: 369.3670375213574, MAPE: 42.69% Accuracy for North America and Product 253: MAE: 7.60431518600852, MSE: 104.62547262460699, MAPE: 15.34% Accuracy for North America and Product 254: MAE: 10.49740198951167, MSE: 141.60893796572822, MAPE: 22.31% Accuracy for North America and Product 255: MAE: 13.429875293534257, MSE: 349.20927944368634, MAPE: 40.65% Accuracy for North America and Product 256: MAE: 15.257635587640141, MSE: 323.55338242532144, MAPE: 96.35% Accuracy for North America and Product 257: MAE: 14.707694721545224, MSE: 252.61673992449778, MAPE: 36.65% Accuracy for North America and Product 258: MAE: 19.54469151377475, MSE: 425.3475263346122, MAPE: 45.04% Accuracy for North America and Product 259: MAE: 13.540411994188599, MSE: 188.96708815931552, MAPE: 34.80% Accuracy for North America and Product 260: MAE: 15.045064619983009, MSE: 260.96587552524795, MAPE: 70.66% Accuracy for North America and Product 261: MAE: 17.556929520007326, MSE: 365.7270356967123, MAPE: 44.38% Accuracy for North America and Product 262: MAE: 17.21272213556215, MSE: 419.69981505610195, MAPE: 55.57% Accuracy for North America and Product 263: MAE: 19.501060181030613, MSE: 442.1867437793693, MAPE: 36.47% Accuracy for North America and Product 264: MAE: 13.091937950961064, MSE: 193.47701827505244, MAPE: 27.50% Accuracy for North America and Product 265: MAE: 14.237520254352393, MSE: 248.27039716952882, MAPE: 49.65% Accuracy for North America and Product 266: MAE: 13.278107869348265, MSE: 251.464708442622, MAPE: 34.83% Accuracy for North America and Product 267: MAE: 12.829241825552918, MSE: 346.217522384998, MAPE: 59.68% Accuracy for North America and Product 268: MAE: 9.943210435721813, MSE: 154.97425015010606, MAPE: 19.45% Accuracy for North America and Product 269: MAE: 16.57692371679078, MSE: 367.9232152567978, MAPE: 40.76% Accuracy for North America and Product 270: MAE: 8.525406847877885, MSE: 145.05528856444806, MAPE: 38.84% Accuracy for North America and Product 271: MAE: 18.232951494543226, MSE: 335.54440271638407, MAPE: 76.69% Accuracy for North America and Product 272: MAE: 11.197917042315655, MSE: 171.02147633322724, MAPE: 45.93% Accuracy for North America and Product 273: MAE: 16.340779825703088, MSE: 468.6830189531802, MAPE: 223.42% Accuracy for North America and Product 274: MAE: 6.398185518560625, MSE: 69.20370021465605, MAPE: 29.59% Accuracy for North America and Product 275: MAE: 6.810091591314233, MSE: 74.72368529435383, MAPE: 16.94% Accuracy for North America and Product 276: MAE: 19.858739557544688, MSE: 510.26442309604624, MAPE: 65.41% Accuracy for North America and Product 277: MAE: 8.834196829885324, MSE: 95.42264724630205, MAPE: 35.35% Accuracy for North America and Product 278: MAE: 9.96747498891385, MSE: 155.30015410954476, MAPE: 39.96% Accuracy for North America and Product 279: MAE: 9.298426677061945, MSE: 146.74730601767607, MAPE: 20.15% Accuracy for North America and Product 280: MAE: 13.966959791703754, MSE: 295.4978475844245, MAPE: 55.07% Accuracy for North America and Product 281: MAE: 21.387202084996566, MSE: 635.0401918750066, MAPE: 121.73% Accuracy for North America and Product 282: MAE: 9.509238364722274, MSE: 119.91062052646484, MAPE: 39.81% Accuracy for North America and Product 283: MAE: 5.313231685011277, MSE: 32.24841561816789, MAPE: 18.03% Accuracy for North America and Product 284: MAE: 8.158144142550363, MSE: 106.94957657585209, MAPE: 17.74% Accuracy for North America and Product 285: MAE: 11.601929471993722, MSE: 235.78171270955886, MAPE: 46.16% Accuracy for North America and Product 286: MAE: 14.176024020348581, MSE: 250.64440377659957, MAPE: 43.51% Accuracy for North America and Product 287: MAE: 12.19310711449574, MSE: 160.33004044486262, MAPE: 38.14% Accuracy for North America and Product 288: MAE: 12.402584140332932, MSE: 211.40514238673268, MAPE: 23.80% Accuracy for North America and Product 289: MAE: 12.62549853913747, MSE: 265.06054975770223, MAPE: 40.78% Accuracy for North America and Product 290: MAE: 22.16190070109146, MSE: 616.7936192580704, MAPE: 71.35% Accuracy for North America and Product 291: MAE: 11.789627673235902, MSE: 164.64088187990632, MAPE: 39.04% Accuracy for North America and Product 292: MAE: 6.734635019452634, MSE: 92.12942545437437, MAPE: 32.59% Accuracy for North America and Product 293: MAE: 9.98612315755384, MSE: 130.6483308341554, MAPE: 26.01% Accuracy for North America and Product 294: MAE: 7.808758341248708, MSE: 108.57145948794161, MAPE: 25.43% Accuracy for North America and Product 295: MAE: 7.1100260237933925, MSE: 89.13271576672967, MAPE: 13.35% Accuracy for North America and Product 296: MAE: 13.947075843288143, MSE: 302.3552764322384, MAPE: 29.28% Accuracy for North America and Product 297: MAE: 14.980522302601647, MSE: 386.85262260830325, MAPE: 53.03% Accuracy for North America and Product 298: MAE: 5.269404367090243, MSE: 36.41257226105979, MAPE: 11.66% Accuracy for North America and Product 299: MAE: 18.613508101925884, MSE: 420.4478501378838, MAPE: 87.31% Accuracy for North America and Product 300: MAE: 10.488023940029166, MSE: 210.4837890718607, MAPE: 30.29% Accuracy for North America and Product 301: MAE: 18.48874676061073, MSE: 523.6608995806021, MAPE: 72.76% Accuracy for North America and Product 302: MAE: 12.782838715911767, MSE: 210.75508158318038, MAPE: 40.02% Accuracy for North America and Product 303: MAE: 19.88115677496445, MSE: 491.460975392412, MAPE: 114.69% Accuracy for North America and Product 304: MAE: 11.732561144792182, MSE: 157.6207769801075, MAPE: 73.52% Accuracy for North America and Product 305: MAE: 19.41535828967965, MSE: 500.65818398901763, MAPE: 63.06% Accuracy for North America and Product 306: MAE: 14.6887142906198, MSE: 386.4788114001793, MAPE: 36.45% Accuracy for North America and Product 307: MAE: 12.251452575919748, MSE: 201.90010714323216, MAPE: 58.51% Accuracy for North America and Product 308: MAE: 16.303700410136155, MSE: 386.5393077934911, MAPE: 72.26% Accuracy for North America and Product 309: MAE: 20.600499202769615, MSE: 599.367460631419, MAPE: 104.44% Accuracy for North America and Product 310: MAE: 9.039230611651776, MSE: 184.94779305627657, MAPE: 71.50% Accuracy for North America and Product 311: MAE: 13.117681517810073, MSE: 238.83027608580952, MAPE: 30.43% Accuracy for North America and Product 312: MAE: 9.3490924136589, MSE: 115.74435884824882, MAPE: 17.65% Accuracy for North America and Product 313: MAE: 10.942163847935637, MSE: 175.80321044435695, MAPE: 38.20% Accuracy for North America and Product 314: MAE: 18.023434042658398, MSE: 367.337645838542, MAPE: 70.13% Accuracy for North America and Product 315: MAE: 9.89703941984705, MSE: 105.5916649238765, MAPE: 30.60% Accuracy for North America and Product 316: MAE: 5.220892955086502, MSE: 55.008568183822334, MAPE: 12.81% Accuracy for North America and Product 317: MAE: 11.079487289933656, MSE: 246.46034263700085, MAPE: 30.43% Accuracy for North America and Product 318: MAE: 7.76703174543149, MSE: 76.2006313894168, MAPE: 20.87% Accuracy for North America and Product 319: MAE: 12.256328313013466, MSE: 200.17642874216654, MAPE: 41.82% Accuracy for North America and Product 320: MAE: 13.214070885052616, MSE: 234.7335654196344, MAPE: 39.34% Accuracy for North America and Product 321: MAE: 9.900305264879616, MSE: 155.6341672424324, MAPE: 24.49% Accuracy for North America and Product 322: MAE: 17.911648626813605, MSE: 361.9844809403404, MAPE: 97.01% Accuracy for North America and Product 323: MAE: 14.606805894269366, MSE: 371.4966049687934, MAPE: 43.26% Accuracy for North America and Product 324: MAE: 9.611060068965369, MSE: 194.30001175167925, MAPE: 22.07% Accuracy for North America and Product 325: MAE: 14.73008402377953, MSE: 300.3569505083454, MAPE: 113.86% Accuracy for North America and Product 326: MAE: 11.804257459095776, MSE: 148.4054743386067, MAPE: 35.67% Accuracy for North America and Product 327: MAE: 8.694618929662036, MSE: 146.179565870724, MAPE: 18.44% Accuracy for North America and Product 328: MAE: 7.18287243119582, MSE: 55.66683583494345, MAPE: 23.08% Accuracy for North America and Product 329: MAE: 17.252213076670056, MSE: 412.3919701363525, MAPE: 43.64% Accuracy for North America and Product 330: MAE: 12.114801884533279, MSE: 248.55753918045525, MAPE: 28.29% Accuracy for North America and Product 331: MAE: 15.88713503207793, MSE: 443.8988047763843, MAPE: 68.61% Accuracy for North America and Product 332: MAE: 16.62068553506551, MSE: 338.14660355844086, MAPE: 83.38% Accuracy for North America and Product 333: MAE: 17.672540007997554, MSE: 490.47202696024294, MAPE: 45.81% Accuracy for North America and Product 334: MAE: 19.172419048464675, MSE: 530.691228839326, MAPE: 82.99% Accuracy for North America and Product 335: MAE: 19.291158334486862, MSE: 394.9122877987503, MAPE: 50.96% Accuracy for North America and Product 336: MAE: 12.983259584316126, MSE: 269.347020447335, MAPE: 57.39% Accuracy for North America and Product 337: MAE: 9.556495317292566, MSE: 138.50812324754958, MAPE: 25.41% Accuracy for North America and Product 338: MAE: 9.285404065720623, MSE: 180.87660806796913, MAPE: 83.77% Accuracy for North America and Product 339: MAE: 10.657462759102069, MSE: 155.5719010831291, MAPE: 47.42% Accuracy for North America and Product 340: MAE: 10.389299848022029, MSE: 156.27498172890526, MAPE: 34.75% Accuracy for North America and Product 341: MAE: 7.048108339004076, MSE: 90.54841098486513, MAPE: 16.08% Accuracy for North America and Product 342: MAE: 17.88532609000192, MSE: 476.442953891354, MAPE: 40.40% Accuracy for North America and Product 343: MAE: 17.974421024316683, MSE: 387.82663332490745, MAPE: 62.92% Accuracy for North America and Product 344: MAE: 10.23626630140441, MSE: 166.64130799933028, MAPE: 28.82% Accuracy for North America and Product 345: MAE: 15.887144630924016, MSE: 326.57607990184, MAPE: 39.90% Accuracy for North America and Product 346: MAE: 11.832387638556366, MSE: 237.24063977516107, MAPE: 26.20% Accuracy for North America and Product 347: MAE: 9.71770532859334, MSE: 128.04847946329403, MAPE: 22.48% Accuracy for North America and Product 348: MAE: 15.112172399924939, MSE: 266.3965460817661, MAPE: 38.25% Accuracy for North America and Product 349: MAE: 8.970243027548772, MSE: 95.77452594112907, MAPE: 24.52% Accuracy for North America and Product 350: MAE: 16.819688507591298, MSE: 463.6476043953201, MAPE: 36.90% Accuracy for North America and Product 351: MAE: 13.533181447922274, MSE: 228.4542079756564, MAPE: 33.42% Accuracy for North America and Product 352: MAE: 12.642485378063563, MSE: 214.66877435144534, MAPE: 44.54% Accuracy for North America and Product 353: MAE: 13.527379071680837, MSE: 284.1007063682259, MAPE: 97.40% Accuracy for North America and Product 354: MAE: 11.06054638756011, MSE: 188.27917498176856, MAPE: 38.23% Accuracy for North America and Product 355: MAE: 17.233292925727135, MSE: 343.19300465310823, MAPE: 64.10% Accuracy for North America and Product 356: MAE: 5.793747752298687, MSE: 47.83847662669996, MAPE: 25.10% Accuracy for North America and Product 357: MAE: 8.546297444032437, MSE: 129.12584282774304, MAPE: 24.96% Accuracy for North America and Product 358: MAE: 5.72962716224333, MSE: 74.64392462347419, MAPE: 14.97% Accuracy for North America and Product 359: MAE: 12.802599666295482, MSE: 207.8985247482185, MAPE: 38.27% Accuracy for North America and Product 360: MAE: 13.299195613047065, MSE: 192.2564787945481, MAPE: 29.66% Accuracy for North America and Product 361: MAE: 21.111157706188315, MSE: 638.8823981414105, MAPE: 161.70% Accuracy for North America and Product 362: MAE: 10.089194303372386, MSE: 141.73420288501993, MAPE: 30.79% Accuracy for North America and Product 363: MAE: 10.312516023566443, MSE: 198.40687656656064, MAPE: 54.67% Accuracy for North America and Product 364: MAE: 12.060812158767643, MSE: 182.39159641573266, MAPE: 36.28% Accuracy for North America and Product 365: MAE: 7.707043830716264, MSE: 72.55960360684381, MAPE: 22.03% Accuracy for North America and Product 366: MAE: 20.792327972460637, MSE: 480.33904842528256, MAPE: 47.52% Accuracy for North America and Product 367: MAE: 10.261024569348416, MSE: 127.17705863208923, MAPE: 37.24% Accuracy for North America and Product 368: MAE: 22.20758466914149, MSE: 688.485866027566, MAPE: 54.29% Accuracy for North America and Product 369: MAE: 10.789021496832493, MSE: 153.92806858981038, MAPE: 44.56% Accuracy for North America and Product 370: MAE: 12.167020433123957, MSE: 188.42011390573663, MAPE: 37.41% Accuracy for North America and Product 371: MAE: 14.71930917539044, MSE: 293.36886854067956, MAPE: 52.45% Accuracy for North America and Product 372: MAE: 22.682191902834084, MSE: 715.6755858195984, MAPE: 94.69% Accuracy for North America and Product 373: MAE: 11.844340862073459, MSE: 204.27011245650357, MAPE: 49.73% Accuracy for North America and Product 374: MAE: 11.446914063470208, MSE: 169.8267337732124, MAPE: 33.65% Accuracy for North America and Product 375: MAE: 6.945711565778839, MSE: 63.380033371506535, MAPE: 22.61% Accuracy for North America and Product 376: MAE: 7.55663132267758, MSE: 85.02944332763097, MAPE: 32.09% Accuracy for North America and Product 377: MAE: 12.469166926960147, MSE: 199.30488472837752, MAPE: 108.73% Accuracy for North America and Product 378: MAE: 19.459086264519307, MSE: 488.10385295316684, MAPE: 142.15% Accuracy for North America and Product 379: MAE: 18.35588809867297, MSE: 435.77969756972044, MAPE: 44.29% Accuracy for North America and Product 380: MAE: 23.13201402049262, MSE: 708.8331328660893, MAPE: 94.44% Accuracy for North America and Product 381: MAE: 8.761376110957112, MSE: 127.6487290965368, MAPE: 20.25% Accuracy for North America and Product 382: MAE: 9.155944869312082, MSE: 105.86270927439982, MAPE: 26.30% Accuracy for North America and Product 383: MAE: 7.350537729040047, MSE: 84.09130986346572, MAPE: 14.40% Accuracy for North America and Product 384: MAE: 10.135438720945736, MSE: 214.57574899686387, MAPE: 23.72% Accuracy for North America and Product 385: MAE: 29.442117264510593, MSE: 998.6604073838358, MAPE: 85.45% Accuracy for North America and Product 386: MAE: 11.468220161449999, MSE: 185.60865223658539, MAPE: 57.61% Accuracy for North America and Product 387: MAE: 18.078749298006965, MSE: 403.5391413710337, MAPE: 122.17% Accuracy for North America and Product 388: MAE: 10.946275523079404, MSE: 224.39613155231004, MAPE: 21.51% Accuracy for North America and Product 389: MAE: 12.479186081562949, MSE: 228.65803882665287, MAPE: 28.48% Accuracy for North America and Product 390: MAE: 14.46711857503684, MSE: 453.2428233995828, MAPE: 29.57% Accuracy for North America and Product 391: MAE: 7.18556102482528, MSE: 65.67182255452367, MAPE: 13.41% Accuracy for North America and Product 392: MAE: 8.98753453783005, MSE: 127.03887271288434, MAPE: 26.48% Accuracy for North America and Product 393: MAE: 13.37188932466007, MSE: 254.02110404491586, MAPE: 82.36% Accuracy for North America and Product 394: MAE: 17.64130257536275, MSE: 375.31303074098327, MAPE: 54.77% Accuracy for North America and Product 395: MAE: 10.30918017709062, MSE: 163.48658088252847, MAPE: 30.31% Accuracy for North America and Product 396: MAE: 14.23436761627102, MSE: 234.88016471314805, MAPE: 47.48% Accuracy for North America and Product 397: MAE: 21.088745622118513, MSE: 690.6106717904696, MAPE: 47.95% Accuracy for North America and Product 398: MAE: 17.24965329262195, MSE: 398.666793338637, MAPE: 75.52% Accuracy for North America and Product 399: MAE: 14.82767679056874, MSE: 355.10209986065877, MAPE: 63.23% Accuracy for North America and Product 400: MAE: 19.15850848190321, MSE: 692.6742560557643, MAPE: 50.14% Accuracy for North America and Product 401: MAE: 9.981239165879625, MSE: 154.34165326262263, MAPE: 44.75% Accuracy for North America and Product 402: MAE: 12.377839336447547, MSE: 250.5403205222946, MAPE: 23.59% Accuracy for North America and Product 403: MAE: 16.172304938615866, MSE: 431.82466696757393, MAPE: 65.91% Accuracy for North America and Product 404: MAE: 7.969570345504747, MSE: 92.0179508241022, MAPE: 16.43% Accuracy for North America and Product 405: MAE: 17.92054929657703, MSE: 344.71190081877586, MAPE: 58.73% Accuracy for North America and Product 406: MAE: 14.477837045537786, MSE: 253.5510777719359, MAPE: 37.14% Accuracy for North America and Product 407: MAE: 20.038549275850635, MSE: 501.15668638039807, MAPE: 60.55% Accuracy for North America and Product 408: MAE: 10.99364874974662, MSE: 195.1620211733995, MAPE: 53.51% Accuracy for North America and Product 409: MAE: 23.91545650533012, MSE: 653.3492540585448, MAPE: 107.55% Accuracy for North America and Product 410: MAE: 8.526435817778268, MSE: 91.01405418611941, MAPE: 32.81% Accuracy for North America and Product 411: MAE: 12.605639808537608, MSE: 185.6984334923813, MAPE: 45.87% Accuracy for North America and Product 412: MAE: 12.264911824208442, MSE: 239.55661055286896, MAPE: 67.27% Accuracy for North America and Product 413: MAE: 14.822714101209817, MSE: 300.54956621998394, MAPE: 41.61% Accuracy for North America and Product 414: MAE: 13.986506619993827, MSE: 218.91043648782298, MAPE: 51.30% Accuracy for North America and Product 415: MAE: 12.049930034480452, MSE: 211.50338044520268, MAPE: 48.45% Accuracy for North America and Product 416: MAE: 14.142198420707597, MSE: 316.19347421294253, MAPE: 66.45% Accuracy for North America and Product 417: MAE: 12.047776127005873, MSE: 242.02007499614206, MAPE: 25.79% Accuracy for North America and Product 418: MAE: 21.97711471230795, MSE: 656.4253865792676, MAPE: 79.11% Accuracy for North America and Product 419: MAE: 7.656681178135687, MSE: 69.45349005041211, MAPE: 22.81% Accuracy for North America and Product 420: MAE: 12.949041629562425, MSE: 241.3520475925198, MAPE: 31.42% Accuracy for North America and Product 421: MAE: 22.147377625934546, MSE: 740.4139643257357, MAPE: 60.59% Accuracy for North America and Product 422: MAE: 8.563009704607136, MSE: 111.34214985465329, MAPE: 25.59% Accuracy for North America and Product 423: MAE: 8.344470522224478, MSE: 112.56069192695921, MAPE: 15.85% Accuracy for North America and Product 424: MAE: 12.357025991758054, MSE: 266.52461576790125, MAPE: 44.40% Accuracy for North America and Product 425: MAE: 10.451088657259287, MSE: 141.5862845552544, MAPE: 27.62% Accuracy for North America and Product 426: MAE: 8.461751791112453, MSE: 126.2113563566051, MAPE: 31.54% Accuracy for North America and Product 427: MAE: 16.610721079234843, MSE: 371.1303969050742, MAPE: 33.20% Accuracy for North America and Product 428: MAE: 8.990813104662458, MSE: 90.27542328252568, MAPE: 36.13% Accuracy for North America and Product 429: MAE: 15.762121331369348, MSE: 255.71512640975675, MAPE: 60.26% Accuracy for North America and Product 430: MAE: 13.38314608831331, MSE: 181.11621125526992, MAPE: 43.66% Accuracy for North America and Product 431: MAE: 8.548382858230145, MSE: 127.00536339933426, MAPE: 24.08% Accuracy for North America and Product 432: MAE: 20.146017088889327, MSE: 551.4727851497569, MAPE: 61.58% Accuracy for North America and Product 433: MAE: 19.337463254197452, MSE: 570.2490402696355, MAPE: 52.08% Accuracy for North America and Product 434: MAE: 16.060835696601774, MSE: 404.9585861272588, MAPE: 45.17% Accuracy for North America and Product 435: MAE: 16.874943407311086, MSE: 436.1174490296561, MAPE: 58.48% Accuracy for North America and Product 436: MAE: 14.915802986182594, MSE: 317.82047456703543, MAPE: 51.10% Accuracy for North America and Product 437: MAE: 8.178855095351883, MSE: 91.1754081683171, MAPE: 28.00% Accuracy for North America and Product 438: MAE: 13.531279421685749, MSE: 254.64636866945966, MAPE: 33.70% Accuracy for North America and Product 439: MAE: 18.53549352387328, MSE: 407.23208441855553, MAPE: 45.84% Accuracy for North America and Product 440: MAE: 10.846855342441007, MSE: 307.9252421255186, MAPE: 39.36% Accuracy for North America and Product 441: MAE: 10.290880415079595, MSE: 188.92252287032997, MAPE: 33.23% Accuracy for North America and Product 442: MAE: 9.446318065188848, MSE: 165.67590704222766, MAPE: 16.05% Accuracy for North America and Product 443: MAE: 8.028334234956139, MSE: 88.70814393867859, MAPE: 24.72% Accuracy for North America and Product 444: MAE: 10.735173582001892, MSE: 132.28183066238788, MAPE: 20.56% Accuracy for North America and Product 445: MAE: 13.564931399991906, MSE: 216.8289344812984, MAPE: 40.09% Accuracy for North America and Product 446: MAE: 15.36273669911544, MSE: 317.08253326025743, MAPE: 116.96% Accuracy for North America and Product 447: MAE: 16.60575920326121, MSE: 437.711220643719, MAPE: 51.56% Accuracy for North America and Product 448: MAE: 10.18395110695099, MSE: 140.7763987389332, MAPE: 35.41% Accuracy for North America and Product 449: MAE: 11.125962228445559, MSE: 192.3087103385805, MAPE: 26.86% Accuracy for North America and Product 450: MAE: 13.485659108133083, MSE: 248.43763756742828, MAPE: 32.29% Accuracy for North America and Product 451: MAE: 12.026820831208024, MSE: 261.49026585009153, MAPE: 35.11% Accuracy for North America and Product 452: MAE: 15.622252606249583, MSE: 355.99305728757446, MAPE: 31.87% Accuracy for North America and Product 453: MAE: 8.854038354275714, MSE: 110.40297356811443, MAPE: 23.59% Accuracy for North America and Product 454: MAE: 15.270715787268255, MSE: 284.97585907208094, MAPE: 44.08% Accuracy for North America and Product 455: MAE: 15.007392428621921, MSE: 304.93084090709294, MAPE: 35.56% Accuracy for North America and Product 456: MAE: 18.566285572145894, MSE: 620.8121704977923, MAPE: 50.26% Accuracy for North America and Product 457: MAE: 6.685233827084639, MSE: 65.98340963581927, MAPE: 19.44% Accuracy for North America and Product 458: MAE: 10.464239184815316, MSE: 136.18945739518367, MAPE: 20.56% Accuracy for North America and Product 459: MAE: 7.9574625396676835, MSE: 88.32627360193098, MAPE: 15.99% Accuracy for North America and Product 460: MAE: 16.471527991967257, MSE: 379.31398028132384, MAPE: 50.77% Accuracy for North America and Product 461: MAE: 14.525431581300051, MSE: 329.05042346643575, MAPE: 58.45% Accuracy for North America and Product 462: MAE: 23.47942671872215, MSE: 753.622031881655, MAPE: 360.88% Accuracy for North America and Product 463: MAE: 12.454988673858322, MSE: 284.6339877606915, MAPE: 33.08% Accuracy for North America and Product 464: MAE: 19.404325922219407, MSE: 458.86554752076444, MAPE: 71.34% Accuracy for North America and Product 465: MAE: 15.320869383050473, MSE: 314.4728538157273, MAPE: 33.77% Accuracy for North America and Product 466: MAE: 4.172366989334016, MSE: 23.67423017898442, MAPE: 12.32% Accuracy for North America and Product 467: MAE: 13.205138531396347, MSE: 265.10969799437896, MAPE: 31.84% Accuracy for North America and Product 468: MAE: 13.007326350942176, MSE: 240.19274271654135, MAPE: 42.03% Accuracy for North America and Product 469: MAE: 13.67711700133722, MSE: 238.5837736917941, MAPE: 43.31% Accuracy for North America and Product 470: MAE: 5.679202798408457, MSE: 50.38532141024946, MAPE: 11.49% Accuracy for North America and Product 471: MAE: 14.585715693290457, MSE: 309.6021481697228, MAPE: 43.39% Accuracy for North America and Product 472: MAE: 18.358922336864772, MSE: 420.42240312088234, MAPE: 55.50% Accuracy for North America and Product 473: MAE: 7.089015129491993, MSE: 70.97589376425938, MAPE: 15.51% Accuracy for North America and Product 474: MAE: 12.02980566497671, MSE: 166.88000247765393, MAPE: 31.48% Accuracy for North America and Product 475: MAE: 16.332875132848528, MSE: 402.0507463380922, MAPE: 49.08% Accuracy for North America and Product 476: MAE: 10.335000736283313, MSE: 194.31337419127541, MAPE: 20.08% Accuracy for North America and Product 477: MAE: 9.124845698169262, MSE: 134.03174746999898, MAPE: 38.54% Accuracy for North America and Product 478: MAE: 11.084116199078595, MSE: 159.9128804892611, MAPE: 29.32% Accuracy for North America and Product 479: MAE: 11.453994633470414, MSE: 181.7654683635065, MAPE: 46.31% Accuracy for North America and Product 480: MAE: 10.423580007496579, MSE: 203.41009980130204, MAPE: 37.05% Accuracy for North America and Product 481: MAE: 10.850341042012332, MSE: 169.95192989196613, MAPE: 29.40% Accuracy for North America and Product 482: MAE: 13.446450608749549, MSE: 285.8553410052063, MAPE: 41.70% Accuracy for North America and Product 483: MAE: 9.175191725073848, MSE: 95.76058619595484, MAPE: 124.02% Accuracy for North America and Product 484: MAE: 19.22625339182096, MSE: 505.3927051179191, MAPE: 192.10% Accuracy for North America and Product 485: MAE: 19.074710537355877, MSE: 424.06225808063584, MAPE: 78.15% Accuracy for North America and Product 486: MAE: 9.321700717288168, MSE: 142.14434684158908, MAPE: 23.16% Accuracy for North America and Product 487: MAE: 20.577475885058114, MSE: 470.5326787558559, MAPE: 76.78% Accuracy for North America and Product 488: MAE: 14.528656225719946, MSE: 248.56553336725605, MAPE: 47.90% Accuracy for North America and Product 489: MAE: 16.612605197073023, MSE: 443.9851506117983, MAPE: 57.12% Accuracy for North America and Product 490: MAE: 15.8810822082036, MSE: 410.8925700200258, MAPE: 43.17% Accuracy for North America and Product 491: MAE: 15.59194977434385, MSE: 296.4159870697043, MAPE: 49.33% Accuracy for North America and Product 492: MAE: 10.799409112196052, MSE: 201.20651091752194, MAPE: 25.48% Accuracy for North America and Product 493: MAE: 12.777513615097089, MSE: 187.34313193242173, MAPE: 39.50% Accuracy for North America and Product 494: MAE: 10.553042604070509, MSE: 218.49354293356555, MAPE: 24.08% Accuracy for North America and Product 495: MAE: 20.17625226515198, MSE: 518.3073360598262, MAPE: 45.45% Accuracy for North America and Product 496: MAE: 12.30075920659483, MSE: 218.53814507825342, MAPE: 29.89% Accuracy for North America and Product 497: MAE: 14.683628704018968, MSE: 256.11622525580754, MAPE: 57.62% Accuracy for North America and Product 498: MAE: 15.93307053472449, MSE: 425.8507490660612, MAPE: 38.69% Accuracy for North America and Product 499: MAE: 18.7315102867706, MSE: 361.0879204704156, MAPE: 60.70% Accuracy for North America and Product 500: MAE: 10.96589062319381, MSE: 130.78659809978654, MAPE: 22.81% Accuracy for North America and Product 501: MAE: 6.457174356693254, MSE: 80.47330946289824, MAPE: 29.12% Accuracy for North America and Product 502: MAE: 8.974959108593925, MSE: 125.73596971204213, MAPE: 25.40% Accuracy for North America and Product 503: MAE: 14.31472597417221, MSE: 299.1701633750543, MAPE: 40.11% Accuracy for North America and Product 504: MAE: 12.64458130717101, MSE: 254.78039860848043, MAPE: 84.23% Accuracy for North America and Product 505: MAE: 8.738405712963557, MSE: 110.58811822277815, MAPE: 30.74% Accuracy for North America and Product 506: MAE: 13.814137157097122, MSE: 315.63458240896546, MAPE: 116.88% Accuracy for North America and Product 507: MAE: 5.365126927850452, MSE: 40.11698295819356, MAPE: 17.24% Accuracy for North America and Product 508: MAE: 9.298867384103149, MSE: 117.64487624848157, MAPE: 34.22% Accuracy for North America and Product 509: MAE: 26.574144752353185, MSE: 882.0999373766514, MAPE: 88.46% Accuracy for North America and Product 510: MAE: 15.393207749120222, MSE: 336.5384530238622, MAPE: 37.13% Accuracy for North America and Product 511: MAE: 8.397067202882923, MSE: 122.24655130207842, MAPE: 18.35% Accuracy for North America and Product 512: MAE: 4.91681656787573, MSE: 37.0342631288173, MAPE: 12.82% Accuracy for North America and Product 513: MAE: 4.715166379957088, MSE: 33.77114118255114, MAPE: 17.20% Accuracy for North America and Product 514: MAE: 16.745765903585127, MSE: 310.50700163291225, MAPE: 56.34% Accuracy for North America and Product 515: MAE: 16.726923696735135, MSE: 395.7706763275121, MAPE: 54.48% Accuracy for North America and Product 516: MAE: 17.73146858081168, MSE: 429.97916735615615, MAPE: 52.92% Accuracy for North America and Product 517: MAE: 15.864605366670514, MSE: 305.1360411024717, MAPE: 35.45% Accuracy for North America and Product 518: MAE: 17.301829634297377, MSE: 487.84703605205596, MAPE: 454.01% Accuracy for North America and Product 519: MAE: 12.69481684780664, MSE: 261.19544935790697, MAPE: 57.55% Accuracy for North America and Product 520: MAE: 10.564453365873165, MSE: 172.25456636389578, MAPE: 36.53% Accuracy for North America and Product 521: MAE: 12.723894285107745, MSE: 176.81380480949898, MAPE: 30.58% Accuracy for North America and Product 522: MAE: 8.997822969158594, MSE: 110.08600828434635, MAPE: 23.21% Accuracy for North America and Product 523: MAE: 11.747630600004914, MSE: 189.32111396459348, MAPE: 31.54% Accuracy for North America and Product 524: MAE: 14.265540632130302, MSE: 380.09659101818477, MAPE: 93.02% Accuracy for North America and Product 525: MAE: 6.398030859238775, MSE: 69.67155660788924, MAPE: 13.39% Accuracy for North America and Product 526: MAE: 8.794789056179726, MSE: 98.41222168004056, MAPE: 25.35% Accuracy for North America and Product 527: MAE: 11.776370030959468, MSE: 199.2489512351271, MAPE: 51.48% Accuracy for North America and Product 528: MAE: 8.756792995179719, MSE: 106.59117495284106, MAPE: 33.82% Accuracy for North America and Product 529: MAE: 10.090352363562424, MSE: 153.61710818687072, MAPE: 19.36% Accuracy for North America and Product 530: MAE: 10.149432544691752, MSE: 118.85612368213602, MAPE: 30.68% Accuracy for North America and Product 531: MAE: 16.481678934233866, MSE: 285.3184641472294, MAPE: 93.07% Accuracy for North America and Product 532: MAE: 12.34221573242107, MSE: 195.87791520919455, MAPE: 46.46% Accuracy for North America and Product 533: MAE: 14.305346973690984, MSE: 304.7999945460303, MAPE: 100.90% Accuracy for North America and Product 534: MAE: 9.752785983745298, MSE: 157.15181761460386, MAPE: 21.07% Accuracy for North America and Product 535: MAE: 12.22995488529633, MSE: 183.91333710318526, MAPE: 36.01% Accuracy for North America and Product 536: MAE: 12.63466703827879, MSE: 488.0144176305133, MAPE: 21.60% Accuracy for North America and Product 537: MAE: 15.099677320867647, MSE: 322.86927265808265, MAPE: 89.74% Accuracy for North America and Product 538: MAE: 10.115613252640841, MSE: 160.81343460934937, MAPE: 26.66% Accuracy for North America and Product 539: MAE: 4.528133280962351, MSE: 36.401314973966954, MAPE: 9.50% Accuracy for North America and Product 540: MAE: 17.20814226887279, MSE: 426.88290493352497, MAPE: 75.65% Accuracy for North America and Product 541: MAE: 7.806494296260769, MSE: 88.04301796573752, MAPE: 18.59% Accuracy for North America and Product 542: MAE: 9.038638455465268, MSE: 155.96280984615265, MAPE: 19.25% Accuracy for North America and Product 543: MAE: 13.123355418975176, MSE: 211.41464483850692, MAPE: 28.62% Accuracy for North America and Product 544: MAE: 9.112397541158646, MSE: 97.77817251263073, MAPE: 27.94% Accuracy for North America and Product 545: MAE: 15.823513982671415, MSE: 452.7025122227136, MAPE: 84.01% Accuracy for North America and Product 546: MAE: 8.937839559711538, MSE: 129.0663967404357, MAPE: 30.53% Accuracy for North America and Product 547: MAE: 8.959951532833747, MSE: 146.7874672360364, MAPE: 25.18% Accuracy for North America and Product 548: MAE: 18.30080031955172, MSE: 606.4734516957894, MAPE: 104.06% Accuracy for North America and Product 549: MAE: 15.127515475784724, MSE: 343.45326075524883, MAPE: 32.43% Accuracy for North America and Product 550: MAE: 17.34772529575319, MSE: 392.0091536610024, MAPE: 53.01% Accuracy for North America and Product 551: MAE: 12.825739070658093, MSE: 308.55272018341145, MAPE: 27.13% Accuracy for North America and Product 552: MAE: 12.80829517943925, MSE: 215.99404569826953, MAPE: 102.52% Accuracy for North America and Product 553: MAE: 19.374020994256263, MSE: 585.6292102049533, MAPE: 52.65% Accuracy for North America and Product 554: MAE: 5.157900402512624, MSE: 42.013943142622956, MAPE: 16.71% Accuracy for North America and Product 555: MAE: 12.775379387616537, MSE: 229.53823855078116, MAPE: 36.26% Accuracy for North America and Product 556: MAE: 12.240725338464951, MSE: 247.74044861678158, MAPE: 37.49% Accuracy for North America and Product 557: MAE: 10.525638288615951, MSE: 150.3364630880173, MAPE: 37.63% Accuracy for North America and Product 558: MAE: 20.780776322653264, MSE: 562.7429565613019, MAPE: 71.02% Accuracy for North America and Product 559: MAE: 23.005689998658266, MSE: 638.492419087516, MAPE: 90.90% Accuracy for North America and Product 560: MAE: 9.11381535176923, MSE: 159.44480093088174, MAPE: 60.44% Accuracy for North America and Product 561: MAE: 7.686222035016341, MSE: 111.03990832670752, MAPE: 40.89% Accuracy for North America and Product 562: MAE: 16.107580286158136, MSE: 381.5963662903179, MAPE: 61.10% Accuracy for North America and Product 563: MAE: 15.067967989313292, MSE: 341.74348842772986, MAPE: 78.12% Accuracy for North America and Product 564: MAE: 11.587650866861571, MSE: 171.0085881500501, MAPE: 33.93% Accuracy for North America and Product 565: MAE: 19.369113983629124, MSE: 441.5770529257699, MAPE: 60.88% Accuracy for North America and Product 566: MAE: 23.027638768163445, MSE: 632.7305223963124, MAPE: 155.91% Accuracy for North America and Product 567: MAE: 16.29436184636027, MSE: 319.4465796806603, MAPE: 48.72% Accuracy for North America and Product 568: MAE: 15.445357121644884, MSE: 285.06132153461937, MAPE: 59.29% Accuracy for North America and Product 569: MAE: 26.61290054217944, MSE: 1052.921387743372, MAPE: 60.74% Accuracy for North America and Product 570: MAE: 14.068854694875904, MSE: 267.170250671457, MAPE: 27.65% Accuracy for North America and Product 571: MAE: 13.63227211891614, MSE: 292.5558553024413, MAPE: 88.00% Accuracy for North America and Product 572: MAE: 10.955884367769418, MSE: 236.60412776021394, MAPE: 75.27% Accuracy for North America and Product 573: MAE: 6.616766130233424, MSE: 50.49706896414152, MAPE: 18.79% Accuracy for North America and Product 574: MAE: 15.57659518870658, MSE: 318.84134409582396, MAPE: 47.43% Accuracy for North America and Product 575: MAE: 15.683049213287017, MSE: 347.51832209795015, MAPE: 48.83% Accuracy for North America and Product 576: MAE: 15.681280190420967, MSE: 267.53009937306786, MAPE: 61.75% Accuracy for North America and Product 577: MAE: 9.796799256316898, MSE: 168.2844097719721, MAPE: 34.59% Accuracy for North America and Product 578: MAE: 19.065116497159437, MSE: 476.00432811165075, MAPE: 67.19% Accuracy for North America and Product 579: MAE: 10.610996837970257, MSE: 136.88491954615682, MAPE: 37.58% Accuracy for North America and Product 580: MAE: 6.450453706148187, MSE: 106.575734430531, MAPE: 26.11% Accuracy for North America and Product 581: MAE: 14.32674067118245, MSE: 379.45144572688, MAPE: 101.98% Accuracy for North America and Product 582: MAE: 9.584722150059115, MSE: 123.1925700152104, MAPE: 31.02% Accuracy for North America and Product 583: MAE: 6.828788842180224, MSE: 78.40425858200817, MAPE: 19.14% Accuracy for North America and Product 584: MAE: 16.14606375006021, MSE: 406.88264190204006, MAPE: 34.55% Accuracy for North America and Product 585: MAE: 11.037128589660835, MSE: 203.70386099120395, MAPE: 39.63% Accuracy for North America and Product 586: MAE: 12.54058616840985, MSE: 240.45890231938566, MAPE: 44.86% Accuracy for North America and Product 587: MAE: 13.333685914679867, MSE: 211.5689152159327, MAPE: 39.23% Accuracy for North America and Product 588: MAE: 11.12897230857028, MSE: 165.7580895059889, MAPE: 27.63% Accuracy for North America and Product 589: MAE: 9.943768031786202, MSE: 154.18824825538695, MAPE: 30.01% Accuracy for North America and Product 590: MAE: 12.940775748029534, MSE: 221.54232186105605, MAPE: 35.72% Accuracy for North America and Product 591: MAE: 9.076563693999464, MSE: 105.19859189121512, MAPE: 23.88% Accuracy for North America and Product 592: MAE: 12.431085350013577, MSE: 174.30848156366372, MAPE: 38.97% Accuracy for North America and Product 593: MAE: 8.386488941399856, MSE: 88.26458299399792, MAPE: 23.51% Accuracy for North America and Product 594: MAE: 16.365757473900338, MSE: 330.4185416986139, MAPE: 44.83% Accuracy for North America and Product 595: MAE: 24.119155956565695, MSE: 1020.4999776825547, MAPE: 125.45% Accuracy for North America and Product 596: MAE: 12.837379048606667, MSE: 189.59343459900006, MAPE: 36.98% Accuracy for North America and Product 597: MAE: 2.944049453719431, MSE: 19.5245698661055, MAPE: 6.69% Accuracy for North America and Product 598: MAE: 13.804733703069786, MSE: 266.9574141299689, MAPE: 58.85% Accuracy for North America and Product 599: MAE: 8.686845236305176, MSE: 112.81203266766938, MAPE: 20.33% Accuracy for North America and Product 600: MAE: 11.485819876944833, MSE: 178.453928121483, MAPE: 36.85% Accuracy for North America and Product 601: MAE: 11.59819042728793, MSE: 176.38700146848606, MAPE: 31.84% Accuracy for North America and Product 602: MAE: 8.261653630815125, MSE: 147.84611456158, MAPE: 16.57% Accuracy for North America and Product 603: MAE: 18.0139260054874, MSE: 488.56732787200264, MAPE: 170.16% Accuracy for North America and Product 604: MAE: 16.943698046249843, MSE: 474.3879290674293, MAPE: 79.32% Accuracy for North America and Product 605: MAE: 12.761818159617514, MSE: 401.94795710664977, MAPE: 34.64% Accuracy for North America and Product 606: MAE: 12.08112100745618, MSE: 159.1582094541027, MAPE: 34.71% Accuracy for North America and Product 607: MAE: 13.682170505607399, MSE: 204.54751372989404, MAPE: 46.90% Accuracy for North America and Product 608: MAE: 19.566142844878147, MSE: 511.69505474562766, MAPE: 61.27% Accuracy for North America and Product 609: MAE: 15.761958575028967, MSE: 386.10418150695693, MAPE: 43.19% Accuracy for North America and Product 610: MAE: 7.6238757014446366, MSE: 65.43019009942253, MAPE: 16.32% Accuracy for North America and Product 611: MAE: 14.278755680802774, MSE: 217.81804399310698, MAPE: 39.57% Accuracy for North America and Product 612: MAE: 17.320642394633293, MSE: 583.6425725506963, MAPE: 54.43% Accuracy for North America and Product 613: MAE: 12.502687983316687, MSE: 286.2039296977444, MAPE: 35.92% Accuracy for North America and Product 614: MAE: 6.342442188913419, MSE: 50.51689457489555, MAPE: 19.19% Accuracy for North America and Product 615: MAE: 12.769428624588915, MSE: 330.18689902057923, MAPE: 91.78% Accuracy for North America and Product 616: MAE: 14.949457428644996, MSE: 295.4698752836433, MAPE: 39.56% Accuracy for North America and Product 617: MAE: 11.57499550867658, MSE: 173.3910619755424, MAPE: 39.17% Accuracy for North America and Product 618: MAE: 9.682301584569148, MSE: 161.39809722868216, MAPE: 34.48% Accuracy for North America and Product 619: MAE: 15.2030950041665, MSE: 387.99201136385165, MAPE: 79.21% Accuracy for North America and Product 620: MAE: 17.241455115088407, MSE: 498.49776073200667, MAPE: 46.55% Accuracy for North America and Product 621: MAE: 8.131944929412949, MSE: 70.43544051750158, MAPE: 31.04% Accuracy for North America and Product 622: MAE: 14.119297789548753, MSE: 237.0660869603691, MAPE: 62.27% Accuracy for North America and Product 623: MAE: 9.895948236171312, MSE: 169.35541839273944, MAPE: 30.10% Accuracy for North America and Product 624: MAE: 11.782529808594663, MSE: 176.5122981998863, MAPE: 29.66% Accuracy for North America and Product 625: MAE: 21.161080577812093, MSE: 489.9493817373119, MAPE: 82.95% Accuracy for North America and Product 626: MAE: 16.20145362020502, MSE: 291.88316925949096, MAPE: 44.31% Accuracy for North America and Product 627: MAE: 6.357411722092176, MSE: 59.5629761938025, MAPE: 17.01% Accuracy for North America and Product 628: MAE: 15.77932039797479, MSE: 339.3162169207559, MAPE: 37.50% Accuracy for North America and Product 629: MAE: 16.48337191802677, MSE: 418.6126154909319, MAPE: 42.24% Accuracy for North America and Product 630: MAE: 12.796265716784399, MSE: 276.6557436037909, MAPE: 32.63% Accuracy for North America and Product 631: MAE: 16.887772322038007, MSE: 497.1836961259627, MAPE: 30.79% Accuracy for North America and Product 632: MAE: 7.1954325403700725, MSE: 78.43183933813108, MAPE: 14.69% Accuracy for North America and Product 633: MAE: 15.398296914964547, MSE: 435.234507309486, MAPE: 36.62% Accuracy for North America and Product 634: MAE: 11.863478904612819, MSE: 361.29826822762686, MAPE: 43.24% Accuracy for North America and Product 635: MAE: 18.412489377026805, MSE: 378.80191441831664, MAPE: 43.64% Accuracy for North America and Product 636: MAE: 17.358083964195295, MSE: 460.8988847977638, MAPE: 103.85% Accuracy for North America and Product 637: MAE: 9.699606711224726, MSE: 125.90813852689443, MAPE: 60.96% Accuracy for North America and Product 638: MAE: 13.221954347446166, MSE: 247.96532024995804, MAPE: 30.13% Accuracy for North America and Product 639: MAE: 11.946616951765018, MSE: 213.88721172898886, MAPE: 48.85% Accuracy for North America and Product 640: MAE: 4.873175551497383, MSE: 64.16478734085078, MAPE: 16.01% Accuracy for North America and Product 641: MAE: 10.567433014727673, MSE: 139.85891172198427, MAPE: 36.29% Accuracy for North America and Product 642: MAE: 21.376277879392504, MSE: 582.3301629396054, MAPE: 92.27% Accuracy for North America and Product 643: MAE: 6.2303670219935565, MSE: 116.12075859439801, MAPE: 11.53% Accuracy for North America and Product 644: MAE: 10.686981090489057, MSE: 162.76311406507227, MAPE: 25.53% Accuracy for North America and Product 645: MAE: 12.992689119680538, MSE: 195.79869357879767, MAPE: 22.37% Accuracy for North America and Product 646: MAE: 9.829404431208024, MSE: 114.63823775264912, MAPE: 37.13% Accuracy for North America and Product 647: MAE: 14.931899514969325, MSE: 386.3154185069776, MAPE: 59.18% Accuracy for North America and Product 648: MAE: 8.647060963145996, MSE: 87.41754919714056, MAPE: 27.27% Accuracy for North America and Product 649: MAE: 12.506041050826845, MSE: 172.17266952095298, MAPE: 51.36% Accuracy for North America and Product 650: MAE: 16.242831788513644, MSE: 317.6809342862939, MAPE: 80.28% Accuracy for North America and Product 651: MAE: 15.047109778111755, MSE: 267.34251954232593, MAPE: 43.68% Accuracy for North America and Product 652: MAE: 10.304216715224612, MSE: 168.49727803630847, MAPE: 34.28% Accuracy for North America and Product 653: MAE: 19.178189183828472, MSE: 433.1153620252486, MAPE: 67.64% Accuracy for North America and Product 654: MAE: 13.961451513567265, MSE: 321.1047458817501, MAPE: 92.28% Accuracy for North America and Product 655: MAE: 15.859133329338402, MSE: 461.8715093872155, MAPE: 36.98% Accuracy for North America and Product 656: MAE: 12.523537172379394, MSE: 182.43560726779052, MAPE: 36.96% Accuracy for North America and Product 657: MAE: 8.83526868029525, MSE: 180.99133284466956, MAPE: 23.54% Accuracy for North America and Product 658: MAE: 13.464024371550817, MSE: 270.7011490438135, MAPE: 38.68% Accuracy for North America and Product 659: MAE: 20.507072798204018, MSE: 698.6985966199563, MAPE: 90.74% Accuracy for North America and Product 660: MAE: 8.363892331204621, MSE: 125.97772329011005, MAPE: 15.29% Accuracy for North America and Product 661: MAE: 14.979203024834101, MSE: 366.99632405286, MAPE: 58.95% Accuracy for North America and Product 662: MAE: 13.850819905748954, MSE: 313.825099402624, MAPE: 37.88% Accuracy for North America and Product 663: MAE: 12.862424759337518, MSE: 272.74034005896414, MAPE: 30.84% Accuracy for North America and Product 664: MAE: 16.963266694421456, MSE: 602.9495065691888, MAPE: 42.75% Accuracy for North America and Product 665: MAE: 10.263857339272665, MSE: 153.0912407968682, MAPE: 43.53% Accuracy for North America and Product 666: MAE: 8.57598078834848, MSE: 124.98176967611394, MAPE: 42.41% Accuracy for North America and Product 667: MAE: 15.250902551080571, MSE: 331.1961216747628, MAPE: 57.15% Accuracy for North America and Product 668: MAE: 7.675089040791391, MSE: 85.7938146886241, MAPE: 19.28% Accuracy for North America and Product 669: MAE: 10.277402160442367, MSE: 142.2628323071695, MAPE: 21.53% Accuracy for North America and Product 670: MAE: 10.39847999253052, MSE: 139.00430430217588, MAPE: 37.45% Accuracy for North America and Product 671: MAE: 16.654993768684506, MSE: 393.67501143019336, MAPE: 41.38% Accuracy for North America and Product 672: MAE: 14.607693965343554, MSE: 336.3254837459049, MAPE: 29.13% Accuracy for North America and Product 673: MAE: 15.192288740994988, MSE: 293.2790760083825, MAPE: 61.43% Accuracy for North America and Product 674: MAE: 12.4545452693095, MSE: 241.30626616471196, MAPE: 87.75% Accuracy for North America and Product 675: MAE: 7.293743837082201, MSE: 60.16632128705352, MAPE: 27.19% Accuracy for North America and Product 676: MAE: 28.949956034324725, MSE: 966.8185148640005, MAPE: 133.80% Accuracy for North America and Product 677: MAE: 7.938672104682476, MSE: 89.65035778345197, MAPE: 43.49% Accuracy for North America and Product 678: MAE: 17.432218027700845, MSE: 449.80132590222485, MAPE: 81.92% Accuracy for North America and Product 679: MAE: 12.962472985635264, MSE: 227.63369039550247, MAPE: 23.25% Accuracy for North America and Product 680: MAE: 17.657749107155418, MSE: 610.1691429151801, MAPE: 36.40% Accuracy for North America and Product 681: MAE: 20.500551811077305, MSE: 646.7565624419451, MAPE: 35.25% Accuracy for North America and Product 682: MAE: 8.634838502757123, MSE: 116.28211811475202, MAPE: 24.78% Accuracy for North America and Product 683: MAE: 18.335671856970578, MSE: 386.58128898717723, MAPE: 57.10% Accuracy for North America and Product 684: MAE: 13.142658223327976, MSE: 253.44501969091272, MAPE: 49.84% Accuracy for North America and Product 685: MAE: 13.188717323335885, MSE: 245.28386138619453, MAPE: 34.47% Accuracy for North America and Product 686: MAE: 12.933724505027149, MSE: 212.11204926598444, MAPE: 35.10% Accuracy for North America and Product 687: MAE: 15.961594185540458, MSE: 294.49456169409234, MAPE: 42.68% Accuracy for North America and Product 688: MAE: 12.640702168597656, MSE: 190.45585806762648, MAPE: 34.84% Accuracy for North America and Product 689: MAE: 18.364848955034866, MSE: 648.1710965905468, MAPE: 49.59% Accuracy for North America and Product 690: MAE: 12.71184433140123, MSE: 299.8257518153355, MAPE: 57.54% Accuracy for North America and Product 691: MAE: 8.737432040526974, MSE: 94.63646231354875, MAPE: 19.89% Accuracy for North America and Product 692: MAE: 12.272975953720037, MSE: 228.23651858548305, MAPE: 24.40% Accuracy for North America and Product 693: MAE: 6.462099803807371, MSE: 87.80745740258291, MAPE: 17.73% Accuracy for North America and Product 694: MAE: 18.819829944684763, MSE: 677.561359369405, MAPE: 30.19% Accuracy for North America and Product 695: MAE: 15.488123397532267, MSE: 483.4579101550935, MAPE: 38.80% Accuracy for North America and Product 696: MAE: 11.03285417720452, MSE: 206.13774831153674, MAPE: 43.75% Accuracy for North America and Product 697: MAE: 9.568350359843512, MSE: 166.63198316527104, MAPE: 24.45% Accuracy for North America and Product 698: MAE: 15.754891003673631, MSE: 370.2894664499492, MAPE: 46.31% Accuracy for North America and Product 699: MAE: 12.381752787828649, MSE: 286.59536671561943, MAPE: 25.45% Accuracy for North America and Product 700: MAE: 7.936112812710036, MSE: 90.83985318037472, MAPE: 29.32% Accuracy for North America and Product 701: MAE: 10.673085397760174, MSE: 151.1282870597255, MAPE: 63.15% Accuracy for North America and Product 702: MAE: 7.60172667387423, MSE: 106.02001069037028, MAPE: 34.58% Accuracy for North America and Product 703: MAE: 11.456676388775417, MSE: 205.6474268763521, MAPE: 44.44% Accuracy for North America and Product 704: MAE: 21.53334817825189, MSE: 643.790739791333, MAPE: 146.97% Accuracy for North America and Product 705: MAE: 7.504837876286655, MSE: 103.31773287063973, MAPE: 16.58% Accuracy for North America and Product 706: MAE: 19.93960970314025, MSE: 659.1901194886985, MAPE: 55.41% Accuracy for North America and Product 707: MAE: 14.221263972723914, MSE: 233.50072489263002, MAPE: 39.26% Accuracy for North America and Product 708: MAE: 11.43015607444054, MSE: 204.39302590128287, MAPE: 41.48% Accuracy for North America and Product 709: MAE: 12.203966237225966, MSE: 187.3083560375497, MAPE: 86.35% Accuracy for North America and Product 710: MAE: 6.744798416704339, MSE: 56.83929760164392, MAPE: 15.55% Accuracy for North America and Product 711: MAE: 11.894765549208888, MSE: 199.55950606176998, MAPE: 40.59% Accuracy for North America and Product 712: MAE: 14.569370045611198, MSE: 274.55956582321176, MAPE: 34.56% Accuracy for North America and Product 713: MAE: 14.480181694533888, MSE: 398.85882441063467, MAPE: 41.17% Accuracy for North America and Product 714: MAE: 7.715676234577356, MSE: 70.86671501061286, MAPE: 25.25% Accuracy for North America and Product 715: MAE: 7.5908073205375075, MSE: 137.02238592320262, MAPE: 16.85% Accuracy for North America and Product 716: MAE: 11.623339693440396, MSE: 222.49058919354397, MAPE: 32.91% Accuracy for North America and Product 717: MAE: 15.863753540599978, MSE: 324.02877460889647, MAPE: 45.27% Accuracy for North America and Product 718: MAE: 23.815471899649793, MSE: 695.3975843717984, MAPE: 59.35% Accuracy for North America and Product 719: MAE: 17.76518989545794, MSE: 469.39789095303456, MAPE: 33.94% Accuracy for North America and Product 720: MAE: 11.489621792244659, MSE: 188.96581810341223, MAPE: 52.74% Accuracy for North America and Product 721: MAE: 15.00197464736242, MSE: 242.5166683691752, MAPE: 61.95% Accuracy for North America and Product 722: MAE: 14.466914851806006, MSE: 318.69351269956917, MAPE: 63.45% Accuracy for North America and Product 723: MAE: 17.845204978444094, MSE: 381.11380635699953, MAPE: 54.20% Accuracy for North America and Product 724: MAE: 10.039856559057476, MSE: 240.47665372598607, MAPE: 51.84% Accuracy for North America and Product 725: MAE: 12.327967763050605, MSE: 186.15996308351063, MAPE: 53.63% Accuracy for North America and Product 726: MAE: 21.41723773989593, MSE: 554.870494483358, MAPE: 103.78% Accuracy for North America and Product 727: MAE: 19.753663341896537, MSE: 570.1210524103176, MAPE: 125.99% Accuracy for North America and Product 728: MAE: 8.39115204793664, MSE: 116.03395388071428, MAPE: 23.77% Accuracy for North America and Product 729: MAE: 20.82363803965603, MSE: 486.62283049402913, MAPE: 50.39% Accuracy for North America and Product 730: MAE: 9.908483980367947, MSE: 159.05630252554255, MAPE: 32.68% Accuracy for North America and Product 731: MAE: 10.442157160668797, MSE: 134.49622136289298, MAPE: 30.62% Accuracy for North America and Product 732: MAE: 10.071962935909912, MSE: 174.47536195395642, MAPE: 24.48% Accuracy for North America and Product 733: MAE: 18.927008162638014, MSE: 779.174661556716, MAPE: 33.85% Accuracy for North America and Product 734: MAE: 15.60888192893795, MSE: 443.25357758027974, MAPE: 33.12% Accuracy for North America and Product 735: MAE: 8.76116444471612, MSE: 106.263400061856, MAPE: 31.58% Accuracy for North America and Product 736: MAE: 13.181120836067743, MSE: 223.50497850492417, MAPE: 46.75% Accuracy for North America and Product 737: MAE: 8.699311095925948, MSE: 100.5206382754305, MAPE: 17.06% Accuracy for North America and Product 738: MAE: 14.576007467709621, MSE: 357.9127119277323, MAPE: 79.71% Accuracy for North America and Product 739: MAE: 6.740867468391255, MSE: 71.22190961343567, MAPE: 14.97% Accuracy for North America and Product 740: MAE: 11.032087808072912, MSE: 149.83986223658775, MAPE: 33.05% Accuracy for North America and Product 741: MAE: 13.979175053128827, MSE: 354.2154369605495, MAPE: 35.02% Accuracy for North America and Product 742: MAE: 14.033763664514481, MSE: 318.0718006601302, MAPE: 29.18% Accuracy for North America and Product 743: MAE: 20.221190755372227, MSE: 494.17376144724824, MAPE: 99.43% Accuracy for North America and Product 744: MAE: 6.419734296349427, MSE: 65.68045110964415, MAPE: 23.90% Accuracy for North America and Product 745: MAE: 12.097574683470487, MSE: 251.00675667549473, MAPE: 36.77% Accuracy for North America and Product 746: MAE: 18.002541533284422, MSE: 533.2974197954006, MAPE: 42.32% Accuracy for North America and Product 747: MAE: 13.420834184807092, MSE: 255.54387122339443, MAPE: 32.31% Accuracy for North America and Product 748: MAE: 16.383619632206244, MSE: 295.7913613969441, MAPE: 41.52% Accuracy for North America and Product 749: MAE: 13.063028604762332, MSE: 326.7513399293487, MAPE: 34.93% Accuracy for North America and Product 750: MAE: 14.90077794558934, MSE: 309.8882530441346, MAPE: 32.89% Accuracy for North America and Product 751: MAE: 6.241124771160715, MSE: 56.39630139991415, MAPE: 18.81% Accuracy for North America and Product 752: MAE: 8.079390799731337, MSE: 100.96283009576985, MAPE: 20.22% Accuracy for North America and Product 753: MAE: 11.414856620474875, MSE: 140.9044006359656, MAPE: 27.67% Accuracy for North America and Product 754: MAE: 7.965921846652302, MSE: 135.58850480003767, MAPE: 18.66% Accuracy for North America and Product 755: MAE: 11.285233967434419, MSE: 171.12380637655707, MAPE: 27.69% Accuracy for North America and Product 756: MAE: 12.239723101478791, MSE: 319.2768640290228, MAPE: 22.31% Accuracy for North America and Product 757: MAE: 15.962075255697982, MSE: 307.7582553792394, MAPE: 33.22% Accuracy for North America and Product 758: MAE: 16.7926655409822, MSE: 347.88529516479724, MAPE: 84.89% Accuracy for North America and Product 759: MAE: 22.36858635021366, MSE: 605.7050627454657, MAPE: 49.51% Accuracy for North America and Product 760: MAE: 18.15192793922091, MSE: 371.5320932715196, MAPE: 41.04% Accuracy for North America and Product 761: MAE: 14.644146957667715, MSE: 243.05967963464482, MAPE: 52.70% Accuracy for North America and Product 762: MAE: 6.32426289051367, MSE: 52.014416689234224, MAPE: 16.27% Accuracy for North America and Product 763: MAE: 8.26126638559162, MSE: 101.93392612196851, MAPE: 28.15% Accuracy for North America and Product 764: MAE: 11.01334670968111, MSE: 242.42489279195865, MAPE: 23.23% Accuracy for North America and Product 765: MAE: 11.263546082822387, MSE: 321.538934866292, MAPE: 27.26% Accuracy for North America and Product 766: MAE: 7.511393169806761, MSE: 105.04338215237189, MAPE: 12.72% Accuracy for North America and Product 767: MAE: 16.86178219123326, MSE: 340.55132813316015, MAPE: 41.96% Accuracy for North America and Product 768: MAE: 10.177199698718958, MSE: 242.0396697155285, MAPE: 16.82% Accuracy for North America and Product 769: MAE: 8.245772020425196, MSE: 102.86586585911216, MAPE: 23.36% Accuracy for North America and Product 770: MAE: 26.611387913105354, MSE: 1021.0618706261439, MAPE: 91.02% Accuracy for North America and Product 771: MAE: 17.8641520460919, MSE: 502.1120964596509, MAPE: 39.28% Accuracy for North America and Product 772: MAE: 8.041757797290305, MSE: 68.63763678909584, MAPE: 22.60% Accuracy for North America and Product 773: MAE: 18.82879500239435, MSE: 551.6473484526283, MAPE: 43.00% Accuracy for North America and Product 774: MAE: 21.310373593853154, MSE: 472.41460416731127, MAPE: 61.56% Accuracy for North America and Product 775: MAE: 4.874071078380753, MSE: 24.98554138644332, MAPE: 18.97% Accuracy for North America and Product 776: MAE: 8.842857835317673, MSE: 109.14033932985087, MAPE: 30.98% Accuracy for North America and Product 777: MAE: 7.466487266847172, MSE: 70.17986136404646, MAPE: 24.47% Accuracy for North America and Product 778: MAE: 8.410204276221341, MSE: 89.33394828458162, MAPE: 33.04% Accuracy for North America and Product 779: MAE: 10.62966026299322, MSE: 188.90334180585305, MAPE: 24.39% Accuracy for North America and Product 780: MAE: 11.768459832056227, MSE: 159.3873256418987, MAPE: 30.85% Accuracy for North America and Product 781: MAE: 14.159812120555426, MSE: 344.1889638424939, MAPE: 34.87% Accuracy for North America and Product 782: MAE: 11.374281244024058, MSE: 302.01345565830997, MAPE: 19.55% Accuracy for North America and Product 783: MAE: 8.532288309985779, MSE: 185.01708725748108, MAPE: 61.93% Accuracy for North America and Product 784: MAE: 9.765322848429443, MSE: 141.76255638991896, MAPE: 45.21% Accuracy for North America and Product 785: MAE: 18.6286963983043, MSE: 429.1266927078791, MAPE: 42.21% Accuracy for North America and Product 786: MAE: 11.429663977420777, MSE: 174.29263665655418, MAPE: 58.59% Accuracy for North America and Product 787: MAE: 6.100283031425212, MSE: 75.76527160412061, MAPE: 16.25% Accuracy for North America and Product 788: MAE: 17.09853278374462, MSE: 390.3124558492917, MAPE: 35.59% Accuracy for North America and Product 789: MAE: 16.815815229566894, MSE: 413.76923888664396, MAPE: 46.10% Accuracy for North America and Product 790: MAE: 17.815536540854282, MSE: 364.81899399680543, MAPE: 47.16% Accuracy for North America and Product 791: MAE: 12.636059065536292, MSE: 201.31691045668322, MAPE: 41.81% Accuracy for North America and Product 792: MAE: 13.870910318850926, MSE: 246.74332294767464, MAPE: 44.35% Accuracy for North America and Product 793: MAE: 14.666058881683501, MSE: 376.4443393354138, MAPE: 83.06% Accuracy for North America and Product 794: MAE: 11.684445385494215, MSE: 255.6932196564175, MAPE: 29.41% Accuracy for North America and Product 795: MAE: 9.761942726404477, MSE: 129.10459565226694, MAPE: 23.87% Accuracy for North America and Product 796: MAE: 16.921377897028414, MSE: 537.2859021550817, MAPE: 33.30% Accuracy for North America and Product 797: MAE: 7.241502753062642, MSE: 69.09721560829941, MAPE: 22.11% Accuracy for North America and Product 798: MAE: 8.114072876132964, MSE: 134.08826470131802, MAPE: 13.89% Accuracy for North America and Product 799: MAE: 11.761748228969378, MSE: 204.85523721278486, MAPE: 31.62% Accuracy for North America and Product 800: MAE: 5.358736596735288, MSE: 42.60990019880079, MAPE: 11.51% Accuracy for North America and Product 801: MAE: 11.399950682786494, MSE: 190.3075204520259, MAPE: 36.15% Accuracy for North America and Product 802: MAE: 11.115361077162982, MSE: 168.39789575211276, MAPE: 46.12% Accuracy for North America and Product 803: MAE: 17.393489036286987, MSE: 350.1474122880341, MAPE: 52.32% Accuracy for North America and Product 804: MAE: 20.985184404643974, MSE: 587.5162065911416, MAPE: 68.75% Accuracy for North America and Product 805: MAE: 15.691861119442894, MSE: 355.9169546685272, MAPE: 53.53% Accuracy for North America and Product 806: MAE: 9.748995627780157, MSE: 147.45059338426614, MAPE: 33.59% Accuracy for North America and Product 807: MAE: 9.46438209425007, MSE: 100.2811300700055, MAPE: 29.39% Accuracy for North America and Product 808: MAE: 7.849986305302766, MSE: 63.125870117309304, MAPE: 23.26% Accuracy for North America and Product 809: MAE: 9.562919192536055, MSE: 248.5140257453101, MAPE: 37.78% Accuracy for North America and Product 810: MAE: 13.283654169767448, MSE: 193.96307961111802, MAPE: 24.82% Accuracy for North America and Product 811: MAE: 9.625827325109451, MSE: 157.7021735840016, MAPE: 18.88% Accuracy for North America and Product 812: MAE: 19.612557439587924, MSE: 505.12611061549495, MAPE: 528.67% Accuracy for North America and Product 813: MAE: 7.975849150777973, MSE: 100.40794148954802, MAPE: 28.03% Accuracy for North America and Product 814: MAE: 14.165702788787826, MSE: 218.53201987802316, MAPE: 40.27% Accuracy for North America and Product 815: MAE: 9.741512137117258, MSE: 111.3176700971776, MAPE: 22.84% Accuracy for North America and Product 816: MAE: 11.289313317883515, MSE: 220.63805641368072, MAPE: 28.77% Accuracy for North America and Product 817: MAE: 13.456406657070033, MSE: 235.88532997635548, MAPE: 57.74% Accuracy for North America and Product 818: MAE: 15.920321137064832, MSE: 328.3563148060594, MAPE: 46.75% Accuracy for North America and Product 819: MAE: 11.918060277241594, MSE: 194.01410819175297, MAPE: 36.81% Accuracy for North America and Product 820: MAE: 10.631561595677962, MSE: 183.74604387308068, MAPE: 45.64% Accuracy for North America and Product 821: MAE: 17.725380825508662, MSE: 571.8717119436394, MAPE: 47.93% Accuracy for North America and Product 822: MAE: 11.612181981389794, MSE: 194.76948909729822, MAPE: 45.67% Accuracy for North America and Product 823: MAE: 10.850144118509121, MSE: 157.03151591338215, MAPE: 32.68% Accuracy for North America and Product 824: MAE: 7.601057649366356, MSE: 97.21725190976431, MAPE: 22.52% Accuracy for North America and Product 825: MAE: 13.812917492028877, MSE: 291.49029506519605, MAPE: 60.70% Accuracy for North America and Product 826: MAE: 7.997191139326492, MSE: 96.94165046849416, MAPE: 26.96% Accuracy for North America and Product 827: MAE: 9.059071938623445, MSE: 121.53702370298804, MAPE: 20.71% Accuracy for North America and Product 828: MAE: 16.499769528686876, MSE: 406.6179406653219, MAPE: 38.46% Accuracy for North America and Product 829: MAE: 9.766624587004088, MSE: 131.51683073845598, MAPE: 88.27% Accuracy for North America and Product 830: MAE: 17.594253226840713, MSE: 512.719128038071, MAPE: 52.21% Accuracy for North America and Product 831: MAE: 9.184753467306738, MSE: 120.2278822134958, MAPE: 25.11% Accuracy for North America and Product 832: MAE: 19.01258499059129, MSE: 430.511759099354, MAPE: 60.86% Accuracy for North America and Product 833: MAE: 12.803106735931248, MSE: 246.67721641266021, MAPE: 33.11% Accuracy for North America and Product 834: MAE: 14.472460390950607, MSE: 352.50287660359817, MAPE: 27.50% Accuracy for North America and Product 835: MAE: 14.344955054172654, MSE: 293.8821891729659, MAPE: 62.73% Accuracy for North America and Product 836: MAE: 8.38935545933051, MSE: 88.47847763766549, MAPE: 21.49% Accuracy for North America and Product 837: MAE: 10.669185834041286, MSE: 159.46765366135367, MAPE: 31.79% Accuracy for North America and Product 838: MAE: 14.747131090610281, MSE: 252.76646904035314, MAPE: 48.11% Accuracy for North America and Product 839: MAE: 18.026118703039376, MSE: 490.3772665151837, MAPE: 86.07% Accuracy for North America and Product 840: MAE: 7.953325443742264, MSE: 72.06614768054013, MAPE: 26.67% Accuracy for North America and Product 841: MAE: 5.958667070125149, MSE: 46.84957648877089, MAPE: 15.30% Accuracy for North America and Product 842: MAE: 21.82448613587896, MSE: 504.32806466244665, MAPE: 594.28% Accuracy for North America and Product 843: MAE: 13.808168825682486, MSE: 330.6374240752931, MAPE: 34.27% Accuracy for North America and Product 844: MAE: 12.603855664004298, MSE: 332.1226857686318, MAPE: 41.17% Accuracy for North America and Product 845: MAE: 3.791945359204317, MSE: 20.75880479005764, MAPE: 13.64% Accuracy for North America and Product 846: MAE: 10.638467164109986, MSE: 155.38923730800684, MAPE: 29.99% Accuracy for North America and Product 847: MAE: 13.799418798647093, MSE: 265.10628188847005, MAPE: 34.80% Accuracy for North America and Product 848: MAE: 16.32775093590661, MSE: 287.0869561080684, MAPE: 36.39% Accuracy for North America and Product 849: MAE: 7.307806509353912, MSE: 88.70523660834608, MAPE: 21.21% Accuracy for North America and Product 850: MAE: 16.832792717247834, MSE: 341.4585502886638, MAPE: 39.92% Accuracy for North America and Product 851: MAE: 15.3648833845063, MSE: 260.2424114519631, MAPE: 58.86% Accuracy for North America and Product 852: MAE: 8.900387114215121, MSE: 115.95071310388525, MAPE: 26.10% Accuracy for North America and Product 853: MAE: 15.114396127389217, MSE: 356.4195899782544, MAPE: 30.96% Accuracy for North America and Product 854: MAE: 12.743170082326898, MSE: 215.08294912108266, MAPE: 35.50% Accuracy for North America and Product 855: MAE: 10.195873985515982, MSE: 124.16901926574292, MAPE: 37.26% Accuracy for North America and Product 856: MAE: 13.8303425916986, MSE: 291.44018867890344, MAPE: 37.94% Accuracy for North America and Product 857: MAE: 23.535956508177243, MSE: 561.3829273108307, MAPE: 97.49% Accuracy for North America and Product 858: MAE: 17.38559304810851, MSE: 375.0602387084617, MAPE: 33.52% Accuracy for North America and Product 859: MAE: 11.745467000608162, MSE: 225.32936769996394, MAPE: 29.23% Accuracy for North America and Product 860: MAE: 10.728633721531915, MSE: 169.72110700812854, MAPE: 22.64% Accuracy for North America and Product 861: MAE: 6.679614819865918, MSE: 63.6267824009502, MAPE: 18.51% Accuracy for North America and Product 862: MAE: 16.820252637790773, MSE: 319.64667022095296, MAPE: 105.06% Accuracy for North America and Product 863: MAE: 13.632275548133, MSE: 313.19570761832955, MAPE: 50.47% Accuracy for North America and Product 864: MAE: 9.133819385378308, MSE: 126.89671122650148, MAPE: 31.54% Accuracy for North America and Product 865: MAE: 13.730649409704839, MSE: 319.9206774054986, MAPE: 34.97% Accuracy for North America and Product 866: MAE: 18.120109278380816, MSE: 447.3434096949617, MAPE: 49.38% Accuracy for North America and Product 867: MAE: 9.265085259503321, MSE: 130.10241328705465, MAPE: 22.48% Accuracy for North America and Product 868: MAE: 9.505888815355437, MSE: 116.46818372156278, MAPE: 29.33% Accuracy for North America and Product 869: MAE: 11.02134334648188, MSE: 130.65222405600213, MAPE: 31.11% Accuracy for North America and Product 870: MAE: 12.795341925963612, MSE: 234.31053988886666, MAPE: 34.51% Accuracy for North America and Product 871: MAE: 13.354347618198096, MSE: 249.20212619896537, MAPE: 35.59% Accuracy for North America and Product 872: MAE: 13.024695937151927, MSE: 211.7009898857291, MAPE: 52.58% Accuracy for North America and Product 873: MAE: 17.374181784353397, MSE: 398.1030882214667, MAPE: 34.92% Accuracy for North America and Product 874: MAE: 5.223989401335578, MSE: 50.29488874989146, MAPE: 18.98% Accuracy for North America and Product 875: MAE: 8.329708812843117, MSE: 106.0283613011708, MAPE: 36.96% Accuracy for North America and Product 876: MAE: 15.673035468516407, MSE: 325.1053649466653, MAPE: 48.60% Accuracy for North America and Product 877: MAE: 9.189274390798358, MSE: 160.9183076179342, MAPE: 27.32% Accuracy for North America and Product 878: MAE: 11.92097160896792, MSE: 169.13169901081028, MAPE: 33.71% Accuracy for North America and Product 879: MAE: 8.632616870282302, MSE: 125.64016484502595, MAPE: 28.49% Accuracy for North America and Product 880: MAE: 10.65926705919134, MSE: 136.47956978970197, MAPE: 41.47% Accuracy for North America and Product 881: MAE: 13.191473887764493, MSE: 198.65062808381253, MAPE: 24.13% Accuracy for North America and Product 882: MAE: 8.089747725856071, MSE: 96.98777701856197, MAPE: 24.49% Accuracy for North America and Product 883: MAE: 23.454114666976274, MSE: 783.6897441537972, MAPE: 45.38% Accuracy for North America and Product 884: MAE: 8.465337632293911, MSE: 154.7968611524721, MAPE: 18.49% Accuracy for North America and Product 885: MAE: 17.507695159324594, MSE: 408.343536754866, MAPE: 38.93% Accuracy for North America and Product 886: MAE: 19.624386106610455, MSE: 565.8123245237354, MAPE: 49.91% Accuracy for North America and Product 887: MAE: 14.040351463556906, MSE: 249.2723391336764, MAPE: 27.96% Accuracy for North America and Product 888: MAE: 17.300888332013244, MSE: 331.29847087595215, MAPE: 66.33% Accuracy for North America and Product 889: MAE: 15.992980052696918, MSE: 270.60517532350417, MAPE: 58.31% Accuracy for North America and Product 890: MAE: 16.154088281491433, MSE: 367.5213319555949, MAPE: 82.51% Accuracy for North America and Product 891: MAE: 9.715356934144914, MSE: 133.01492746758828, MAPE: 25.69% Accuracy for North America and Product 892: MAE: 13.273024301575845, MSE: 249.91291211335474, MAPE: 29.43% Accuracy for North America and Product 893: MAE: 11.448947168993334, MSE: 224.78467583483024, MAPE: 23.33% Accuracy for North America and Product 894: MAE: 3.7029311027599947, MSE: 17.024557281554756, MAPE: 13.71% Accuracy for North America and Product 895: MAE: 14.853078905014144, MSE: 274.0202511032874, MAPE: 101.08% Accuracy for North America and Product 896: MAE: 14.777045877224305, MSE: 248.31286152443795, MAPE: 45.57% Accuracy for North America and Product 897: MAE: 11.30231762917584, MSE: 191.51589794417896, MAPE: 21.27% Accuracy for North America and Product 898: MAE: 20.65708490389088, MSE: 580.5855065766679, MAPE: 66.43% Accuracy for North America and Product 899: MAE: 8.546118610489401, MSE: 148.32963899053627, MAPE: 39.11% Accuracy for North America and Product 900: MAE: 5.039863422581541, MSE: 29.262845946430645, MAPE: 16.67% Accuracy for North America and Product 901: MAE: 16.678509504341974, MSE: 503.43796698476183, MAPE: 121.34% Accuracy for North America and Product 902: MAE: 11.459134033287011, MSE: 258.8005603218664, MAPE: 58.80% Accuracy for North America and Product 903: MAE: 11.24695873023003, MSE: 134.74942077498017, MAPE: 22.36% Accuracy for North America and Product 904: MAE: 19.639400630859523, MSE: 595.1506733661072, MAPE: 99.51% Accuracy for North America and Product 905: MAE: 15.708801912250738, MSE: 314.63897011857705, MAPE: 35.73% Accuracy for North America and Product 906: MAE: 7.992467248754743, MSE: 115.13718768367596, MAPE: 18.26% Accuracy for North America and Product 907: MAE: 16.61722493509155, MSE: 347.6641233831417, MAPE: 39.16% Accuracy for North America and Product 908: MAE: 17.781552673253707, MSE: 426.64019886654404, MAPE: 53.20% Accuracy for North America and Product 909: MAE: 26.14268558797096, MSE: 1008.2712877569662, MAPE: 83.89% Accuracy for North America and Product 910: MAE: 12.09191402686009, MSE: 164.4425531996493, MAPE: 52.82% Accuracy for North America and Product 911: MAE: 19.117047105446044, MSE: 480.4254682971388, MAPE: 57.59% Accuracy for North America and Product 912: MAE: 21.79848850641215, MSE: 561.2134965414353, MAPE: 59.13% Accuracy for North America and Product 913: MAE: 16.09301152767653, MSE: 396.63435452836876, MAPE: 41.84% Accuracy for North America and Product 914: MAE: 17.962764595214743, MSE: 400.98637695439896, MAPE: 55.46% Accuracy for North America and Product 915: MAE: 6.684448434033426, MSE: 59.779445532346, MAPE: 18.26% Accuracy for North America and Product 916: MAE: 12.23295938634919, MSE: 190.78527532101467, MAPE: 31.15% Accuracy for North America and Product 917: MAE: 20.31888831312705, MSE: 853.8955634659385, MAPE: 36.17% Accuracy for North America and Product 918: MAE: 7.801161797493118, MSE: 68.61477798120849, MAPE: 17.43% Accuracy for North America and Product 919: MAE: 23.631742923707, MSE: 1015.0954593502842, MAPE: 42.74% Accuracy for North America and Product 920: MAE: 11.68029986006054, MSE: 193.96825326762638, MAPE: 32.02% Accuracy for North America and Product 921: MAE: 20.159464924632186, MSE: 552.1447784170565, MAPE: 59.65% Accuracy for North America and Product 922: MAE: 13.547181879434817, MSE: 281.06074916396153, MAPE: 25.90% Accuracy for North America and Product 923: MAE: 9.465331292097003, MSE: 198.58251226064024, MAPE: 22.14% Accuracy for North America and Product 924: MAE: 12.894058777007753, MSE: 183.0603111455179, MAPE: 46.89% Accuracy for North America and Product 925: MAE: 11.271582237845625, MSE: 159.71852743222894, MAPE: 34.30% Accuracy for North America and Product 926: MAE: 12.4102763459133, MSE: 196.2615508265814, MAPE: 33.24% Accuracy for North America and Product 927: MAE: 19.418583780908865, MSE: 608.2006357735502, MAPE: 56.95% Accuracy for North America and Product 928: MAE: 10.233337526366006, MSE: 190.40334566272645, MAPE: 22.24% Accuracy for North America and Product 929: MAE: 21.862120624132597, MSE: 533.0631988340072, MAPE: 60.97% Accuracy for North America and Product 930: MAE: 9.431508252088443, MSE: 140.88715664838742, MAPE: 24.51% Accuracy for North America and Product 931: MAE: 22.35981334377013, MSE: 673.0003763615651, MAPE: 94.89% Accuracy for North America and Product 932: MAE: 14.792878642244393, MSE: 284.084110100311, MAPE: 66.30% Accuracy for North America and Product 933: MAE: 12.092070937684017, MSE: 281.66076038328634, MAPE: 424.92% Accuracy for North America and Product 934: MAE: 12.638953011116964, MSE: 176.35279895446962, MAPE: 33.88% Accuracy for North America and Product 935: MAE: 7.900946999928353, MSE: 83.71039744824039, MAPE: 28.08% Accuracy for North America and Product 936: MAE: 7.83683525988271, MSE: 110.0099017481704, MAPE: 21.69% Accuracy for North America and Product 937: MAE: 18.029490991984023, MSE: 465.01570590991986, MAPE: 61.88% Accuracy for North America and Product 938: MAE: 13.459402835389875, MSE: 203.1677675715163, MAPE: 60.22% Accuracy for North America and Product 939: MAE: 9.240785020014878, MSE: 125.68817136908486, MAPE: 21.22% Accuracy for North America and Product 940: MAE: 8.578397024910887, MSE: 107.23614504500003, MAPE: 19.88% Accuracy for North America and Product 941: MAE: 14.487172141060876, MSE: 270.7604110039215, MAPE: 51.39% Accuracy for North America and Product 942: MAE: 14.230075102136448, MSE: 415.0915382331218, MAPE: 24.30% Accuracy for North America and Product 943: MAE: 8.05363617251874, MSE: 98.90391597495886, MAPE: 36.36% Accuracy for North America and Product 944: MAE: 23.476503930506937, MSE: 655.5026274073966, MAPE: 65.39% Accuracy for North America and Product 945: MAE: 14.121221052082749, MSE: 284.5537828163282, MAPE: 30.42% Accuracy for North America and Product 946: MAE: 12.283862688557488, MSE: 204.05079575095746, MAPE: 46.80% Accuracy for North America and Product 947: MAE: 17.263240186365774, MSE: 349.6001422529707, MAPE: 73.48% Accuracy for North America and Product 948: MAE: 10.700973695359847, MSE: 139.85438307523034, MAPE: 27.13% Accuracy for North America and Product 949: MAE: 12.768077195289095, MSE: 229.0815900421088, MAPE: 85.48% Accuracy for North America and Product 950: MAE: 16.591326303504076, MSE: 355.87964543501505, MAPE: 53.51% Accuracy for North America and Product 951: MAE: 12.214096079644566, MSE: 213.4197101724742, MAPE: 35.51% Accuracy for North America and Product 952: MAE: 9.73395628210056, MSE: 156.64532316869494, MAPE: 23.45% Accuracy for North America and Product 953: MAE: 8.44680271769045, MSE: 117.55162131729648, MAPE: 20.87% Accuracy for North America and Product 954: MAE: 9.559895274258682, MSE: 161.08237915195704, MAPE: 22.93% Accuracy for North America and Product 955: MAE: 13.290626942079166, MSE: 258.2497150995009, MAPE: 27.68% Accuracy for North America and Product 956: MAE: 8.325503802969843, MSE: 129.96303452757797, MAPE: 21.05% Accuracy for North America and Product 957: MAE: 8.088303058322442, MSE: 116.96103509868287, MAPE: 34.36% Accuracy for North America and Product 958: MAE: 14.938330784109024, MSE: 326.1606403288894, MAPE: 47.46% Accuracy for North America and Product 959: MAE: 7.298109127475023, MSE: 68.60578963806077, MAPE: 25.68% Accuracy for North America and Product 960: MAE: 16.612966317307848, MSE: 336.0556729314539, MAPE: 67.27% Accuracy for North America and Product 961: MAE: 12.307946081262836, MSE: 181.4453814272006, MAPE: 47.81% Accuracy for North America and Product 962: MAE: 11.554422074134646, MSE: 205.76205913778813, MAPE: 38.53% Accuracy for North America and Product 963: MAE: 10.296910215048786, MSE: 171.76738734342683, MAPE: 45.15% Accuracy for North America and Product 964: MAE: 14.227314676475947, MSE: 341.40436004730856, MAPE: 39.01% Accuracy for North America and Product 965: MAE: 15.07676936658848, MSE: 381.0824373550164, MAPE: 38.99% Accuracy for North America and Product 966: MAE: 27.22437410212105, MSE: 1149.5383367224624, MAPE: 88.35% Accuracy for North America and Product 967: MAE: 12.016640984594174, MSE: 196.15602642802241, MAPE: 27.66% Accuracy for North America and Product 968: MAE: 16.180090917096713, MSE: 348.87719465002823, MAPE: 68.00% Accuracy for North America and Product 969: MAE: 11.579703998080541, MSE: 207.8518020547478, MAPE: 40.36% Accuracy for North America and Product 970: MAE: 14.761715169436565, MSE: 279.12240344765553, MAPE: 71.69% Accuracy for North America and Product 971: MAE: 14.0943727501819, MSE: 227.37488131127708, MAPE: 41.60% Accuracy for North America and Product 972: MAE: 7.749948746377936, MSE: 88.02593249891393, MAPE: 26.12% Accuracy for North America and Product 973: MAE: 10.703508317861136, MSE: 153.63397540275037, MAPE: 32.15% Accuracy for North America and Product 974: MAE: 16.26884759918922, MSE: 418.14200193629495, MAPE: 42.21% Accuracy for North America and Product 975: MAE: 14.117174908915924, MSE: 240.47616537748257, MAPE: 44.58% Accuracy for North America and Product 976: MAE: 10.752748996484733, MSE: 166.88840815544683, MAPE: 29.52% Accuracy for North America and Product 977: MAE: 12.74122753932424, MSE: 206.43567908930277, MAPE: 29.96% Accuracy for North America and Product 978: MAE: 11.218993431198587, MSE: 182.12154390915597, MAPE: 50.51% Accuracy for North America and Product 979: MAE: 12.585335369035844, MSE: 296.2417313607226, MAPE: 27.80% Accuracy for North America and Product 980: MAE: 15.552113795743589, MSE: 259.6680127397165, MAPE: 58.82% Accuracy for North America and Product 981: MAE: 5.834250403091554, MSE: 36.697597047819634, MAPE: 16.98% Accuracy for North America and Product 982: MAE: 16.207015733656288, MSE: 456.33644457322544, MAPE: 44.61% Accuracy for North America and Product 983: MAE: 23.736650376291937, MSE: 908.3142234596211, MAPE: 155.75% Accuracy for North America and Product 984: MAE: 6.3624319931042, MSE: 64.16679494119956, MAPE: 18.22% Accuracy for North America and Product 985: MAE: 5.402596749037331, MSE: 40.61565647898148, MAPE: 12.39% Accuracy for North America and Product 986: MAE: 12.938525438265504, MSE: 194.16779405490342, MAPE: 54.23% Accuracy for North America and Product 987: MAE: 9.822018141899827, MSE: 162.00168927113776, MAPE: 24.72% Accuracy for North America and Product 988: MAE: 5.4846935702583846, MSE: 38.77495958655951, MAPE: 11.30% Accuracy for North America and Product 989: MAE: 13.866302260335369, MSE: 257.4690771931672, MAPE: 53.90% Accuracy for North America and Product 990: MAE: 11.196484272357347, MSE: 183.9883573184346, MAPE: 43.94% Accuracy for North America and Product 991: MAE: 9.13172442011933, MSE: 139.37355465988787, MAPE: 26.60% Accuracy for North America and Product 992: MAE: 9.356337497836172, MSE: 123.39266578406173, MAPE: 44.91% Accuracy for North America and Product 993: MAE: 21.27872549984766, MSE: 654.4064425623247, MAPE: 48.26% Accuracy for North America and Product 994: MAE: 9.92790269895018, MSE: 104.80572562021605, MAPE: 21.75% Accuracy for North America and Product 995: MAE: 5.35065846670595, MSE: 42.739705621051804, MAPE: 15.87% Accuracy for North America and Product 996: MAE: 11.520644202801256, MSE: 179.09546875182227, MAPE: 46.39% Accuracy for North America and Product 997: MAE: 8.240458275472022, MSE: 131.92574658236663, MAPE: 20.73% Accuracy for North America and Product 998: MAE: 15.055447024350343, MSE: 285.3368709932438, MAPE: 49.54% Accuracy for North America and Product 999: MAE: 5.0870988865708044, MSE: 45.41580027689612, MAPE: 13.20% Accuracy for South America and Product 100: MAE: 8.00618539750216, MSE: 90.33352716471379, MAPE: 22.95% Accuracy for South America and Product 101: MAE: 19.984182271872687, MSE: 661.785429126471, MAPE: 182.63% Accuracy for South America and Product 102: MAE: 20.00939721339474, MSE: 492.0274661170758, MAPE: 47.09% Accuracy for South America and Product 103: MAE: 7.343350974152744, MSE: 75.0527884060851, MAPE: 21.77% Accuracy for South America and Product 104: MAE: 15.035208481261908, MSE: 379.5179578445375, MAPE: 34.99% Accuracy for South America and Product 105: MAE: 16.82179111836221, MSE: 324.09144143506103, MAPE: 59.49% Accuracy for South America and Product 106: MAE: 11.108054304477884, MSE: 152.9577858391188, MAPE: 37.95% Accuracy for South America and Product 107: MAE: 6.526753840993176, MSE: 69.80151751035487, MAPE: 18.58% Accuracy for South America and Product 108: MAE: 20.794589842501534, MSE: 632.4455341771452, MAPE: 44.82% Accuracy for South America and Product 109: MAE: 19.26616788300254, MSE: 424.39514628686504, MAPE: 81.35% Accuracy for South America and Product 110: MAE: 12.861200987435913, MSE: 225.25184773389338, MAPE: 52.41% Accuracy for South America and Product 111: MAE: 19.72885477857923, MSE: 668.7457862935306, MAPE: 37.57% Accuracy for South America and Product 112: MAE: 16.6657490120105, MSE: 380.14057560008973, MAPE: 134.68% Accuracy for South America and Product 113: MAE: 17.954078421712815, MSE: 339.5773443938116, MAPE: 87.07% Accuracy for South America and Product 114: MAE: 18.309234426488196, MSE: 433.8525283989005, MAPE: 65.39% Accuracy for South America and Product 115: MAE: 7.813523599854553, MSE: 133.322117552913, MAPE: 27.25% Accuracy for South America and Product 116: MAE: 8.90208128437894, MSE: 94.46893823750796, MAPE: 24.75% Accuracy for South America and Product 117: MAE: 8.695851030778025, MSE: 163.1458660227501, MAPE: 25.19% Accuracy for South America and Product 118: MAE: 16.416277561001316, MSE: 466.833851741116, MAPE: 64.17% Accuracy for South America and Product 119: MAE: 8.246253894142665, MSE: 93.7831311670266, MAPE: 24.81% Accuracy for South America and Product 120: MAE: 19.224891481766512, MSE: 555.597629656181, MAPE: 88.90% Accuracy for South America and Product 121: MAE: 10.4516662622644, MSE: 133.24607380210162, MAPE: 28.72% Accuracy for South America and Product 122: MAE: 12.84727196628005, MSE: 184.34936175879005, MAPE: 39.68% Accuracy for South America and Product 123: MAE: 6.347326009385496, MSE: 72.04004417558228, MAPE: 19.74% Accuracy for South America and Product 124: MAE: 8.583351264894677, MSE: 78.78995280999776, MAPE: 21.51% Accuracy for South America and Product 125: MAE: 16.16627780409545, MSE: 321.28581103365497, MAPE: 63.81% Accuracy for South America and Product 126: MAE: 8.637274030517476, MSE: 130.17185325272894, MAPE: 17.48% Accuracy for South America and Product 127: MAE: 8.951444162932935, MSE: 110.52174270179592, MAPE: 24.49% Accuracy for South America and Product 128: MAE: 10.90828160646527, MSE: 165.59131274447356, MAPE: 30.93% Accuracy for South America and Product 129: MAE: 17.777114755726387, MSE: 489.3704788931403, MAPE: 43.53% Accuracy for South America and Product 130: MAE: 21.508882965413594, MSE: 502.7265599703595, MAPE: 78.19% Accuracy for South America and Product 131: MAE: 6.921249942039388, MSE: 97.27511540558571, MAPE: 22.50% Accuracy for South America and Product 132: MAE: 8.009903770477587, MSE: 133.91898648642092, MAPE: 15.61% Accuracy for South America and Product 133: MAE: 13.667411244559379, MSE: 263.8114330093473, MAPE: 30.56% Accuracy for South America and Product 134: MAE: 11.959781251486167, MSE: 220.59071705619812, MAPE: 30.92% Accuracy for South America and Product 135: MAE: 12.683233286584265, MSE: 202.00923046466397, MAPE: 40.43% Accuracy for South America and Product 136: MAE: 5.6538727592159645, MSE: 45.90742780413275, MAPE: 15.86% Accuracy for South America and Product 137: MAE: 8.980574477585943, MSE: 105.79053083477045, MAPE: 27.14% Accuracy for South America and Product 138: MAE: 9.527617072429502, MSE: 159.52143055191286, MAPE: 34.43% Accuracy for South America and Product 139: MAE: 9.478905707318052, MSE: 126.0249267186982, MAPE: 29.21% Accuracy for South America and Product 140: MAE: 7.266402396480169, MSE: 103.7491814862478, MAPE: 29.93% Accuracy for South America and Product 141: MAE: 12.421200173807634, MSE: 199.3351717127871, MAPE: 29.12% Accuracy for South America and Product 142: MAE: 12.228879046897333, MSE: 204.25974656522848, MAPE: 22.55% Accuracy for South America and Product 143: MAE: 18.52211302200387, MSE: 401.27038342341683, MAPE: 42.56% Accuracy for South America and Product 144: MAE: 5.206159950637061, MSE: 50.37440598014562, MAPE: 13.95% Accuracy for South America and Product 145: MAE: 16.827697703567445, MSE: 404.23030595212464, MAPE: 36.90% Accuracy for South America and Product 146: MAE: 14.39581515135248, MSE: 303.1769355316391, MAPE: 86.90% Accuracy for South America and Product 147: MAE: 17.67384353006711, MSE: 362.62203332713904, MAPE: 64.74% Accuracy for South America and Product 148: MAE: 13.033142460204147, MSE: 211.66252437840927, MAPE: 30.66% Accuracy for South America and Product 149: MAE: 18.90462913542555, MSE: 465.9302280644382, MAPE: 50.86% Accuracy for South America and Product 150: MAE: 7.950153499272046, MSE: 65.77731753612834, MAPE: 30.07% Accuracy for South America and Product 151: MAE: 16.188726380457144, MSE: 297.25284883630667, MAPE: 46.44% Accuracy for South America and Product 152: MAE: 8.823111970143845, MSE: 131.0506659993895, MAPE: 25.32% Accuracy for South America and Product 153: MAE: 18.353679959466437, MSE: 404.2480976035532, MAPE: 71.73% Accuracy for South America and Product 154: MAE: 9.83075161346432, MSE: 111.26478551360535, MAPE: 30.58% Accuracy for South America and Product 155: MAE: 10.543158429672557, MSE: 163.48233113541747, MAPE: 22.33% Accuracy for South America and Product 156: MAE: 13.809029722461446, MSE: 249.74525577787728, MAPE: 47.49% Accuracy for South America and Product 157: MAE: 15.005886176259313, MSE: 280.3964560835218, MAPE: 50.76% Accuracy for South America and Product 158: MAE: 8.71468777487993, MSE: 114.88573128468117, MAPE: 22.89% Accuracy for South America and Product 159: MAE: 13.17722525335761, MSE: 374.6206412684418, MAPE: 65.60% Accuracy for South America and Product 160: MAE: 7.619148065485225, MSE: 97.0686465972731, MAPE: 29.36% Accuracy for South America and Product 161: MAE: 13.34045739975075, MSE: 315.99080811330384, MAPE: 46.96% Accuracy for South America and Product 162: MAE: 8.992712208388362, MSE: 114.89210207248868, MAPE: 30.28% Accuracy for South America and Product 163: MAE: 12.168723655142765, MSE: 309.905814533766, MAPE: 26.46% Accuracy for South America and Product 164: MAE: 9.123385627491821, MSE: 126.94244639545488, MAPE: 25.08% Accuracy for South America and Product 165: MAE: 4.410652271964897, MSE: 35.61424551447606, MAPE: 15.88% Accuracy for South America and Product 166: MAE: 7.303383140086929, MSE: 80.59835428611447, MAPE: 21.92% Accuracy for South America and Product 167: MAE: 16.929537193217676, MSE: 414.9564533773229, MAPE: 65.08% Accuracy for South America and Product 168: MAE: 21.92568572066893, MSE: 497.98621623533654, MAPE: 84.22% Accuracy for South America and Product 169: MAE: 12.061125970747845, MSE: 238.107609236205, MAPE: 57.18% Accuracy for South America and Product 170: MAE: 17.458025208163605, MSE: 447.1669869160285, MAPE: 50.61% Accuracy for South America and Product 171: MAE: 7.253996004346132, MSE: 86.04725302248072, MAPE: 23.28% Accuracy for South America and Product 172: MAE: 12.584846462491416, MSE: 275.7073789445708, MAPE: 27.34% Accuracy for South America and Product 173: MAE: 11.164874600032585, MSE: 159.50963447963568, MAPE: 28.31% Accuracy for South America and Product 174: MAE: 4.6747685907529215, MSE: 47.297150901730674, MAPE: 19.26% Accuracy for South America and Product 175: MAE: 11.563130134420824, MSE: 195.64526444034342, MAPE: 28.22% Accuracy for South America and Product 176: MAE: 11.437214671353573, MSE: 177.76033229474996, MAPE: 28.51% Accuracy for South America and Product 177: MAE: 13.949785631126087, MSE: 320.80027365988917, MAPE: 249.77% Accuracy for South America and Product 178: MAE: 11.51823890050989, MSE: 254.97996816814685, MAPE: 28.66% Accuracy for South America and Product 179: MAE: 13.619259437398522, MSE: 295.6291194389173, MAPE: 51.29% Accuracy for South America and Product 180: MAE: 7.574883995253233, MSE: 102.21768481333227, MAPE: 32.44% Accuracy for South America and Product 181: MAE: 12.904884078496616, MSE: 242.30905270601275, MAPE: 28.50% Accuracy for South America and Product 182: MAE: 6.504326586632051, MSE: 68.3733404426141, MAPE: 15.00% Accuracy for South America and Product 183: MAE: 6.7993290380383105, MSE: 111.4412383606963, MAPE: 24.51% Accuracy for South America and Product 184: MAE: 12.16226817952325, MSE: 249.91513391473214, MAPE: 52.76% Accuracy for South America and Product 185: MAE: 12.318346374789487, MSE: 208.77391889419664, MAPE: 27.07% Accuracy for South America and Product 186: MAE: 10.531010510585226, MSE: 233.62131265763554, MAPE: 21.33% Accuracy for South America and Product 187: MAE: 16.13976694911052, MSE: 340.1368142066854, MAPE: 40.49% Accuracy for South America and Product 188: MAE: 17.842308694064382, MSE: 386.62101604472326, MAPE: 151.77% Accuracy for South America and Product 189: MAE: 12.589032139518244, MSE: 246.85747725223231, MAPE: 28.30% Accuracy for South America and Product 190: MAE: 15.107918969119885, MSE: 247.68417958853388, MAPE: 41.19% Accuracy for South America and Product 191: MAE: 14.311543228773662, MSE: 277.05239119075765, MAPE: 45.19% Accuracy for South America and Product 192: MAE: 7.374565319614388, MSE: 90.58769217534307, MAPE: 19.88% Accuracy for South America and Product 193: MAE: 7.770878977906645, MSE: 102.92944576879613, MAPE: 20.59% Accuracy for South America and Product 194: MAE: 18.639176585972173, MSE: 472.99473235815776, MAPE: 39.18% Accuracy for South America and Product 195: MAE: 7.1997493890527835, MSE: 55.58825096517863, MAPE: 19.37% Accuracy for South America and Product 196: MAE: 21.25991559967759, MSE: 617.3738623132118, MAPE: 78.30% Accuracy for South America and Product 197: MAE: 7.003169191409908, MSE: 62.911546995739194, MAPE: 14.06% Accuracy for South America and Product 198: MAE: 12.750701219435372, MSE: 248.45660409342236, MAPE: 40.88% Accuracy for South America and Product 199: MAE: 25.224414340063344, MSE: 673.3733533614059, MAPE: 102.17% Accuracy for South America and Product 200: MAE: 10.904481855767743, MSE: 174.30778755000262, MAPE: 55.27% Accuracy for South America and Product 201: MAE: 12.4246527417376, MSE: 204.73422166913605, MAPE: 24.52% Accuracy for South America and Product 202: MAE: 17.710598783613175, MSE: 429.5781949833273, MAPE: 79.95% Accuracy for South America and Product 203: MAE: 9.854421784117012, MSE: 139.79042936750497, MAPE: 44.62% Accuracy for South America and Product 204: MAE: 11.406673947505407, MSE: 187.9908203420269, MAPE: 31.89% Accuracy for South America and Product 205: MAE: 22.111837953242176, MSE: 564.0191275609255, MAPE: 58.37% Accuracy for South America and Product 206: MAE: 10.241773889964465, MSE: 178.0314192643238, MAPE: 30.03% Accuracy for South America and Product 207: MAE: 11.087082160444172, MSE: 157.60043024684413, MAPE: 29.45% Accuracy for South America and Product 208: MAE: 8.778072213467828, MSE: 109.34328163906567, MAPE: 17.53% Accuracy for South America and Product 209: MAE: 5.124412020315612, MSE: 41.31712980536102, MAPE: 22.34% Accuracy for South America and Product 210: MAE: 10.533395564488142, MSE: 140.54718126914872, MAPE: 29.58% Accuracy for South America and Product 211: MAE: 9.214572687875714, MSE: 145.1019099694838, MAPE: 17.22% Accuracy for South America and Product 212: MAE: 9.184578897591143, MSE: 110.57454196402634, MAPE: 23.66% Accuracy for South America and Product 213: MAE: 15.192854522151231, MSE: 242.3033126972323, MAPE: 57.39% Accuracy for South America and Product 214: MAE: 15.456585053786217, MSE: 372.7982583647405, MAPE: 35.79% Accuracy for South America and Product 215: MAE: 24.49144988656446, MSE: 626.5669552727284, MAPE: 94.83% Accuracy for South America and Product 216: MAE: 21.044739295027963, MSE: 762.3275053323895, MAPE: 52.81% Accuracy for South America and Product 217: MAE: 5.449785151839208, MSE: 33.0633345000117, MAPE: 13.89% Accuracy for South America and Product 218: MAE: 17.55227835667637, MSE: 422.0434570532053, MAPE: 109.62% Accuracy for South America and Product 219: MAE: 9.387078153201884, MSE: 122.04520706200188, MAPE: 27.89% Accuracy for South America and Product 220: MAE: 12.820852559493186, MSE: 212.793935864094, MAPE: 41.97% Accuracy for South America and Product 221: MAE: 21.340973234449034, MSE: 585.1567410083749, MAPE: 68.07% Accuracy for South America and Product 222: MAE: 19.614293272100014, MSE: 593.622593757397, MAPE: 66.21% Accuracy for South America and Product 223: MAE: 10.33323905428673, MSE: 153.92000327359327, MAPE: 59.56% Accuracy for South America and Product 224: MAE: 6.842160364150141, MSE: 137.83155844100202, MAPE: 23.25% Accuracy for South America and Product 225: MAE: 10.217944639127241, MSE: 139.49492796613558, MAPE: 36.32% Accuracy for South America and Product 226: MAE: 4.328579955402486, MSE: 24.62127411225609, MAPE: 12.73% Accuracy for South America and Product 227: MAE: 26.34956534525592, MSE: 801.4433379099465, MAPE: 117.46% Accuracy for South America and Product 228: MAE: 13.533917698106752, MSE: 240.64989558637308, MAPE: 38.93% Accuracy for South America and Product 229: MAE: 16.912322901954074, MSE: 359.6810096763112, MAPE: 77.84% Accuracy for South America and Product 230: MAE: 18.686340783869404, MSE: 472.525132203109, MAPE: 54.39% Accuracy for South America and Product 231: MAE: 20.96459732486909, MSE: 555.1422951125827, MAPE: 90.70% Accuracy for South America and Product 232: MAE: 9.698505914006777, MSE: 120.45542918555887, MAPE: 31.91% Accuracy for South America and Product 233: MAE: 9.351369266270156, MSE: 135.417589623072, MAPE: 31.20% Accuracy for South America and Product 234: MAE: 12.38137570248396, MSE: 197.3101648160536, MAPE: 38.12% Accuracy for South America and Product 235: MAE: 10.924684117359153, MSE: 159.91584387029684, MAPE: 39.32% Accuracy for South America and Product 236: MAE: 27.10435036258615, MSE: 825.9260740846667, MAPE: 125.32% Accuracy for South America and Product 237: MAE: 17.498408672499448, MSE: 420.07891128949905, MAPE: 110.46% Accuracy for South America and Product 238: MAE: 13.623123782376842, MSE: 337.9005695947777, MAPE: 23.85% Accuracy for South America and Product 239: MAE: 14.622600753355448, MSE: 303.5745917129723, MAPE: 60.00% Accuracy for South America and Product 240: MAE: 21.33192102033373, MSE: 599.6466887564396, MAPE: 50.54% Accuracy for South America and Product 241: MAE: 11.430806973995086, MSE: 301.5076079700191, MAPE: 30.73% Accuracy for South America and Product 242: MAE: 9.434345686847127, MSE: 136.09351216816626, MAPE: 22.25% Accuracy for South America and Product 243: MAE: 12.53860651616975, MSE: 227.90264826771494, MAPE: 25.09% Accuracy for South America and Product 244: MAE: 8.23860462460872, MSE: 109.53072525231282, MAPE: 16.15% Accuracy for South America and Product 245: MAE: 14.415394823314603, MSE: 259.84052877901894, MAPE: 56.99% Accuracy for South America and Product 246: MAE: 17.808913982491294, MSE: 373.4680038367019, MAPE: 97.52% Accuracy for South America and Product 247: MAE: 14.96290416425083, MSE: 255.736696757627, MAPE: 50.21% Accuracy for South America and Product 248: MAE: 13.713881777601722, MSE: 269.1982265231777, MAPE: 50.55% Accuracy for South America and Product 249: MAE: 10.990375399331779, MSE: 205.36482786747086, MAPE: 49.59% Accuracy for South America and Product 250: MAE: 7.906837515216287, MSE: 76.51017186861591, MAPE: 29.90% Accuracy for South America and Product 251: MAE: 12.754248531853825, MSE: 226.459779771368, MAPE: 31.55% Accuracy for South America and Product 252: MAE: 14.056237796779206, MSE: 302.0953563667584, MAPE: 78.28% Accuracy for South America and Product 253: MAE: 8.502505562618406, MSE: 105.56413107833946, MAPE: 25.34% Accuracy for South America and Product 254: MAE: 20.583557586012056, MSE: 582.1616430296657, MAPE: 51.71% Accuracy for South America and Product 255: MAE: 8.49203410282514, MSE: 93.58395906725093, MAPE: 27.73% Accuracy for South America and Product 256: MAE: 18.688126044271197, MSE: 379.431950346777, MAPE: 100.94% Accuracy for South America and Product 257: MAE: 15.399757512059642, MSE: 318.2316899696942, MAPE: 37.75% Accuracy for South America and Product 258: MAE: 21.587967540579946, MSE: 842.713548657802, MAPE: 50.33% Accuracy for South America and Product 259: MAE: 14.613900304118584, MSE: 350.6196752552399, MAPE: 51.42% Accuracy for South America and Product 260: MAE: 11.6761555948801, MSE: 162.56037724469167, MAPE: 48.58% Accuracy for South America and Product 261: MAE: 14.824061813077531, MSE: 345.415676755912, MAPE: 58.29% Accuracy for South America and Product 262: MAE: 17.81306277489184, MSE: 446.73746296007596, MAPE: 54.40% Accuracy for South America and Product 263: MAE: 11.799534216103021, MSE: 149.52765104312527, MAPE: 45.93% Accuracy for South America and Product 264: MAE: 10.175354711201308, MSE: 140.02841764686312, MAPE: 29.71% Accuracy for South America and Product 265: MAE: 9.443080860816425, MSE: 114.5851920626551, MAPE: 20.87% Accuracy for South America and Product 266: MAE: 12.04421450618039, MSE: 169.11899695181074, MAPE: 31.13% Accuracy for South America and Product 267: MAE: 13.658518495032165, MSE: 217.26212469657315, MAPE: 43.35% Accuracy for South America and Product 268: MAE: 12.10543070344104, MSE: 240.2400275620859, MAPE: 60.98% Accuracy for South America and Product 269: MAE: 8.813991916879273, MSE: 121.09534044363586, MAPE: 27.65% Accuracy for South America and Product 270: MAE: 8.531198682350714, MSE: 149.09117668656796, MAPE: 37.07% Accuracy for South America and Product 271: MAE: 11.665802829754757, MSE: 172.87959953631858, MAPE: 46.45% Accuracy for South America and Product 272: MAE: 14.42879609836856, MSE: 251.47806857297806, MAPE: 35.31% Accuracy for South America and Product 273: MAE: 20.811942160488496, MSE: 577.1226293752221, MAPE: 65.44% Accuracy for South America and Product 274: MAE: 9.762112323323331, MSE: 127.08353953849385, MAPE: 22.64% Accuracy for South America and Product 275: MAE: 9.587171853650961, MSE: 186.6598897790206, MAPE: 27.02% Accuracy for South America and Product 276: MAE: 16.970584227461124, MSE: 501.1418354657163, MAPE: 31.42% Accuracy for South America and Product 277: MAE: 7.73476091768612, MSE: 74.66861918583919, MAPE: 24.68% Accuracy for South America and Product 278: MAE: 18.95234553769833, MSE: 536.8599940984261, MAPE: 75.22% Accuracy for South America and Product 279: MAE: 13.390474682415558, MSE: 219.06835930142793, MAPE: 31.79% Accuracy for South America and Product 280: MAE: 15.35897714467501, MSE: 349.1395070097408, MAPE: 65.41% Accuracy for South America and Product 281: MAE: 6.991309541202519, MSE: 72.7213614571954, MAPE: 29.77% Accuracy for South America and Product 282: MAE: 10.886413490773268, MSE: 160.33179625748264, MAPE: 23.34% Accuracy for South America and Product 283: MAE: 7.140905075613299, MSE: 67.76401048068274, MAPE: 21.94% Accuracy for South America and Product 284: MAE: 17.03221035181017, MSE: 405.0326002879095, MAPE: 53.20% Accuracy for South America and Product 285: MAE: 11.301724715221791, MSE: 146.27993026054193, MAPE: 36.34% Accuracy for South America and Product 286: MAE: 13.72657179256501, MSE: 231.3430161009249, MAPE: 45.83% Accuracy for South America and Product 287: MAE: 7.037185383175938, MSE: 69.21051630888182, MAPE: 17.58% Accuracy for South America and Product 288: MAE: 15.92382860101184, MSE: 341.09908246398766, MAPE: 51.26% Accuracy for South America and Product 289: MAE: 13.887047221069446, MSE: 254.16146343718196, MAPE: 57.53% Accuracy for South America and Product 290: MAE: 11.22883733180841, MSE: 166.77799138901688, MAPE: 32.12% Accuracy for South America and Product 291: MAE: 9.880361794874181, MSE: 146.47240495453923, MAPE: 27.17% Accuracy for South America and Product 292: MAE: 9.710257565480083, MSE: 113.27011690507652, MAPE: 27.16% Accuracy for South America and Product 293: MAE: 13.406312288728255, MSE: 257.5742743706185, MAPE: 36.27% Accuracy for South America and Product 294: MAE: 8.839432210973616, MSE: 80.80031208892372, MAPE: 31.60% Accuracy for South America and Product 295: MAE: 7.8389311671857085, MSE: 90.39938396846401, MAPE: 24.64% Accuracy for South America and Product 296: MAE: 6.877567278517532, MSE: 60.35924636683732, MAPE: 20.95% Accuracy for South America and Product 297: MAE: 17.34495840473544, MSE: 374.51827659028476, MAPE: 66.94% Accuracy for South America and Product 298: MAE: 18.330973270178628, MSE: 449.51598074834055, MAPE: 99.67% Accuracy for South America and Product 299: MAE: 14.930695555836422, MSE: 393.8667285466036, MAPE: 57.99% Accuracy for South America and Product 300: MAE: 13.985665004285291, MSE: 346.9194820818867, MAPE: 32.63% Accuracy for South America and Product 301: MAE: 5.199867535876135, MSE: 33.06001071985034, MAPE: 13.83% Accuracy for South America and Product 302: MAE: 7.761936175146133, MSE: 93.15607449237325, MAPE: 22.52% Accuracy for South America and Product 303: MAE: 13.738921964680248, MSE: 303.9536182078549, MAPE: 36.17% Accuracy for South America and Product 304: MAE: 10.504237072645143, MSE: 151.61173833350327, MAPE: 24.88% Accuracy for South America and Product 305: MAE: 11.928158198561814, MSE: 203.5942778676265, MAPE: 40.87% Accuracy for South America and Product 306: MAE: 16.62807521230548, MSE: 387.00674666481973, MAPE: 48.69% Accuracy for South America and Product 307: MAE: 14.640796531801772, MSE: 375.0046925921316, MAPE: 46.37% Accuracy for South America and Product 308: MAE: 8.751867312798463, MSE: 103.14923974966061, MAPE: 25.00% Accuracy for South America and Product 309: MAE: 9.9867381267335, MSE: 151.9033579021991, MAPE: 23.91% Accuracy for South America and Product 310: MAE: 9.521963458140714, MSE: 119.71080406904903, MAPE: 26.49% Accuracy for South America and Product 311: MAE: 15.275331630823946, MSE: 386.5059031674055, MAPE: 56.08% Accuracy for South America and Product 312: MAE: 19.271784735835368, MSE: 500.8402186601373, MAPE: 36.34% Accuracy for South America and Product 313: MAE: 11.235545862144244, MSE: 181.10895517486813, MAPE: 33.90% Accuracy for South America and Product 314: MAE: 10.113612367212337, MSE: 122.18780982047505, MAPE: 29.98% Accuracy for South America and Product 315: MAE: 22.857143168890342, MSE: 600.7589477874598, MAPE: 69.04% Accuracy for South America and Product 316: MAE: 5.545047277286398, MSE: 43.6858169722665, MAPE: 14.49% Accuracy for South America and Product 317: MAE: 14.797530269578697, MSE: 313.1484279326179, MAPE: 147.77% Accuracy for South America and Product 318: MAE: 16.61980733202714, MSE: 392.91032152919854, MAPE: 62.70% Accuracy for South America and Product 319: MAE: 13.578578865088542, MSE: 274.1769656734382, MAPE: 37.68% Accuracy for South America and Product 320: MAE: 9.92677204628577, MSE: 202.5673079455155, MAPE: 22.10% Accuracy for South America and Product 321: MAE: 15.814657988344342, MSE: 432.0172928000952, MAPE: 48.87% Accuracy for South America and Product 322: MAE: 12.872061146291577, MSE: 199.0854424456011, MAPE: 32.39% Accuracy for South America and Product 323: MAE: 10.523344439011534, MSE: 131.6359293873023, MAPE: 38.14% Accuracy for South America and Product 324: MAE: 9.572527717705924, MSE: 133.4623170408217, MAPE: 21.98% Accuracy for South America and Product 325: MAE: 10.296854643074854, MSE: 162.13626129086333, MAPE: 31.65% Accuracy for South America and Product 326: MAE: 6.494751504757057, MSE: 84.16213352749459, MAPE: 16.08% Accuracy for South America and Product 327: MAE: 9.735149694299121, MSE: 105.75590507880672, MAPE: 30.15% Accuracy for South America and Product 328: MAE: 13.697726143698763, MSE: 261.2522354872932, MAPE: 40.87% Accuracy for South America and Product 329: MAE: 10.596402522547606, MSE: 179.0535994942716, MAPE: 31.08% Accuracy for South America and Product 330: MAE: 11.056287197477936, MSE: 229.61235002650375, MAPE: 49.17% Accuracy for South America and Product 331: MAE: 16.87623929859291, MSE: 426.02389331359564, MAPE: 116.39% Accuracy for South America and Product 332: MAE: 16.52149192779451, MSE: 381.6785871731933, MAPE: 74.79% Accuracy for South America and Product 333: MAE: 16.631552615289593, MSE: 656.0983322679419, MAPE: 52.31% Accuracy for South America and Product 334: MAE: 11.089362951546422, MSE: 211.67038741803267, MAPE: 21.56% Accuracy for South America and Product 335: MAE: 10.745907767975195, MSE: 131.386503338106, MAPE: 26.22% Accuracy for South America and Product 336: MAE: 21.630855972505515, MSE: 804.5258249019748, MAPE: 72.21% Accuracy for South America and Product 337: MAE: 7.530970723954735, MSE: 121.66655981720513, MAPE: 25.42% Accuracy for South America and Product 338: MAE: 9.679940032779417, MSE: 121.34169740979311, MAPE: 41.12% Accuracy for South America and Product 339: MAE: 11.322351342131636, MSE: 148.1776245462803, MAPE: 28.11% Accuracy for South America and Product 340: MAE: 12.136716612827875, MSE: 261.2748016942035, MAPE: 35.54% Accuracy for South America and Product 341: MAE: 8.997596209954548, MSE: 141.3435701522859, MAPE: 29.53% Accuracy for South America and Product 342: MAE: 10.631345669910994, MSE: 225.494767872372, MAPE: 23.70% Accuracy for South America and Product 343: MAE: 11.192791381704684, MSE: 211.04322053279162, MAPE: 26.36% Accuracy for South America and Product 344: MAE: 12.237307189137434, MSE: 239.27315382986262, MAPE: 59.16% Accuracy for South America and Product 345: MAE: 9.838909119674595, MSE: 138.5632931307936, MAPE: 32.69% Accuracy for South America and Product 346: MAE: 20.502748497676375, MSE: 501.9453832594647, MAPE: 94.52% Accuracy for South America and Product 347: MAE: 13.08009922091063, MSE: 187.5103385915876, MAPE: 40.75% Accuracy for South America and Product 348: MAE: 15.02516043054265, MSE: 310.4034366776999, MAPE: 39.96% Accuracy for South America and Product 349: MAE: 11.99344129909722, MSE: 171.77862109520493, MAPE: 39.02% Accuracy for South America and Product 350: MAE: 11.305833476354824, MSE: 151.7261437251854, MAPE: 37.20% Accuracy for South America and Product 351: MAE: 14.854388922723592, MSE: 277.21200454938185, MAPE: 29.59% Accuracy for South America and Product 352: MAE: 15.11604155621669, MSE: 269.7153517903636, MAPE: 74.16% Accuracy for South America and Product 353: MAE: 16.768879570090217, MSE: 343.0778485388745, MAPE: 61.21% Accuracy for South America and Product 354: MAE: 15.152700379608547, MSE: 291.69175407348087, MAPE: 57.05% Accuracy for South America and Product 355: MAE: 10.598939741028163, MSE: 131.95513123618096, MAPE: 31.20% Accuracy for South America and Product 356: MAE: 14.560758346667404, MSE: 269.9443103302456, MAPE: 56.32% Accuracy for South America and Product 357: MAE: 18.166801075691208, MSE: 437.32404062106434, MAPE: 78.11% Accuracy for South America and Product 358: MAE: 7.715455963047646, MSE: 74.8467361419815, MAPE: 20.97% Accuracy for South America and Product 359: MAE: 11.66897693576524, MSE: 180.5944889876709, MAPE: 22.98% Accuracy for South America and Product 360: MAE: 12.702262356313126, MSE: 193.33331588374773, MAPE: 35.35% Accuracy for South America and Product 361: MAE: 16.6713434139644, MSE: 364.18458836692395, MAPE: 67.03% Accuracy for South America and Product 362: MAE: 17.401469606710794, MSE: 461.5749044838361, MAPE: 48.57% Accuracy for South America and Product 363: MAE: 13.437070840327465, MSE: 237.0259828843923, MAPE: 56.17% Accuracy for South America and Product 364: MAE: 15.708074185950949, MSE: 357.4641319221953, MAPE: 51.08% Accuracy for South America and Product 365: MAE: 9.139254686933658, MSE: 139.02015954552573, MAPE: 35.12% Accuracy for South America and Product 366: MAE: 14.068720846982796, MSE: 327.6971976341357, MAPE: 42.89% Accuracy for South America and Product 367: MAE: 17.815976965259694, MSE: 357.8773878697449, MAPE: 42.32% Accuracy for South America and Product 368: MAE: 13.02043588034972, MSE: 247.2686741735576, MAPE: 34.63% Accuracy for South America and Product 369: MAE: 15.282739867274028, MSE: 390.84764479689034, MAPE: 41.67% Accuracy for South America and Product 370: MAE: 8.970878207635106, MSE: 126.95257282672974, MAPE: 75.60% Accuracy for South America and Product 371: MAE: 10.92346839187019, MSE: 158.63143246528693, MAPE: 65.49% Accuracy for South America and Product 372: MAE: 18.37990845433106, MSE: 465.42719352928754, MAPE: 44.80% Accuracy for South America and Product 373: MAE: 11.871042699610358, MSE: 363.52145997030914, MAPE: 27.13% Accuracy for South America and Product 374: MAE: 4.842004493650418, MSE: 30.069154174643796, MAPE: 17.17% Accuracy for South America and Product 375: MAE: 14.935129079450629, MSE: 360.3968150065055, MAPE: 56.63% Accuracy for South America and Product 376: MAE: 15.293697740194805, MSE: 400.3211942042708, MAPE: 54.20% Accuracy for South America and Product 377: MAE: 5.156634273937486, MSE: 57.51186277242192, MAPE: 17.62% Accuracy for South America and Product 378: MAE: 15.058796626599966, MSE: 312.97989581946746, MAPE: 34.23% Accuracy for South America and Product 379: MAE: 14.940271037349286, MSE: 259.3817236492217, MAPE: 79.64% Accuracy for South America and Product 380: MAE: 7.858278165216106, MSE: 117.8468618489298, MAPE: 34.74% Accuracy for South America and Product 381: MAE: 8.839706558354717, MSE: 146.26178853704414, MAPE: 24.08% Accuracy for South America and Product 382: MAE: 22.068513220005272, MSE: 545.6878409065425, MAPE: 67.87% Accuracy for South America and Product 383: MAE: 15.737439667628525, MSE: 386.32563859443064, MAPE: 46.05% Accuracy for South America and Product 384: MAE: 9.959054229744561, MSE: 309.43934224894633, MAPE: 19.98% Accuracy for South America and Product 385: MAE: 17.870523335228906, MSE: 360.04436242779457, MAPE: 67.01% Accuracy for South America and Product 386: MAE: 12.927679176394212, MSE: 206.00560040602318, MAPE: 38.95% Accuracy for South America and Product 387: MAE: 9.293945343655038, MSE: 191.35481813565934, MAPE: 17.41% Accuracy for South America and Product 388: MAE: 15.978752029015402, MSE: 335.72625385669227, MAPE: 42.09% Accuracy for South America and Product 389: MAE: 10.616137480402747, MSE: 166.0395756080214, MAPE: 29.96% Accuracy for South America and Product 390: MAE: 10.896234015515338, MSE: 226.36150963981612, MAPE: 18.83% Accuracy for South America and Product 391: MAE: 8.417337516812193, MSE: 180.04576948399202, MAPE: 27.51% Accuracy for South America and Product 392: MAE: 9.837059906311344, MSE: 168.95776249820443, MAPE: 26.30% Accuracy for South America and Product 393: MAE: 9.94997085737511, MSE: 123.99550723896269, MAPE: 33.82% Accuracy for South America and Product 394: MAE: 11.205116006285689, MSE: 129.09617350895502, MAPE: 25.24% Accuracy for South America and Product 395: MAE: 7.59115215735738, MSE: 78.53212403057792, MAPE: 25.05% Accuracy for South America and Product 396: MAE: 13.149341184368641, MSE: 266.7380467524127, MAPE: 33.04% Accuracy for South America and Product 397: MAE: 9.622322006133903, MSE: 151.41924234617673, MAPE: 24.23% Accuracy for South America and Product 398: MAE: 24.699005101653373, MSE: 876.2491873997087, MAPE: 54.64% Accuracy for South America and Product 399: MAE: 7.732035625366189, MSE: 64.89966646119008, MAPE: 25.47% Accuracy for South America and Product 400: MAE: 14.432602424254332, MSE: 382.05160813670034, MAPE: 38.17% Accuracy for South America and Product 401: MAE: 8.405721729064933, MSE: 77.48820422212174, MAPE: 21.44% Accuracy for South America and Product 402: MAE: 14.435068345313448, MSE: 260.1833985407653, MAPE: 34.81% Accuracy for South America and Product 403: MAE: 19.59458974704729, MSE: 512.941522054976, MAPE: 79.58% Accuracy for South America and Product 404: MAE: 6.862525314574219, MSE: 124.67206050722953, MAPE: 15.06% Accuracy for South America and Product 405: MAE: 9.779795858393308, MSE: 112.25388496328881, MAPE: 55.42% Accuracy for South America and Product 406: MAE: 10.769659559612826, MSE: 192.14326913590423, MAPE: 29.71% Accuracy for South America and Product 407: MAE: 16.625812288993064, MSE: 463.03762857993325, MAPE: 61.60% Accuracy for South America and Product 408: MAE: 6.712546307395146, MSE: 60.27830078342038, MAPE: 19.63% Accuracy for South America and Product 409: MAE: 7.306295917354339, MSE: 71.4004202129198, MAPE: 30.15% Accuracy for South America and Product 410: MAE: 8.347861969641757, MSE: 92.9788787743239, MAPE: 26.04% Accuracy for South America and Product 411: MAE: 19.035965239116837, MSE: 511.5711051043866, MAPE: 57.41% Accuracy for South America and Product 412: MAE: 8.905624170039863, MSE: 112.99374704842401, MAPE: 28.36% Accuracy for South America and Product 413: MAE: 10.374435432477119, MSE: 186.03424336916854, MAPE: 39.92% Accuracy for South America and Product 414: MAE: 15.678179862690456, MSE: 334.91071793279605, MAPE: 47.04% Accuracy for South America and Product 415: MAE: 11.316096873450178, MSE: 179.95743123564452, MAPE: 29.20% Accuracy for South America and Product 416: MAE: 10.538300455584118, MSE: 138.35686884792506, MAPE: 52.09% Accuracy for South America and Product 417: MAE: 6.523683890956741, MSE: 55.35011096844977, MAPE: 20.93% Accuracy for South America and Product 418: MAE: 12.258034584828119, MSE: 245.94380448819226, MAPE: 21.57% Accuracy for South America and Product 419: MAE: 11.435338982815123, MSE: 206.89478350575814, MAPE: 19.97% Accuracy for South America and Product 420: MAE: 10.063368928396056, MSE: 138.9696519251041, MAPE: 20.35% Accuracy for South America and Product 421: MAE: 7.351628081016086, MSE: 117.62140871876113, MAPE: 14.74% Accuracy for South America and Product 422: MAE: 12.41212801745521, MSE: 173.6527526888132, MAPE: 27.08% Accuracy for South America and Product 423: MAE: 8.878113842266506, MSE: 114.21448585917513, MAPE: 20.29% Accuracy for South America and Product 424: MAE: 11.33770917239267, MSE: 257.40556479571956, MAPE: 31.15% Accuracy for South America and Product 425: MAE: 17.441289976515282, MSE: 550.502423016573, MAPE: 31.74% Accuracy for South America and Product 426: MAE: 17.757451821136776, MSE: 345.95310466951366, MAPE: 72.40% Accuracy for South America and Product 427: MAE: 9.01363732197552, MSE: 98.45619797791261, MAPE: 23.63% Accuracy for South America and Product 428: MAE: 9.00026856629137, MSE: 118.06440478636291, MAPE: 26.55% Accuracy for South America and Product 429: MAE: 9.583734058191506, MSE: 108.4013238775237, MAPE: 40.21% Accuracy for South America and Product 430: MAE: 7.105262663430976, MSE: 66.06657649306801, MAPE: 26.05% Accuracy for South America and Product 431: MAE: 18.4207736736727, MSE: 434.6271609948076, MAPE: 70.64% Accuracy for South America and Product 432: MAE: 15.996673588462283, MSE: 276.52951011902826, MAPE: 44.98% Accuracy for South America and Product 433: MAE: 5.802461708049849, MSE: 43.27398795525831, MAPE: 14.17% Accuracy for South America and Product 434: MAE: 15.686037110036576, MSE: 292.9311023062421, MAPE: 74.91% Accuracy for South America and Product 435: MAE: 17.30374874753024, MSE: 333.16905453377643, MAPE: 44.03% Accuracy for South America and Product 436: MAE: 14.558491255231155, MSE: 286.91188629220727, MAPE: 41.48% Accuracy for South America and Product 437: MAE: 11.2576444916403, MSE: 151.53625182990154, MAPE: 27.66% Accuracy for South America and Product 438: MAE: 15.596297345528871, MSE: 403.71236110133924, MAPE: 56.22% Accuracy for South America and Product 439: MAE: 9.547525204601799, MSE: 132.31692315043304, MAPE: 24.88% Accuracy for South America and Product 440: MAE: 7.718800755671748, MSE: 91.2545466506049, MAPE: 24.77% Accuracy for South America and Product 441: MAE: 15.87060434844256, MSE: 334.23830862578035, MAPE: 32.26% Accuracy for South America and Product 442: MAE: 17.81350983360976, MSE: 432.8631777038487, MAPE: 73.26% Accuracy for South America and Product 443: MAE: 14.24552744953302, MSE: 232.29924899571733, MAPE: 70.89% Accuracy for South America and Product 444: MAE: 15.83165409367038, MSE: 320.2713814645837, MAPE: 38.98% Accuracy for South America and Product 445: MAE: 15.435170155561934, MSE: 415.0169415624675, MAPE: 25.87% Accuracy for South America and Product 446: MAE: 11.670139753637267, MSE: 216.2345447132438, MAPE: 31.13% Accuracy for South America and Product 447: MAE: 7.54882754239523, MSE: 98.32281264288751, MAPE: 25.62% Accuracy for South America and Product 448: MAE: 18.50909871006978, MSE: 430.1243913864645, MAPE: 179.98% Accuracy for South America and Product 449: MAE: 17.861108831710972, MSE: 547.6093641253449, MAPE: 31.11% Accuracy for South America and Product 450: MAE: 11.623196207275143, MSE: 139.9052481968965, MAPE: 50.86% Accuracy for South America and Product 451: MAE: 10.704922971183032, MSE: 148.7214341312913, MAPE: 63.22% Accuracy for South America and Product 452: MAE: 14.282472534473522, MSE: 255.54732413851298, MAPE: 50.58% Accuracy for South America and Product 453: MAE: 15.710253330843756, MSE: 310.28961685833855, MAPE: 57.08% Accuracy for South America and Product 454: MAE: 4.591898337731237, MSE: 30.594933470473507, MAPE: 11.67% Accuracy for South America and Product 455: MAE: 9.854842041215669, MSE: 161.24901605469236, MAPE: 24.86% Accuracy for South America and Product 456: MAE: 15.240171203305712, MSE: 309.07522127538783, MAPE: 68.21% Accuracy for South America and Product 457: MAE: 7.985767966869564, MSE: 70.03882896411614, MAPE: 27.46% Accuracy for South America and Product 458: MAE: 14.835692501649158, MSE: 289.54569949310803, MAPE: 65.93% Accuracy for South America and Product 459: MAE: 13.837686081463222, MSE: 428.6263373189769, MAPE: 29.71% Accuracy for South America and Product 460: MAE: 10.283229090857718, MSE: 127.01246406091018, MAPE: 39.01% Accuracy for South America and Product 461: MAE: 18.68074331138081, MSE: 428.19243405461276, MAPE: 41.89% Accuracy for South America and Product 462: MAE: 11.257455783860088, MSE: 172.61821332463305, MAPE: 32.03% Accuracy for South America and Product 463: MAE: 19.962117672016326, MSE: 497.8315296035735, MAPE: 54.42% Accuracy for South America and Product 464: MAE: 9.431484018469313, MSE: 145.07779378794714, MAPE: 35.18% Accuracy for South America and Product 465: MAE: 11.38062929018267, MSE: 197.51033583265192, MAPE: 40.77% Accuracy for South America and Product 466: MAE: 12.858678166728675, MSE: 228.0341073108756, MAPE: 57.99% Accuracy for South America and Product 467: MAE: 10.730513920970449, MSE: 161.2493060370567, MAPE: 25.62% Accuracy for South America and Product 468: MAE: 11.837908489237448, MSE: 185.0678002646544, MAPE: 52.14% Accuracy for South America and Product 469: MAE: 15.043494405985872, MSE: 320.2534445701982, MAPE: 34.59% Accuracy for South America and Product 470: MAE: 16.999053219186358, MSE: 394.88248208039255, MAPE: 47.01% Accuracy for South America and Product 471: MAE: 18.12118030471293, MSE: 424.50865791371155, MAPE: 94.77% Accuracy for South America and Product 472: MAE: 8.798832025490317, MSE: 110.5789129941229, MAPE: 20.78% Accuracy for South America and Product 473: MAE: 5.80741179915714, MSE: 50.22780533806419, MAPE: 19.18% Accuracy for South America and Product 474: MAE: 7.0527481600829915, MSE: 73.82452826011527, MAPE: 19.35% Accuracy for South America and Product 475: MAE: 15.296641325150887, MSE: 412.72587067176283, MAPE: 87.83% Accuracy for South America and Product 476: MAE: 15.566421709154719, MSE: 323.12167728595705, MAPE: 53.31% Accuracy for South America and Product 477: MAE: 17.32113669319815, MSE: 468.5532558240605, MAPE: 39.39% Accuracy for South America and Product 478: MAE: 10.847893195011551, MSE: 217.12404217365807, MAPE: 24.96% Accuracy for South America and Product 479: MAE: 9.309125961799861, MSE: 129.3083913947469, MAPE: 23.11% Accuracy for South America and Product 480: MAE: 26.080379128714164, MSE: 729.1628849045073, MAPE: 80.41% Accuracy for South America and Product 481: MAE: 7.362296463618469, MSE: 69.85145242155104, MAPE: 25.26% Accuracy for South America and Product 482: MAE: 16.687259866502977, MSE: 304.9275368894089, MAPE: 62.23% Accuracy for South America and Product 483: MAE: 11.379755516881607, MSE: 242.2152441824152, MAPE: 45.50% Accuracy for South America and Product 484: MAE: 16.169280235835153, MSE: 309.79886077767185, MAPE: 38.25% Accuracy for South America and Product 485: MAE: 12.613934973042177, MSE: 210.1995611559987, MAPE: 31.53% Accuracy for South America and Product 486: MAE: 8.067092682120293, MSE: 78.67152309610364, MAPE: 20.57% Accuracy for South America and Product 487: MAE: 15.402805357809536, MSE: 300.22867831090895, MAPE: 48.20% Accuracy for South America and Product 488: MAE: 11.221053634984045, MSE: 174.8052149349768, MAPE: 30.62% Accuracy for South America and Product 489: MAE: 16.67056007719467, MSE: 299.1282623440346, MAPE: 64.44% Accuracy for South America and Product 490: MAE: 13.81137946267258, MSE: 268.1392623644454, MAPE: 35.20% Accuracy for South America and Product 491: MAE: 16.58732696998286, MSE: 349.9542927132887, MAPE: 48.32% Accuracy for South America and Product 492: MAE: 5.943194815544413, MSE: 50.50034381904686, MAPE: 16.67% Accuracy for South America and Product 493: MAE: 19.902362559413298, MSE: 457.6212827282472, MAPE: 122.50% Accuracy for South America and Product 494: MAE: 13.774816667434084, MSE: 229.3753634713981, MAPE: 39.18% Accuracy for South America and Product 495: MAE: 9.387865753414806, MSE: 115.79389486698008, MAPE: 26.35% Accuracy for South America and Product 496: MAE: 5.841046014553015, MSE: 61.33534357978182, MAPE: 16.86% Accuracy for South America and Product 497: MAE: 18.265626240934573, MSE: 475.9682339757204, MAPE: 59.05% Accuracy for South America and Product 498: MAE: 6.094846583386618, MSE: 44.011013682761, MAPE: 21.20% Accuracy for South America and Product 499: MAE: 5.870046598274721, MSE: 51.933436993306415, MAPE: 16.87% Accuracy for South America and Product 500: MAE: 15.030590233016, MSE: 358.13962422314654, MAPE: 47.72% Accuracy for South America and Product 501: MAE: 15.434659076187268, MSE: 324.75248213364046, MAPE: 53.89% Accuracy for South America and Product 502: MAE: 14.747696839788528, MSE: 363.3259692419944, MAPE: 37.43% Accuracy for South America and Product 503: MAE: 15.038760353200615, MSE: 322.3050120797379, MAPE: 71.02% Accuracy for South America and Product 504: MAE: 13.085292135446869, MSE: 263.90253095906917, MAPE: 41.75% Accuracy for South America and Product 505: MAE: 5.094950003045435, MSE: 46.87281210484271, MAPE: 16.46% Accuracy for South America and Product 506: MAE: 11.83192689901691, MSE: 263.09984081887876, MAPE: 27.84% Accuracy for South America and Product 507: MAE: 5.665007914204266, MSE: 45.015229686824554, MAPE: 23.84% Accuracy for South America and Product 508: MAE: 4.299410722097326, MSE: 25.82366466414073, MAPE: 16.84% Accuracy for South America and Product 509: MAE: 14.873457873634612, MSE: 330.96752800380943, MAPE: 77.31% Accuracy for South America and Product 510: MAE: 19.582120411193696, MSE: 411.088820641293, MAPE: 76.58% Accuracy for South America and Product 511: MAE: 9.883427556728218, MSE: 114.57256599674356, MAPE: 26.06% Accuracy for South America and Product 512: MAE: 12.887128489187564, MSE: 223.59854533624284, MAPE: 49.06% Accuracy for South America and Product 513: MAE: 16.71168061223695, MSE: 417.57331664462026, MAPE: 54.16% Accuracy for South America and Product 514: MAE: 10.788258178049562, MSE: 121.39451992558438, MAPE: 34.39% Accuracy for South America and Product 515: MAE: 12.791973840648797, MSE: 206.55592084627997, MAPE: 43.10% Accuracy for South America and Product 516: MAE: 18.50388650702527, MSE: 410.5120161548887, MAPE: 49.86% Accuracy for South America and Product 517: MAE: 15.78765856517387, MSE: 347.32026198190795, MAPE: 67.91% Accuracy for South America and Product 518: MAE: 11.269586408679867, MSE: 179.98068421788412, MAPE: 21.52% Accuracy for South America and Product 519: MAE: 12.43134098108549, MSE: 187.66601399549688, MAPE: 30.17% Accuracy for South America and Product 520: MAE: 6.716654078908763, MSE: 78.61590926479337, MAPE: 23.17% Accuracy for South America and Product 521: MAE: 17.907489130594314, MSE: 352.3035569841047, MAPE: 60.63% Accuracy for South America and Product 522: MAE: 8.918577131455619, MSE: 107.0412314070405, MAPE: 25.29% Accuracy for South America and Product 523: MAE: 16.43658865710959, MSE: 363.9737163357455, MAPE: 73.30% Accuracy for South America and Product 524: MAE: 8.66959104912239, MSE: 147.20836530501316, MAPE: 20.39% Accuracy for South America and Product 525: MAE: 12.106312851337572, MSE: 201.4312409239031, MAPE: 43.42% Accuracy for South America and Product 526: MAE: 12.876675747753755, MSE: 267.3679585547036, MAPE: 33.49% Accuracy for South America and Product 527: MAE: 13.801191776365135, MSE: 248.6982316687423, MAPE: 35.97% Accuracy for South America and Product 528: MAE: 12.421280369883762, MSE: 202.12727671780448, MAPE: 30.95% Accuracy for South America and Product 529: MAE: 6.8737749412941325, MSE: 64.58122805330348, MAPE: 16.38% Accuracy for South America and Product 530: MAE: 20.25131774727073, MSE: 517.6733001001578, MAPE: 95.70% Accuracy for South America and Product 531: MAE: 12.775910983691322, MSE: 234.48053522158904, MAPE: 42.77% Accuracy for South America and Product 532: MAE: 17.280445471301782, MSE: 386.2919450409915, MAPE: 89.19% Accuracy for South America and Product 533: MAE: 10.80144994185763, MSE: 182.86049003498348, MAPE: 25.72% Accuracy for South America and Product 534: MAE: 15.135864605512126, MSE: 411.8337172268604, MAPE: 56.60% Accuracy for South America and Product 535: MAE: 13.145846452450087, MSE: 295.3679901286088, MAPE: 45.46% Accuracy for South America and Product 536: MAE: 6.849191901306405, MSE: 58.4997020431443, MAPE: 17.43% Accuracy for South America and Product 537: MAE: 12.693508382886028, MSE: 325.719453327219, MAPE: 27.04% Accuracy for South America and Product 538: MAE: 23.992260700029313, MSE: 764.6117982053355, MAPE: 55.83% Accuracy for South America and Product 539: MAE: 10.840064876002803, MSE: 189.8061865155809, MAPE: 32.72% Accuracy for South America and Product 540: MAE: 15.290249545591859, MSE: 308.1227515720755, MAPE: 75.61% Accuracy for South America and Product 541: MAE: 16.296582819356292, MSE: 318.08556592636245, MAPE: 51.63% Accuracy for South America and Product 542: MAE: 9.433128982947144, MSE: 145.96091907354403, MAPE: 22.93% Accuracy for South America and Product 543: MAE: 17.406677853201607, MSE: 403.8799027420551, MAPE: 40.10% Accuracy for South America and Product 544: MAE: 16.977898360583083, MSE: 303.8194541039947, MAPE: 89.54% Accuracy for South America and Product 545: MAE: 13.70785261111086, MSE: 267.08804021333856, MAPE: 67.74% Accuracy for South America and Product 546: MAE: 16.37448336365934, MSE: 408.6664534420396, MAPE: 74.17% Accuracy for South America and Product 547: MAE: 16.370966743568967, MSE: 281.3882194966789, MAPE: 48.35% Accuracy for South America and Product 548: MAE: 14.545325068654282, MSE: 235.1730748807532, MAPE: 40.27% Accuracy for South America and Product 549: MAE: 17.45133787737273, MSE: 427.3122957941074, MAPE: 70.31% Accuracy for South America and Product 550: MAE: 11.939260860024309, MSE: 243.52825635435994, MAPE: 28.57% Accuracy for South America and Product 551: MAE: 18.92544107803327, MSE: 552.7251010291313, MAPE: 100.39% Accuracy for South America and Product 552: MAE: 18.35289789513727, MSE: 430.9873838294878, MAPE: 73.27% Accuracy for South America and Product 553: MAE: 20.140866132745, MSE: 451.0536868892473, MAPE: 47.02% Accuracy for South America and Product 554: MAE: 9.768681875319533, MSE: 149.52650252887963, MAPE: 50.66% Accuracy for South America and Product 555: MAE: 16.67750197233393, MSE: 514.0528142701796, MAPE: 29.90% Accuracy for South America and Product 556: MAE: 12.648033471808304, MSE: 192.73156647697746, MAPE: 57.40% Accuracy for South America and Product 557: MAE: 8.828636121146854, MSE: 93.8976748652021, MAPE: 18.54% Accuracy for South America and Product 558: MAE: 6.796199683648952, MSE: 77.5162838559134, MAPE: 22.33% Accuracy for South America and Product 559: MAE: 11.35373062394319, MSE: 185.19971595140458, MAPE: 29.77% Accuracy for South America and Product 560: MAE: 14.27928857660138, MSE: 294.48537026023416, MAPE: 34.36% Accuracy for South America and Product 561: MAE: 16.681035969002558, MSE: 396.81485498703825, MAPE: 26.69% Accuracy for South America and Product 562: MAE: 13.04654059663694, MSE: 201.23199184278283, MAPE: 37.95% Accuracy for South America and Product 563: MAE: 14.445534514258895, MSE: 306.78949555651224, MAPE: 40.53% Accuracy for South America and Product 564: MAE: 15.691076651551057, MSE: 283.38711936440416, MAPE: 82.92% Accuracy for South America and Product 565: MAE: 15.54080623651742, MSE: 269.6782802715943, MAPE: 31.49% Accuracy for South America and Product 566: MAE: 6.5643692572694645, MSE: 85.63917468813978, MAPE: 16.48% Accuracy for South America and Product 567: MAE: 15.759936554553155, MSE: 369.7294807433958, MAPE: 46.56% Accuracy for South America and Product 568: MAE: 15.570610336140613, MSE: 383.45667025438104, MAPE: 51.01% Accuracy for South America and Product 569: MAE: 12.868667310682019, MSE: 173.68594549978047, MAPE: 39.46% Accuracy for South America and Product 570: MAE: 16.24094560098198, MSE: 389.8325860144057, MAPE: 55.97% Accuracy for South America and Product 571: MAE: 16.38733841307903, MSE: 441.82847941501734, MAPE: 41.41% Accuracy for South America and Product 572: MAE: 17.35751650883385, MSE: 397.25462238437973, MAPE: 47.34% Accuracy for South America and Product 573: MAE: 6.937831925020527, MSE: 75.77990175273673, MAPE: 18.37% Accuracy for South America and Product 574: MAE: 11.865172330026358, MSE: 173.5174409896234, MAPE: 33.02% Accuracy for South America and Product 575: MAE: 19.183611862146883, MSE: 531.5508346872771, MAPE: 46.30% Accuracy for South America and Product 576: MAE: 14.093269858866602, MSE: 259.83113921772144, MAPE: 39.02% Accuracy for South America and Product 577: MAE: 11.93779695789801, MSE: 417.46688253430375, MAPE: 27.11% Accuracy for South America and Product 578: MAE: 13.289714281916186, MSE: 219.89802579941073, MAPE: 34.23% Accuracy for South America and Product 579: MAE: 13.13163414688133, MSE: 243.56377192922668, MAPE: 35.31% Accuracy for South America and Product 580: MAE: 16.256007625326326, MSE: 323.7868917911418, MAPE: 56.66% Accuracy for South America and Product 581: MAE: 10.589307341105245, MSE: 242.41213070770263, MAPE: 20.41% Accuracy for South America and Product 582: MAE: 12.99042412631025, MSE: 214.0140230885876, MAPE: 35.71% Accuracy for South America and Product 583: MAE: 8.229592060619616, MSE: 77.75977521393418, MAPE: 19.36% Accuracy for South America and Product 584: MAE: 9.179439208265203, MSE: 126.47714882418654, MAPE: 24.54% Accuracy for South America and Product 585: MAE: 13.389870445483968, MSE: 309.34452438562846, MAPE: 32.75% Accuracy for South America and Product 586: MAE: 7.035036976067869, MSE: 68.0143492356344, MAPE: 24.42% Accuracy for South America and Product 587: MAE: 18.642197615283003, MSE: 384.11340675107766, MAPE: 57.05% Accuracy for South America and Product 588: MAE: 13.75573883030827, MSE: 245.3545931859086, MAPE: 51.80% Accuracy for South America and Product 589: MAE: 15.312609012182278, MSE: 299.45688482783345, MAPE: 68.59% Accuracy for South America and Product 590: MAE: 9.161819964708013, MSE: 124.25265936295541, MAPE: 28.30% Accuracy for South America and Product 591: MAE: 18.998769731165723, MSE: 559.3957475625751, MAPE: 38.89% Accuracy for South America and Product 592: MAE: 17.33175455406815, MSE: 538.891610967585, MAPE: 50.75% Accuracy for South America and Product 593: MAE: 13.2823353392206, MSE: 357.15642501458444, MAPE: 38.53% Accuracy for South America and Product 594: MAE: 7.3414491119611, MSE: 103.41492842691684, MAPE: 19.74% Accuracy for South America and Product 595: MAE: 14.313530397968957, MSE: 238.20453837092842, MAPE: 38.39% Accuracy for South America and Product 596: MAE: 9.748579718683757, MSE: 187.94174716615439, MAPE: 25.44% Accuracy for South America and Product 597: MAE: 17.87648991468847, MSE: 402.0405387537721, MAPE: 39.51% Accuracy for South America and Product 598: MAE: 9.203894450377039, MSE: 148.36084534066242, MAPE: 30.95% Accuracy for South America and Product 599: MAE: 10.418017760680844, MSE: 142.68713286816126, MAPE: 28.51% Accuracy for South America and Product 600: MAE: 10.305993076674152, MSE: 149.57224623194773, MAPE: 25.23% Accuracy for South America and Product 601: MAE: 13.900390354084044, MSE: 247.26495884690257, MAPE: 35.77% Accuracy for South America and Product 602: MAE: 10.962194937918248, MSE: 188.6944777621897, MAPE: 35.76% Accuracy for South America and Product 603: MAE: 8.144467791306997, MSE: 121.25881832472923, MAPE: 18.46% Accuracy for South America and Product 604: MAE: 12.167262866429787, MSE: 347.3797207335592, MAPE: 207.56% Accuracy for South America and Product 605: MAE: 8.02387873360875, MSE: 123.86078402359536, MAPE: 24.48% Accuracy for South America and Product 606: MAE: 17.563564847273174, MSE: 384.01457157249354, MAPE: 67.24% Accuracy for South America and Product 607: MAE: 12.491097937341745, MSE: 259.1258059541384, MAPE: 36.31% Accuracy for South America and Product 608: MAE: 5.9962160664680555, MSE: 100.58855168844511, MAPE: 11.57% Accuracy for South America and Product 609: MAE: 10.425395091144932, MSE: 155.65542869924315, MAPE: 48.67% Accuracy for South America and Product 610: MAE: 10.120536942788997, MSE: 113.99866062249437, MAPE: 25.93% Accuracy for South America and Product 611: MAE: 9.013547321038953, MSE: 110.10043194259381, MAPE: 16.68% Accuracy for South America and Product 612: MAE: 16.226829841979065, MSE: 353.0448422921584, MAPE: 63.33% Accuracy for South America and Product 613: MAE: 11.185656767826748, MSE: 141.86535546945385, MAPE: 34.27% Accuracy for South America and Product 614: MAE: 9.023916129274898, MSE: 108.31681973662444, MAPE: 27.85% Accuracy for South America and Product 615: MAE: 10.185365822034438, MSE: 141.79343752467256, MAPE: 23.98% Accuracy for South America and Product 616: MAE: 11.885784033794009, MSE: 207.03469106959938, MAPE: 53.38% Accuracy for South America and Product 617: MAE: 13.294647776443298, MSE: 333.04844615520454, MAPE: 50.19% Accuracy for South America and Product 618: MAE: 6.805681337757624, MSE: 53.73656552531128, MAPE: 16.88% Accuracy for South America and Product 619: MAE: 12.511407822742566, MSE: 162.67701961020492, MAPE: 46.11% Accuracy for South America and Product 620: MAE: 12.512022775140327, MSE: 188.08965287318404, MAPE: 26.91% Accuracy for South America and Product 621: MAE: 14.153926612544609, MSE: 248.93835886782736, MAPE: 49.16% Accuracy for South America and Product 622: MAE: 8.330692344018988, MSE: 97.4188836647827, MAPE: 25.41% Accuracy for South America and Product 623: MAE: 14.557807454523768, MSE: 311.149388565217, MAPE: 53.43% Accuracy for South America and Product 624: MAE: 11.641700755245262, MSE: 161.3532961448697, MAPE: 45.85% Accuracy for South America and Product 625: MAE: 19.64944641810069, MSE: 528.6326205269388, MAPE: 63.69% Accuracy for South America and Product 626: MAE: 9.80692508035871, MSE: 162.0968826617377, MAPE: 23.59% Accuracy for South America and Product 627: MAE: 15.191417273020534, MSE: 302.48954720869534, MAPE: 35.80% Accuracy for South America and Product 628: MAE: 10.616787823966064, MSE: 139.3163785917434, MAPE: 25.92% Accuracy for South America and Product 629: MAE: 13.65974985075141, MSE: 316.561714697241, MAPE: 29.77% Accuracy for South America and Product 630: MAE: 10.688189625862725, MSE: 138.23604024922113, MAPE: 35.22% Accuracy for South America and Product 631: MAE: 14.378971278910432, MSE: 296.52309450619885, MAPE: 65.50% Accuracy for South America and Product 632: MAE: 17.63755536411598, MSE: 452.1343915239093, MAPE: 83.75% Accuracy for South America and Product 633: MAE: 22.636915469363622, MSE: 678.5686117209358, MAPE: 134.61% Accuracy for South America and Product 634: MAE: 3.5165023253146517, MSE: 15.365492646389793, MAPE: 8.37% Accuracy for South America and Product 635: MAE: 9.702514178712343, MSE: 202.93837849475693, MAPE: 111.60% Accuracy for South America and Product 636: MAE: 10.174019190067003, MSE: 175.33403656541594, MAPE: 40.18% Accuracy for South America and Product 637: MAE: 8.383984451505441, MSE: 106.2218202892896, MAPE: 27.79% Accuracy for South America and Product 638: MAE: 3.0066291584849267, MSE: 15.427122711304438, MAPE: 6.07% Accuracy for South America and Product 639: MAE: 9.02805237043233, MSE: 154.78864301708748, MAPE: 40.66% Accuracy for South America and Product 640: MAE: 18.582190389204683, MSE: 416.4174637082482, MAPE: 41.35% Accuracy for South America and Product 641: MAE: 11.523050328905324, MSE: 241.36391088235965, MAPE: 36.80% Accuracy for South America and Product 642: MAE: 7.879022245963837, MSE: 76.0597933636966, MAPE: 22.35% Accuracy for South America and Product 643: MAE: 18.957364283902695, MSE: 486.6170193842173, MAPE: 67.77% Accuracy for South America and Product 644: MAE: 15.871145913448611, MSE: 369.0483922906901, MAPE: 65.91% Accuracy for South America and Product 645: MAE: 14.915274184533292, MSE: 270.5729100211409, MAPE: 58.85% Accuracy for South America and Product 646: MAE: 11.68644319159557, MSE: 386.55729852354153, MAPE: 27.90% Accuracy for South America and Product 647: MAE: 12.46660740642942, MSE: 216.88603717188775, MAPE: 38.93% Accuracy for South America and Product 648: MAE: 19.32378813990261, MSE: 383.12456635052047, MAPE: 50.30% Accuracy for South America and Product 649: MAE: 12.785135584857944, MSE: 278.20760129991766, MAPE: 51.69% Accuracy for South America and Product 650: MAE: 13.117023228242846, MSE: 337.5634129260479, MAPE: 46.11% Accuracy for South America and Product 651: MAE: 14.290635086015891, MSE: 237.5161204755309, MAPE: 28.61% Accuracy for South America and Product 652: MAE: 8.32898827456578, MSE: 83.86535302438632, MAPE: 23.99% Accuracy for South America and Product 653: MAE: 12.779583041687749, MSE: 222.0601011409843, MAPE: 31.71% Accuracy for South America and Product 654: MAE: 13.099660308027229, MSE: 213.18767497088547, MAPE: 40.38% Accuracy for South America and Product 655: MAE: 13.766616601859937, MSE: 231.74493971091297, MAPE: 32.60% Accuracy for South America and Product 656: MAE: 13.034799066823997, MSE: 192.47055184151867, MAPE: 50.59% Accuracy for South America and Product 657: MAE: 9.510868238229978, MSE: 103.68877741685512, MAPE: 31.05% Accuracy for South America and Product 658: MAE: 4.667554575384747, MSE: 27.118143927669358, MAPE: 15.83% Accuracy for South America and Product 659: MAE: 15.642231150445998, MSE: 305.6202060342331, MAPE: 77.47% Accuracy for South America and Product 660: MAE: 8.774182397060107, MSE: 130.12938297209686, MAPE: 24.33% Accuracy for South America and Product 661: MAE: 10.336696420375949, MSE: 259.2419690850951, MAPE: 38.34% Accuracy for South America and Product 662: MAE: 9.918195289386087, MSE: 175.10960556394798, MAPE: 29.68% Accuracy for South America and Product 663: MAE: 11.168145585805314, MSE: 143.7136182653844, MAPE: 29.63% Accuracy for South America and Product 664: MAE: 10.954072431671424, MSE: 267.5900731727494, MAPE: 24.75% Accuracy for South America and Product 665: MAE: 13.142684385208668, MSE: 230.14501756980775, MAPE: 30.73% Accuracy for South America and Product 666: MAE: 11.243579959280266, MSE: 361.5764412785456, MAPE: 99.14% Accuracy for South America and Product 667: MAE: 18.21821118724832, MSE: 502.30115368438237, MAPE: 62.26% Accuracy for South America and Product 668: MAE: 16.39271556562266, MSE: 364.40012614938485, MAPE: 41.78% Accuracy for South America and Product 669: MAE: 15.132686594160049, MSE: 351.4452027415534, MAPE: 48.00% Accuracy for South America and Product 670: MAE: 12.941939204284328, MSE: 312.8972304696183, MAPE: 36.40% Accuracy for South America and Product 671: MAE: 12.361301001791555, MSE: 221.91230205199264, MAPE: 29.19% Accuracy for South America and Product 672: MAE: 16.496099826241366, MSE: 373.40619836838187, MAPE: 91.78% Accuracy for South America and Product 673: MAE: 16.334706504032617, MSE: 330.0596827962678, MAPE: 63.94% Accuracy for South America and Product 674: MAE: 7.378351854328815, MSE: 103.11355386534612, MAPE: 18.83% Accuracy for South America and Product 675: MAE: 20.456319760162422, MSE: 445.4124519076945, MAPE: 118.75% Accuracy for South America and Product 676: MAE: 16.354662560578273, MSE: 343.6298278389522, MAPE: 52.58% Accuracy for South America and Product 677: MAE: 17.68200315897415, MSE: 369.1216421328791, MAPE: 52.72% Accuracy for South America and Product 678: MAE: 14.153524427039212, MSE: 259.69841389261035, MAPE: 32.51% Accuracy for South America and Product 679: MAE: 7.275894324830955, MSE: 76.1198646098693, MAPE: 22.14% Accuracy for South America and Product 680: MAE: 10.97157124597588, MSE: 127.80965891196881, MAPE: 32.10% Accuracy for South America and Product 681: MAE: 13.800059370408846, MSE: 315.0933585711532, MAPE: 47.01% Accuracy for South America and Product 682: MAE: 9.822490152441087, MSE: 253.90121187469293, MAPE: 17.94% Accuracy for South America and Product 683: MAE: 16.3162475118086, MSE: 462.82752611785645, MAPE: 29.75% Accuracy for South America and Product 684: MAE: 10.763512378093065, MSE: 158.9082808534167, MAPE: 51.04% Accuracy for South America and Product 685: MAE: 12.029478515918159, MSE: 192.80669668699244, MAPE: 28.46% Accuracy for South America and Product 686: MAE: 8.205501559927777, MSE: 78.46792080763517, MAPE: 26.25% Accuracy for South America and Product 687: MAE: 9.101969356811844, MSE: 129.8031034767082, MAPE: 19.72% Accuracy for South America and Product 688: MAE: 20.58126170597699, MSE: 431.02647809701847, MAPE: 60.10% Accuracy for South America and Product 689: MAE: 12.171514558706546, MSE: 187.70673238008115, MAPE: 37.77% Accuracy for South America and Product 690: MAE: 18.456470274151023, MSE: 402.5636443152779, MAPE: 69.26% Accuracy for South America and Product 691: MAE: 13.004519427948432, MSE: 201.79267645167332, MAPE: 43.22% Accuracy for South America and Product 692: MAE: 10.131478926026343, MSE: 151.58320336530215, MAPE: 31.24% Accuracy for South America and Product 693: MAE: 8.660163982128834, MSE: 172.04915086013546, MAPE: 18.96% Accuracy for South America and Product 694: MAE: 18.38169576120884, MSE: 370.7203325588872, MAPE: 40.91% Accuracy for South America and Product 695: MAE: 16.40002572552056, MSE: 433.0893784234465, MAPE: 36.51% Accuracy for South America and Product 696: MAE: 14.777380959782715, MSE: 457.198547589782, MAPE: 49.75% Accuracy for South America and Product 697: MAE: 12.074601714602803, MSE: 268.56725340773886, MAPE: 45.56% Accuracy for South America and Product 698: MAE: 14.729842375039578, MSE: 249.22127855940988, MAPE: 34.42% Accuracy for South America and Product 699: MAE: 12.7325376560586, MSE: 190.65931723670383, MAPE: 39.96% Accuracy for South America and Product 700: MAE: 18.20049660089621, MSE: 389.28849986591985, MAPE: 78.05% Accuracy for South America and Product 701: MAE: 11.441282719539794, MSE: 166.29804524287516, MAPE: 31.98% Accuracy for South America and Product 702: MAE: 8.607780724784726, MSE: 94.44227776286684, MAPE: 27.10% Accuracy for South America and Product 703: MAE: 14.412488541521872, MSE: 289.99823736528157, MAPE: 40.36% Accuracy for South America and Product 704: MAE: 13.824020987414215, MSE: 198.51351341397884, MAPE: 33.70% Accuracy for South America and Product 705: MAE: 14.533404174993303, MSE: 271.4416308523229, MAPE: 67.28% Accuracy for South America and Product 706: MAE: 8.387013742426436, MSE: 77.3261664534003, MAPE: 25.52% Accuracy for South America and Product 707: MAE: 7.05149784731591, MSE: 80.65261547107059, MAPE: 30.15% Accuracy for South America and Product 708: MAE: 11.743860575440536, MSE: 231.58148839516065, MAPE: 24.84% Accuracy for South America and Product 709: MAE: 11.83779630703261, MSE: 178.87209467546558, MAPE: 32.05% Accuracy for South America and Product 710: MAE: 7.240827351201771, MSE: 68.21945194008478, MAPE: 21.61% Accuracy for South America and Product 711: MAE: 9.592998447213446, MSE: 115.273165250618, MAPE: 27.91% Accuracy for South America and Product 712: MAE: 11.281693096810923, MSE: 160.6687772320154, MAPE: 24.75% Accuracy for South America and Product 713: MAE: 15.524282868561249, MSE: 392.36560276531736, MAPE: 31.83% Accuracy for South America and Product 714: MAE: 13.207161435950336, MSE: 253.49718009834788, MAPE: 38.77% Accuracy for South America and Product 715: MAE: 16.510304687672935, MSE: 476.7360825354296, MAPE: 42.01% Accuracy for South America and Product 716: MAE: 9.665633287087378, MSE: 147.90778868674244, MAPE: 22.71% Accuracy for South America and Product 717: MAE: 11.308507890024467, MSE: 210.10232002910146, MAPE: 34.76% Accuracy for South America and Product 718: MAE: 7.428022592251885, MSE: 86.29662058164313, MAPE: 25.28% Accuracy for South America and Product 719: MAE: 9.557267118610179, MSE: 128.59529693520386, MAPE: 30.56% Accuracy for South America and Product 720: MAE: 10.398541571988385, MSE: 179.52991951472455, MAPE: 39.47% Accuracy for South America and Product 721: MAE: 8.162533342857897, MSE: 80.96849342295376, MAPE: 25.97% Accuracy for South America and Product 722: MAE: 15.913741899345805, MSE: 291.37287614275374, MAPE: 38.53% Accuracy for South America and Product 723: MAE: 11.277902413571493, MSE: 157.0280592583748, MAPE: 62.03% Accuracy for South America and Product 724: MAE: 7.039354136538509, MSE: 109.97047208148012, MAPE: 45.70% Accuracy for South America and Product 725: MAE: 14.253115250745665, MSE: 291.40644783838894, MAPE: 49.82% Accuracy for South America and Product 726: MAE: 19.744974015865147, MSE: 544.6142385836013, MAPE: 52.35% Accuracy for South America and Product 727: MAE: 12.102086094712451, MSE: 273.5968075457465, MAPE: 67.15% Accuracy for South America and Product 728: MAE: 18.38831039322799, MSE: 441.69153679610264, MAPE: 65.94% Accuracy for South America and Product 729: MAE: 11.458572516144761, MSE: 195.44961709207013, MAPE: 26.76% Accuracy for South America and Product 730: MAE: 18.287276142118014, MSE: 453.7902780664628, MAPE: 45.99% Accuracy for South America and Product 731: MAE: 10.19757336372123, MSE: 140.35165815564494, MAPE: 25.39% Accuracy for South America and Product 732: MAE: 14.707228106049167, MSE: 306.7496851449181, MAPE: 69.34% Accuracy for South America and Product 733: MAE: 10.185232200970814, MSE: 203.23478383855254, MAPE: 87.85% Accuracy for South America and Product 734: MAE: 13.488747207150652, MSE: 365.29685344083316, MAPE: 140.84% Accuracy for South America and Product 735: MAE: 16.741588911412194, MSE: 318.8742251538982, MAPE: 187.47% Accuracy for South America and Product 736: MAE: 7.791415109818935, MSE: 136.25513228317067, MAPE: 42.40% Accuracy for South America and Product 737: MAE: 18.820836503018633, MSE: 475.8138740595381, MAPE: 73.21% Accuracy for South America and Product 738: MAE: 21.094454996378307, MSE: 520.3693866091996, MAPE: 48.29% Accuracy for South America and Product 739: MAE: 12.365133202782635, MSE: 215.02665395673867, MAPE: 36.22% Accuracy for South America and Product 740: MAE: 6.458502230672463, MSE: 49.459657403233884, MAPE: 19.34% Accuracy for South America and Product 741: MAE: 7.783527357016988, MSE: 117.9995868324763, MAPE: 37.75% Accuracy for South America and Product 742: MAE: 3.2902654405648173, MSE: 18.138507918182867, MAPE: 9.86% Accuracy for South America and Product 743: MAE: 16.96039070161214, MSE: 385.16031946377393, MAPE: 53.15% Accuracy for South America and Product 744: MAE: 11.53403450097817, MSE: 180.57960493142122, MAPE: 35.14% Accuracy for South America and Product 745: MAE: 12.877659637591085, MSE: 186.60766363874785, MAPE: 31.08% Accuracy for South America and Product 746: MAE: 4.623406854184468, MSE: 31.960364929510668, MAPE: 13.55% Accuracy for South America and Product 747: MAE: 21.357830625831703, MSE: 578.4369235077238, MAPE: 79.35% Accuracy for South America and Product 748: MAE: 14.303717964981166, MSE: 319.00508218512397, MAPE: 97.71% Accuracy for South America and Product 749: MAE: 11.971344655167162, MSE: 185.10949949204365, MAPE: 35.11% Accuracy for South America and Product 750: MAE: 6.226002935889012, MSE: 46.34154337982183, MAPE: 17.60% Accuracy for South America and Product 751: MAE: 9.67750102938175, MSE: 129.08460252866251, MAPE: 30.11% Accuracy for South America and Product 752: MAE: 14.219228068983758, MSE: 383.60199314652897, MAPE: 32.13% Accuracy for South America and Product 753: MAE: 19.01149961426271, MSE: 435.4053320913572, MAPE: 73.40% Accuracy for South America and Product 754: MAE: 17.44522475905792, MSE: 374.1627998329628, MAPE: 48.10% Accuracy for South America and Product 755: MAE: 14.962134086690634, MSE: 308.2966420209409, MAPE: 68.65% Accuracy for South America and Product 756: MAE: 11.020099503941385, MSE: 234.60527744938372, MAPE: 30.41% Accuracy for South America and Product 757: MAE: 17.85529619277232, MSE: 416.66438401255857, MAPE: 51.38% Accuracy for South America and Product 758: MAE: 12.082806049081691, MSE: 271.0863366737373, MAPE: 64.56% Accuracy for South America and Product 759: MAE: 9.472696802995827, MSE: 106.7495992844161, MAPE: 25.35% Accuracy for South America and Product 760: MAE: 12.969325396340185, MSE: 370.78189550651183, MAPE: 125.48% Accuracy for South America and Product 761: MAE: 7.23223666872178, MSE: 71.79866774534739, MAPE: 22.56% Accuracy for South America and Product 762: MAE: 16.456373559067544, MSE: 398.3052275977909, MAPE: 67.06% Accuracy for South America and Product 763: MAE: 11.892441688462906, MSE: 168.10850759131623, MAPE: 28.72% Accuracy for South America and Product 764: MAE: 15.420413978844305, MSE: 534.675354338346, MAPE: 47.12% Accuracy for South America and Product 765: MAE: 7.63830647452463, MSE: 99.09079753980271, MAPE: 21.82% Accuracy for South America and Product 766: MAE: 7.990842084947053, MSE: 102.12099898748015, MAPE: 26.87% Accuracy for South America and Product 767: MAE: 6.0375462645895315, MSE: 47.82581079765272, MAPE: 16.09% Accuracy for South America and Product 768: MAE: 11.23794386685806, MSE: 215.9034989970134, MAPE: 51.14% Accuracy for South America and Product 769: MAE: 8.51350961162154, MSE: 96.12966083445241, MAPE: 32.66% Accuracy for South America and Product 770: MAE: 11.677243544465982, MSE: 171.03055552160149, MAPE: 26.27% Accuracy for South America and Product 771: MAE: 14.440369009115198, MSE: 266.8724785618814, MAPE: 37.58% Accuracy for South America and Product 772: MAE: 10.914378848381315, MSE: 232.800846545768, MAPE: 28.50% Accuracy for South America and Product 773: MAE: 13.835817217322727, MSE: 301.22066676995763, MAPE: 48.34% Accuracy for South America and Product 774: MAE: 12.016963784221435, MSE: 217.7498053056384, MAPE: 79.35% Accuracy for South America and Product 775: MAE: 16.34773231426611, MSE: 342.06804576324527, MAPE: 37.42% Accuracy for South America and Product 776: MAE: 15.649268555510446, MSE: 325.7945927720003, MAPE: 33.92% Accuracy for South America and Product 777: MAE: 6.847889490000538, MSE: 77.05839502996395, MAPE: 12.18% Accuracy for South America and Product 778: MAE: 17.7251292590825, MSE: 412.9337011522107, MAPE: 77.26% Accuracy for South America and Product 779: MAE: 18.84995485299084, MSE: 410.4267655707551, MAPE: 68.16% Accuracy for South America and Product 780: MAE: 12.314895942745954, MSE: 189.518457011028, MAPE: 23.49% Accuracy for South America and Product 781: MAE: 5.374056005794043, MSE: 40.97892206266532, MAPE: 18.10% Accuracy for South America and Product 782: MAE: 15.32752329079685, MSE: 336.2936707705494, MAPE: 40.12% Accuracy for South America and Product 783: MAE: 7.187219388564323, MSE: 83.38209805999955, MAPE: 26.33% Accuracy for South America and Product 784: MAE: 13.33234018437814, MSE: 224.895792533433, MAPE: 70.91% Accuracy for South America and Product 785: MAE: 20.49608617688808, MSE: 521.611302533452, MAPE: 64.20% Accuracy for South America and Product 786: MAE: 7.668157401920054, MSE: 86.48752968488404, MAPE: 25.33% Accuracy for South America and Product 787: MAE: 16.43058454826639, MSE: 333.32125601909513, MAPE: 51.43% Accuracy for South America and Product 788: MAE: 22.77332571761147, MSE: 638.4525302268589, MAPE: 62.30% Accuracy for South America and Product 789: MAE: 7.134383459530919, MSE: 62.2694855397484, MAPE: 18.89% Accuracy for South America and Product 790: MAE: 15.680144937859335, MSE: 315.31435297543896, MAPE: 39.85% Accuracy for South America and Product 791: MAE: 13.550184096551396, MSE: 293.72445931423397, MAPE: 29.47% Accuracy for South America and Product 792: MAE: 19.929404124197255, MSE: 495.79247833478394, MAPE: 80.48% Accuracy for South America and Product 793: MAE: 7.464763979597881, MSE: 83.52329193830246, MAPE: 24.42% Accuracy for South America and Product 794: MAE: 17.602338508821283, MSE: 389.7883030988388, MAPE: 54.89% Accuracy for South America and Product 795: MAE: 14.633738714136575, MSE: 257.80742916455745, MAPE: 44.08% Accuracy for South America and Product 796: MAE: 11.030409060519233, MSE: 130.957293014605, MAPE: 70.13% Accuracy for South America and Product 797: MAE: 18.061050137840468, MSE: 486.9862913169658, MAPE: 36.21% Accuracy for South America and Product 798: MAE: 13.188965066937836, MSE: 220.6321612480897, MAPE: 34.12% Accuracy for South America and Product 799: MAE: 13.13916285580855, MSE: 199.24361545407638, MAPE: 66.87% Accuracy for South America and Product 800: MAE: 12.14207768460825, MSE: 282.11453838287173, MAPE: 127.72% Accuracy for South America and Product 801: MAE: 23.188017264450117, MSE: 751.7144248631724, MAPE: 154.92% Accuracy for South America and Product 802: MAE: 8.456716932814045, MSE: 115.29408160037781, MAPE: 24.68% Accuracy for South America and Product 803: MAE: 10.005094522666226, MSE: 110.64288878725797, MAPE: 28.37% Accuracy for South America and Product 804: MAE: 14.883470770285783, MSE: 274.0771049030679, MAPE: 55.55% Accuracy for South America and Product 805: MAE: 7.4159273753577395, MSE: 132.00266876560136, MAPE: 24.40% Accuracy for South America and Product 806: MAE: 13.176011013694353, MSE: 249.81514419856427, MAPE: 75.61% Accuracy for South America and Product 807: MAE: 9.583428679366055, MSE: 140.01481945079885, MAPE: 27.26% Accuracy for South America and Product 808: MAE: 12.230307640741762, MSE: 248.55130532937147, MAPE: 41.47% Accuracy for South America and Product 809: MAE: 2.899240939359514, MSE: 10.279255179076454, MAPE: 8.25% Accuracy for South America and Product 810: MAE: 13.588141317390697, MSE: 331.47386653533226, MAPE: 41.64% Accuracy for South America and Product 811: MAE: 5.7369932771514165, MSE: 46.18622224602775, MAPE: 15.38% Accuracy for South America and Product 812: MAE: 9.267598245288184, MSE: 119.0972821894778, MAPE: 30.16% Accuracy for South America and Product 813: MAE: 15.609446372867833, MSE: 299.1517755501849, MAPE: 45.40% Accuracy for South America and Product 814: MAE: 15.281951003278204, MSE: 321.50639852455174, MAPE: 41.82% Accuracy for South America and Product 815: MAE: 23.13428647080233, MSE: 588.0116688474214, MAPE: 62.16% Accuracy for South America and Product 816: MAE: 17.63907340021537, MSE: 520.9579148699964, MAPE: 58.08% Accuracy for South America and Product 817: MAE: 13.851635163701047, MSE: 256.0052109696693, MAPE: 91.77% Accuracy for South America and Product 818: MAE: 6.936463801525171, MSE: 67.09391017238435, MAPE: 16.83% Accuracy for South America and Product 819: MAE: 9.030877341489294, MSE: 103.25356870058663, MAPE: 24.97% Accuracy for South America and Product 820: MAE: 19.55796862030823, MSE: 496.275053370712, MAPE: 85.23% Accuracy for South America and Product 821: MAE: 15.231763878947987, MSE: 365.6668843014745, MAPE: 67.23% Accuracy for South America and Product 822: MAE: 12.13654233910893, MSE: 220.8113655782519, MAPE: 24.86% Accuracy for South America and Product 823: MAE: 11.105950307802086, MSE: 184.42638734399912, MAPE: 29.13% Accuracy for South America and Product 824: MAE: 12.620755712289274, MSE: 162.94760018573191, MAPE: 29.08% Accuracy for South America and Product 825: MAE: 3.373745683561532, MSE: 29.75831674495054, MAPE: 6.98% Accuracy for South America and Product 826: MAE: 8.781305262564876, MSE: 115.54870482254879, MAPE: 37.98% Accuracy for South America and Product 827: MAE: 13.945806698685114, MSE: 318.47580858697245, MAPE: 48.58% Accuracy for South America and Product 828: MAE: 17.859756586509484, MSE: 390.00072726267297, MAPE: 49.29% Accuracy for South America and Product 829: MAE: 20.16005749792601, MSE: 559.9387138399009, MAPE: 79.79% Accuracy for South America and Product 830: MAE: 14.110713794066635, MSE: 302.01969565296105, MAPE: 32.01% Accuracy for South America and Product 831: MAE: 16.600552155944634, MSE: 404.54770001800006, MAPE: 62.08% Accuracy for South America and Product 832: MAE: 16.30399479504743, MSE: 322.93016319281924, MAPE: 51.84% Accuracy for South America and Product 833: MAE: 17.89782626952067, MSE: 400.6850078977826, MAPE: 41.82% Accuracy for South America and Product 834: MAE: 8.292932391210554, MSE: 102.16698028625342, MAPE: 21.15% Accuracy for South America and Product 835: MAE: 9.921780417110448, MSE: 154.02039521255202, MAPE: 43.87% Accuracy for South America and Product 836: MAE: 17.04522456944337, MSE: 336.9930714773922, MAPE: 78.47% Accuracy for South America and Product 837: MAE: 2.2582066966852308, MSE: 6.0952551508424735, MAPE: 4.92% Accuracy for South America and Product 838: MAE: 14.901090758460299, MSE: 405.7192609229698, MAPE: 33.14% Accuracy for South America and Product 839: MAE: 38.36186412814234, MSE: 1829.73394714286, MAPE: 90.88% Accuracy for South America and Product 840: MAE: 20.730474127793983, MSE: 478.43770110672483, MAPE: 98.97% Accuracy for South America and Product 841: MAE: 21.354561856870077, MSE: 679.8773409145463, MAPE: 92.23% Accuracy for South America and Product 842: MAE: 16.774451853449428, MSE: 376.04604945616694, MAPE: 228.46% Accuracy for South America and Product 843: MAE: 15.865003979549158, MSE: 364.48278159771303, MAPE: 36.12% Accuracy for South America and Product 844: MAE: 11.46386737673573, MSE: 158.6218095561853, MAPE: 21.91% Accuracy for South America and Product 845: MAE: 9.957447234449821, MSE: 142.30484469581538, MAPE: 46.22% Accuracy for South America and Product 846: MAE: 12.29092115924423, MSE: 274.13451443215865, MAPE: 28.06% Accuracy for South America and Product 847: MAE: 12.614553793569087, MSE: 204.01390999079334, MAPE: 26.31% Accuracy for South America and Product 848: MAE: 9.495510000128865, MSE: 151.37737499176598, MAPE: 21.32% Accuracy for South America and Product 849: MAE: 14.173015619379303, MSE: 225.6133057657176, MAPE: 29.44% Accuracy for South America and Product 850: MAE: 20.900849870991244, MSE: 526.9429432828032, MAPE: 76.03% Accuracy for South America and Product 851: MAE: 8.644622221352353, MSE: 114.83192463507324, MAPE: 17.30% Accuracy for South America and Product 852: MAE: 13.648203178788943, MSE: 256.38226339630666, MAPE: 41.03% Accuracy for South America and Product 853: MAE: 15.310990109931172, MSE: 253.57266977861082, MAPE: 47.30% Accuracy for South America and Product 854: MAE: 11.209581462185145, MSE: 175.96004177762148, MAPE: 45.57% Accuracy for South America and Product 855: MAE: 14.731114110773424, MSE: 303.36767196410767, MAPE: 56.28% Accuracy for South America and Product 856: MAE: 8.140449291630791, MSE: 102.0068261570987, MAPE: 27.01% Accuracy for South America and Product 857: MAE: 15.980095283416437, MSE: 522.1550040528996, MAPE: 37.09% Accuracy for South America and Product 858: MAE: 13.41098696026732, MSE: 206.44988168345054, MAPE: 73.72% Accuracy for South America and Product 859: MAE: 12.956740914154016, MSE: 246.68306867787564, MAPE: 25.02% Accuracy for South America and Product 860: MAE: 11.891947004688694, MSE: 350.1491066675556, MAPE: 142.85% Accuracy for South America and Product 861: MAE: 15.385991615519412, MSE: 473.28666902007825, MAPE: 54.34% Accuracy for South America and Product 862: MAE: 13.74548459134814, MSE: 298.23403659679536, MAPE: 28.42% Accuracy for South America and Product 863: MAE: 18.37813960310447, MSE: 435.3592206742941, MAPE: 130.42% Accuracy for South America and Product 864: MAE: 12.803454167591685, MSE: 200.0550641080312, MAPE: 36.78% Accuracy for South America and Product 865: MAE: 9.146393354171002, MSE: 106.93712890686508, MAPE: 38.19% Accuracy for South America and Product 866: MAE: 6.760542611109277, MSE: 116.81535936227411, MAPE: 27.81% Accuracy for South America and Product 867: MAE: 14.623531585792586, MSE: 252.67711493184652, MAPE: 27.73% Accuracy for South America and Product 868: MAE: 9.82215635366163, MSE: 143.40491101089444, MAPE: 31.91% Accuracy for South America and Product 869: MAE: 15.324875219095693, MSE: 335.38047997055503, MAPE: 46.31% Accuracy for South America and Product 870: MAE: 14.7093961876441, MSE: 373.3546854223046, MAPE: 136.07% Accuracy for South America and Product 871: MAE: 26.185151942048968, MSE: 868.3485500570365, MAPE: 75.72% Accuracy for South America and Product 872: MAE: 12.898696159121974, MSE: 221.25327467209286, MAPE: 39.12% Accuracy for South America and Product 873: MAE: 17.231677847126228, MSE: 460.91618262060854, MAPE: 54.70% Accuracy for South America and Product 874: MAE: 16.59519553302307, MSE: 382.71794250658206, MAPE: 56.40% Accuracy for South America and Product 875: MAE: 11.24291752981149, MSE: 155.66055625192624, MAPE: 59.15% Accuracy for South America and Product 876: MAE: 14.278680246427507, MSE: 241.06674103341817, MAPE: 38.55% Accuracy for South America and Product 877: MAE: 13.378891816552294, MSE: 301.837455581743, MAPE: 64.39% Accuracy for South America and Product 878: MAE: 11.036590391566815, MSE: 143.9345391113183, MAPE: 23.36% Accuracy for South America and Product 879: MAE: 18.574639555971135, MSE: 422.60225558139007, MAPE: 43.83% Accuracy for South America and Product 880: MAE: 18.155242829315743, MSE: 552.6613991077891, MAPE: 43.08% Accuracy for South America and Product 881: MAE: 17.505876704217616, MSE: 355.2168149378522, MAPE: 66.93% Accuracy for South America and Product 882: MAE: 6.499882551215862, MSE: 74.80743610656205, MAPE: 16.74% Accuracy for South America and Product 883: MAE: 10.012361963745198, MSE: 153.22902916491606, MAPE: 49.53% Accuracy for South America and Product 884: MAE: 8.487219640365748, MSE: 124.096288640591, MAPE: 19.03% Accuracy for South America and Product 885: MAE: 15.531006855434754, MSE: 509.06816964456067, MAPE: 29.41% Accuracy for South America and Product 886: MAE: 4.8901208272819305, MSE: 37.205185889718074, MAPE: 16.25% Accuracy for South America and Product 887: MAE: 10.431506957567048, MSE: 130.92623236162495, MAPE: 39.82% Accuracy for South America and Product 888: MAE: 15.624667482731075, MSE: 424.5354912033129, MAPE: 59.14% Accuracy for South America and Product 889: MAE: 12.067754977259252, MSE: 237.11890246757648, MAPE: 36.18% Accuracy for South America and Product 890: MAE: 9.432579677791834, MSE: 187.0418100333371, MAPE: 17.59% Accuracy for South America and Product 891: MAE: 9.998870185637374, MSE: 130.6400647788534, MAPE: 30.82% Accuracy for South America and Product 892: MAE: 19.12290719826687, MSE: 398.9693959298843, MAPE: 68.61% Accuracy for South America and Product 893: MAE: 17.556011812109432, MSE: 419.15328372901115, MAPE: 82.20% Accuracy for South America and Product 894: MAE: 11.33519119696585, MSE: 160.40504275418056, MAPE: 34.17% Accuracy for South America and Product 895: MAE: 7.039699640957238, MSE: 104.15960893269698, MAPE: 21.15% Accuracy for South America and Product 896: MAE: 20.127469241879496, MSE: 510.02009189673464, MAPE: 52.85% Accuracy for South America and Product 897: MAE: 21.048228540162174, MSE: 720.3729617449508, MAPE: 94.90% Accuracy for South America and Product 898: MAE: 19.009799042588735, MSE: 554.8312401648686, MAPE: 43.53% Accuracy for South America and Product 899: MAE: 8.522671176860989, MSE: 95.95337098677548, MAPE: 18.95% Accuracy for South America and Product 900: MAE: 8.435037170435155, MSE: 92.43161079113061, MAPE: 23.98% Accuracy for South America and Product 901: MAE: 20.66722190361658, MSE: 581.0919041305066, MAPE: 62.95% Accuracy for South America and Product 902: MAE: 13.090289443456651, MSE: 197.27762180924918, MAPE: 48.44% Accuracy for South America and Product 903: MAE: 14.395216209705898, MSE: 247.77342530504976, MAPE: 27.36% Accuracy for South America and Product 904: MAE: 16.205427791405395, MSE: 362.60438171833835, MAPE: 53.06% Accuracy for South America and Product 905: MAE: 17.65700728705804, MSE: 395.30232301599324, MAPE: 45.55% Accuracy for South America and Product 906: MAE: 15.040146000429548, MSE: 248.8616575110364, MAPE: 83.12% Accuracy for South America and Product 907: MAE: 13.282861809841503, MSE: 207.33097127775082, MAPE: 43.28% Accuracy for South America and Product 908: MAE: 7.733952825560154, MSE: 94.22158044656936, MAPE: 28.84% Accuracy for South America and Product 909: MAE: 16.215023581894787, MSE: 283.2313689375469, MAPE: 37.82% Accuracy for South America and Product 910: MAE: 13.925880128864952, MSE: 239.95806336487013, MAPE: 58.16% Accuracy for South America and Product 911: MAE: 8.73213193049384, MSE: 114.88838947823282, MAPE: 48.36% Accuracy for South America and Product 912: MAE: 19.453118455881803, MSE: 577.0149999427625, MAPE: 105.10% Accuracy for South America and Product 913: MAE: 10.777303311101099, MSE: 123.86008981799709, MAPE: 25.83% Accuracy for South America and Product 914: MAE: 13.51521679627071, MSE: 315.9115190008728, MAPE: 35.62% Accuracy for South America and Product 915: MAE: 9.823244253188953, MSE: 151.58949084248835, MAPE: 27.30% Accuracy for South America and Product 916: MAE: 12.710602728475873, MSE: 245.24048369379412, MAPE: 136.20% Accuracy for South America and Product 917: MAE: 7.576751513625348, MSE: 76.33582557650814, MAPE: 16.39% Accuracy for South America and Product 918: MAE: 12.033982371682667, MSE: 157.48931790097066, MAPE: 28.49% Accuracy for South America and Product 919: MAE: 6.081732163051564, MSE: 57.66538418840141, MAPE: 12.46% Accuracy for South America and Product 920: MAE: 15.107348144569102, MSE: 306.4359810511063, MAPE: 33.91% Accuracy for South America and Product 921: MAE: 12.358729236567815, MSE: 233.96584874326112, MAPE: 38.62% Accuracy for South America and Product 922: MAE: 16.933280063858, MSE: 446.161619908121, MAPE: 62.31% Accuracy for South America and Product 923: MAE: 9.444986798880654, MSE: 142.48882103805445, MAPE: 23.92% Accuracy for South America and Product 924: MAE: 9.453430603813526, MSE: 147.40302457984902, MAPE: 36.16% Accuracy for South America and Product 925: MAE: 14.074845597368773, MSE: 293.18725696024114, MAPE: 29.78% Accuracy for South America and Product 926: MAE: 10.467175795772498, MSE: 138.36491157169604, MAPE: 23.47% Accuracy for South America and Product 927: MAE: 24.82038655775941, MSE: 967.4074282360409, MAPE: 51.42% Accuracy for South America and Product 928: MAE: 17.861060766380106, MSE: 590.7626118413148, MAPE: 283.74% Accuracy for South America and Product 929: MAE: 6.544229733363991, MSE: 70.08914659671962, MAPE: 31.32% Accuracy for South America and Product 930: MAE: 15.129497035530743, MSE: 292.86828715634744, MAPE: 63.51% Accuracy for South America and Product 931: MAE: 21.594024384833194, MSE: 779.7731206107752, MAPE: 50.79% Accuracy for South America and Product 932: MAE: 10.458487117253512, MSE: 154.45058713660669, MAPE: 27.96% Accuracy for South America and Product 933: MAE: 19.632444388328192, MSE: 560.5755190249035, MAPE: 78.51% Accuracy for South America and Product 934: MAE: 9.256865207604813, MSE: 131.8166893211308, MAPE: 19.30% Accuracy for South America and Product 935: MAE: 9.715897247301767, MSE: 165.8925978737491, MAPE: 27.57% Accuracy for South America and Product 936: MAE: 20.381060575543266, MSE: 498.2540337278002, MAPE: 51.92% Accuracy for South America and Product 937: MAE: 18.675484849605603, MSE: 434.00635343101584, MAPE: 40.59% Accuracy for South America and Product 938: MAE: 4.853810185009735, MSE: 31.66908028142176, MAPE: 10.87% Accuracy for South America and Product 939: MAE: 13.426947234859767, MSE: 201.30277939128078, MAPE: 41.47% Accuracy for South America and Product 940: MAE: 8.110140958507795, MSE: 102.56775130561121, MAPE: 20.39% Accuracy for South America and Product 941: MAE: 9.957025259000751, MSE: 129.59906346424322, MAPE: 33.34% Accuracy for South America and Product 942: MAE: 15.237443816196215, MSE: 260.8519766011824, MAPE: 40.74% Accuracy for South America and Product 943: MAE: 12.719795278743728, MSE: 224.8330751683722, MAPE: 65.24% Accuracy for South America and Product 944: MAE: 14.272212297573938, MSE: 287.6424416755798, MAPE: 233.20% Accuracy for South America and Product 945: MAE: 12.1351309623704, MSE: 215.40719506741283, MAPE: 36.27% Accuracy for South America and Product 946: MAE: 9.82182687841707, MSE: 129.15439513945933, MAPE: 56.61% Accuracy for South America and Product 947: MAE: 9.037321764590155, MSE: 125.94693925715585, MAPE: 28.02% Accuracy for South America and Product 948: MAE: 11.080234625947956, MSE: 233.96934299354217, MAPE: 57.42% Accuracy for South America and Product 949: MAE: 17.625371203236238, MSE: 590.6208823892763, MAPE: 39.45% Accuracy for South America and Product 950: MAE: 15.375410327868787, MSE: 297.2130447874405, MAPE: 57.79% Accuracy for South America and Product 951: MAE: 13.130170479628372, MSE: 278.24180472351685, MAPE: 41.04% Accuracy for South America and Product 952: MAE: 5.7250587356059395, MSE: 49.28555502975458, MAPE: 12.65% Accuracy for South America and Product 953: MAE: 10.776754390504228, MSE: 120.06260294898911, MAPE: 39.76% Accuracy for South America and Product 954: MAE: 12.290417218625805, MSE: 241.4039545724459, MAPE: 37.28% Accuracy for South America and Product 955: MAE: 8.282385274957637, MSE: 82.84222045980016, MAPE: 15.80% Accuracy for South America and Product 956: MAE: 5.933467309941152, MSE: 60.46677607423843, MAPE: 17.69% Accuracy for South America and Product 957: MAE: 14.599700121848832, MSE: 337.12173594957204, MAPE: 33.66% Accuracy for South America and Product 958: MAE: 7.236876013523984, MSE: 61.660067281441265, MAPE: 22.65% Accuracy for South America and Product 959: MAE: 12.581821750560266, MSE: 199.96978512495554, MAPE: 57.66% Accuracy for South America and Product 960: MAE: 12.116917206652147, MSE: 241.40218441636748, MAPE: 29.21% Accuracy for South America and Product 961: MAE: 8.573052922706225, MSE: 117.87350123237229, MAPE: 26.63% Accuracy for South America and Product 962: MAE: 8.057041227368263, MSE: 112.6406519424085, MAPE: 26.51% Accuracy for South America and Product 963: MAE: 10.18367939863175, MSE: 114.80286098646943, MAPE: 30.86% Accuracy for South America and Product 964: MAE: 11.130300872596745, MSE: 224.1015423160913, MAPE: 22.00% Accuracy for South America and Product 965: MAE: 7.461320236155198, MSE: 80.34400000113249, MAPE: 19.96% Accuracy for South America and Product 966: MAE: 17.036550124061797, MSE: 483.58801199734006, MAPE: 66.04% Accuracy for South America and Product 967: MAE: 10.998497574375723, MSE: 148.58422538273592, MAPE: 31.04% Accuracy for South America and Product 968: MAE: 11.570944673559447, MSE: 234.71002751814186, MAPE: 42.28% Accuracy for South America and Product 969: MAE: 3.8652028023737244, MSE: 21.813284346514497, MAPE: 8.93% Accuracy for South America and Product 970: MAE: 16.741982114796215, MSE: 430.829697578317, MAPE: 61.21% Accuracy for South America and Product 971: MAE: 13.574151511385958, MSE: 305.0971803166991, MAPE: 73.21% Accuracy for South America and Product 972: MAE: 11.63371302548124, MSE: 162.53168610592328, MAPE: 33.60% Accuracy for South America and Product 973: MAE: 14.194850042289778, MSE: 268.12324030093384, MAPE: 73.74% Accuracy for South America and Product 974: MAE: 12.486791974081218, MSE: 199.4237499729148, MAPE: 33.41% Accuracy for South America and Product 975: MAE: 14.584979309544588, MSE: 269.16710363809443, MAPE: 33.52% Accuracy for South America and Product 976: MAE: 6.750829418945318, MSE: 109.12472031171755, MAPE: 18.96% Accuracy for South America and Product 977: MAE: 13.695063114791859, MSE: 237.4697882755187, MAPE: 35.34% Accuracy for South America and Product 978: MAE: 12.079008956531704, MSE: 156.08949421234485, MAPE: 51.47% Accuracy for South America and Product 979: MAE: 9.092241502698668, MSE: 145.7309020539014, MAPE: 17.54% Accuracy for South America and Product 980: MAE: 10.730251785981293, MSE: 174.266817371764, MAPE: 22.05% Accuracy for South America and Product 981: MAE: 12.225417658855694, MSE: 197.53894402481836, MAPE: 39.57% Accuracy for South America and Product 982: MAE: 13.413663822395742, MSE: 256.00116680133243, MAPE: 41.67% Accuracy for South America and Product 983: MAE: 7.541044814625572, MSE: 139.60828636014153, MAPE: 25.80% Accuracy for South America and Product 984: MAE: 11.735550057635427, MSE: 168.8800502504565, MAPE: 34.62% Accuracy for South America and Product 985: MAE: 14.704069303567604, MSE: 291.04132637296095, MAPE: 47.53% Accuracy for South America and Product 986: MAE: 17.683813570069532, MSE: 474.3123952455447, MAPE: 67.19% Accuracy for South America and Product 987: MAE: 10.29892591549854, MSE: 112.01631483330782, MAPE: 33.13% Accuracy for South America and Product 988: MAE: 10.994660871272384, MSE: 162.3473539762637, MAPE: 42.32% Accuracy for South America and Product 989: MAE: 10.164177003582274, MSE: 144.8566876852888, MAPE: 33.83% Accuracy for South America and Product 990: MAE: 17.73289427220692, MSE: 416.73764835968325, MAPE: 90.13% Accuracy for South America and Product 991: MAE: 12.410895216227992, MSE: 196.6854735119254, MAPE: 44.48% Accuracy for South America and Product 992: MAE: 20.937879106826564, MSE: 493.2703699976176, MAPE: 49.35% Accuracy for South America and Product 993: MAE: 11.398383716705762, MSE: 233.00105346823483, MAPE: 32.13% Accuracy for South America and Product 994: MAE: 15.391875619038762, MSE: 339.1400893588786, MAPE: 28.61% Accuracy for South America and Product 995: MAE: 11.384489496250781, MSE: 142.87887605131988, MAPE: 28.91% Accuracy for South America and Product 996: MAE: 10.232768142290428, MSE: 139.63802665675786, MAPE: 32.40% Accuracy for South America and Product 997: MAE: 14.399226037638934, MSE: 291.39535550301946, MAPE: 73.00% Accuracy for South America and Product 998: MAE: 20.110633298169926, MSE: 446.84436597408785, MAPE: 74.07% Accuracy for South America and Product 999: MAE: 14.15348453434774, MSE: 406.34263648132276, MAPE: 32.03%